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%% bibtextfile{
%%  author     = "Elaine Parros Machado de Sousa",
%%  version    = "2.0",
%%  date       = "March 2005",
%%  filename   = "Bibliography.bib",
%%  address    = "ICMC-USP",
%%  email      = "<parros at icmc.sc.usp.br>"
%% }
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@Preamble{
  " "
}

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@COMMENT(by Elaine Parros Machado de Sousa)

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% ARTICLES
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%


@Article{Abadi:03,
  author    = {Daniel J. Abadi and Donald Carney and Ugur \c{C}etintemel and Mitch Cherniack and Christian Convey and
               Sangdon Lee and Michael Stonebraker and Nesime Tatbul and Stanley B. Zdonik},
  title     = {Aurora: a new model and architecture for data stream management.},
  journal   = {VLDB Journal},
  volume    = {12},
  number    = {2},
  month      = {August}, 
  pages     = {120-139},
  year      = {2003}
}


@Article{Aslandogan:99,
  author       = {Y. Alp Aslandogan and Clement T. Yu},
  title        = {Techniques and Systems for Image and Video Retrieval},
  journal      = {IEEE Transactions on Knowledge and Data Engineering},
  volume       = {11},
  number       = {1},
  pages        = {56--63},
  month        = {January/February},
  year         = {1999}
}


@Article{Barbara:03,
  author      = {Barbará, Daniel and Chen, Ping},
  title       = {Using Self-Similarity to Cluster Large Data Sets},
  journal     = {Data Mining and Knowledge Discovery},
  volume      = {7},
  number      = {2},
  pages       = {123--152},
  month       = {April},
  year        = {2003}
}

@Article{Belussi:98,
  author       = {Alberto Belussi and Christos Faloutsos},
  title        = {Self-Spatial Join Selectivity Estimation Using Fractal Concepts},
  journal      = {ACM Transactions on Information Systems},
  volume       = {16},
  number       = {2},
  pages        = {161--201},
  month        = {April},
  year         = {1998}
}

@Article{Bentley:75,
 author    = {Jon Louis Bentley},
 title     = {Multidimensional binary search trees used for associative searching},
 journal   = {Communications of the ACM},
 volume    = {18},
 number    = {9},
 pages     = {509--517},
 month     = {September},
 year      = {1975}
}

@Article{Bentley:79,
 author   = {Jon Louis Bentley and Jerome H. Friedman},
 title    = {Data Structures for Range Searching},
 journal  = {ACM Computing Surveys (CSUR)},
 volume   = {11},
 number   = {4},
 pages    = {397--409},
 month    = {December},
 year     = {1979}
 }


@Article{Blum:97,
    author     = {Avrim L. Blum and Pat Langley},
    title      = {Selection of Relevant Features and Examples in Machine Learning},
    journal    = {Artificial Intelligence},
    volume     = {97},
    number     = {1-2},
    pages      = {245--271},
    year       = {1997}
}

@Article{Bohm:00a,
    author     = {Christian Böhm},
    title      = {A Cost Model for Query Processing in High Dimensional Data Spaces},
    journal    = {ACM Transactions on Database Systems},
    volume     = {25},
    number     = {2},
    pages      = {129--178},
    month      = {June},
    year       = {2000}
}

@Article{Bohm:01,
    author     = {Christian Böhm and Stefan Berchtold and Daniel A. Keim},
    title      = {Searching in High-Dimensional Spaces-Index Structures for Improving
                  the Performance of Multimedia Databases},
    journal    = {ACM Computing Surveys},
    volume     = {33},
    number     = {3},
    pages      = {322--373},
    month      = {September},
    year       = {2001}
}

@Article{Burkhard:73,
    author     = {Walter A. Burkhard and Robert M. Keller},
    title      = {Some Approaches to Best-Match File Searching},
    journal    = {Communications of the ACM},
    volume     = {16},
    number     = {4},
    pages      = {230--236},
    month      = {April},
    year       = {1973}
}

@Article{Burges:98,
    author     = {Christopher J. C. Burges},
    title      = {A Tutorial on Support Vector Machines for Pattern Recognition},
    journal    = {Data Mining and Knowledge Discovery},
    volume     = {2},
    number     = {2},
    pages      = {121--167},
    month      = {June},
    year       = {1998}
}

@Article{Camastra:02,
 author     = {Francesco Camastra and Alessandro Vinciarelli},
 title      = {Estimating the Intrinsic Dimension of Data with a Fractal-Based Method},
 journal    = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
 volume     = {24},
 number     = {10},
 month      = {October},
 pages      = {1404-1407},
 year       = {2002}
}


@Article{Chavez:01,
 author     = {Edgar Chávez and Gonzalo Navarro and Ricardo Baeza-Yates and José Luis Marroquín},
 title      = {Searching in metric spaces},
 journal    = {ACM Computing Surveys (CSUR)},
 volume     = {33},
 number     = {3},
 month      = {September},
 pages      = {273--321},
 year       = {2001}
}

@Article{Chakrabarti:02,
  author    = {Kaushik Chakrabarti and Eamonn Keogh and Sharad Mehrotra and Michael Pazzani},
  title     = {Locally adaptive dimensionality reduction for indexing large time series databases},
  journal   = {ACM Transactions on Database Systems (TODS)},
  volume    = {27},
  number    = {2},
  pages     = {188--228},
  month     = {June},
  year      = {2002}
}

@Article{Comer:79,
 author   = {Douglas Comer},
 title    = {Ubiquitous \textsc{B}-Tree},
 journal  = {ACM Computing Surveys (CSUR)},
 volume   = {11},
 number   = {2},
 pages    = {121--137},
 month    = {June},
 year     = {1979}
 }


@article{Cordeiro2013,
  author    = {Robson Leonardo Ferreira Cordeiro and
               Agma J. M. Traina and
               Christos Faloutsos and
               Caetano {Traina Jr.}},
  title     = {Halite: Fast and Scalable Multiresolution Local-Correlation
               Clustering},
  journal   = {IEEE Trans. Knowl. Data Eng.},
  volume    = {25},
  number    = {2},
  year      = {2013},
  pages     = {387-401},
  ee        = {http://doi.ieeecomputersociety.org/10.1109/TKDE.2011.176},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@Article{Cortes:01,
  author 	= {Corinna Cortes and Daryl Pregibon},
  title		= {Signature-Based Methods for Data Streams},
  journal	= {Data Mining and Knowledge Discovery},
  volume	= {5},
  number	= {3},
  pages		= {167--182},
  year		= {2001}
}


@Article{Fayyad:98,
  author       = {Usama M. Fayyad},
  title        = {Mining Databases: Towards Algorithms for Knowledge Discovery},
  journal      = {IEEE Data Engineering Bulletin},
  volume       = {21},
  number       = {1},
  pages        = {39--48},
  year         = {1998}
}

@Article{Fayyad:02,
   author 	= {Usama M. Fayyad and Ramasamy Uthurusamy},
   title 	= {Evolving Data into Mining Solutions for Insights},
   journal 	= {Communications of the ACM},
   volume 	= {45},
   number 	= {8},
   pages 		= {28--31},
   month    = {August},
   year 		= {2002} 
}

@Article{Finkel:74,
  author       = {Raphael A. Finkel and Jon Louis Bentley},
  title        = {Quad Trees: A Data Structure for Retrieval on Composite Keys},
  journal      = {Acta Informatica},
  volume       = {4},
  number       = {1},
  pages        = {1--9},
  year         = {1974}
}

@Article{Gaber:05,
  author    = {Mohamed Medhat Gaber and
               Arkady B. Zaslavsky and
               Shonali Krishnaswamy},
  title     = {Mining data streams: a review},
  journal   = {SIGMOD Record},
  volume    = {34},
  number    = {2},
  year      = {2005},
  pages     = {18-26}
}

@Article{Gaede:98,
  author    = {Volker Gaede and Oliver Günther},
  title     = {Multidimensional Access Methods},
  journal   = {ACM Computing Surveys},
  volume    = {30},
  number    = {2},
  month     = {June},
  pages     = {170--231},
  year      = {1998}
}


@Article{Golab:03,
   author = {Lukasz Golab and M. Tamer Özsu},
   title = {Issues in data stream management},
   journal = {SIGMOD Record},
   volume = {32},
   number = {2},
   pages = {5--14},
   publisher = {ACM Press},
   month     = {June},
   year = {2003}
 }


@Article{Guha:03,
  author    = {Sudipto Guha and Adam Meyerson and Nina Mishra and Rajeev Motwani and Liadan O'Callaghan},
  title     = {Clustering Data Streams: Theory and Practice.},
  journal   = {IEEE Transactions on Knowledge and Data Engineering},
  volume    = {15},
  number    = {3},
  pages     = {515-528},
  month     = {May/June}, 
  year      = {2003}
}

@Article{Kleinberg:03,
   author 	= {Jon M. Kleinberg},
   title 	= {Bursty and hierarchical structure in streams},
   journal 	= {Data Mining and Knowledge Discovery},
   volume       = {7},
   number       = {4},
   pages 	= {373-397},
   month        = {October},
   publisher 	= {Springer Science+Business Media B.V.},
   year 	= {2003}
 }


@Article{Korn:01,
  author       = {Flip Korn and Bernd-Uwe Pagel and Christos Faloutsos},
  title        = {On the `Dimensionality Curse' and the `Self-Similarity Blessing'},
  journal      = {IEEE Transactions on Knowledge and Data Engineering},
  volume       = {13},
  number       = {1},
  pages        = {96--111},
  month        = {January/February},
  year         = {2001}
}

@article{Krishnamurthy:03,
  author    = {Sailesh Krishnamurthy and Sirish Chandrasekaran and Owen Cooper and Amol Deshpande and Michael J. Franklin and
               Joseph M. Hellerstein and Wei Hong and Samuel Madden and Frederick Reiss and Mehul A. Shah},
  title     = {TelegraphCQ: An Architectural Status Report.},
  journal   = {IEEE Data Engineering Bulletin},
  volume    = {26},
  number    = {1},
  month	    = {March}, 
  pages     = {11-18},
  year      = {2003}
}



@Article{Lin:94,
  author    = {King-Ip Lin and H. V. Jagadish and Christos Faloutsos},
  title     = {The \textsc{TV}-Tree: An Index Structure for High-Dimensional Data},
  journal   = {The VLDB Journal},
  volume    = {3},
  number    = {4},
  pages     = {517--542},
  month     = {October},
  year      = {1994}
}

@Article{Liu:99,
  author    = {Ling Liu and Calton Pu and Wei Tang},
  title     = {Continual Queries for Internet Scale Event-Driven Information Delivery.},
  journal   = {IEEE Transactions on Knowledge and Data Engineering},
  volume    = {11},
  number    = {4},
  month     = {July/August},
  pages     = {610-628},
  year      = {1999}
}



@Article{Mitra:02,
  author    = {P. Mitra and C.A. Murthy and S.K. Pal},
  title     = {Unsupervised Feature Selection Using Feature Similarity},
  journal   = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  volume    = {24},
  number    = {4},
  pages     = {301--312},
  month     = {March},
  year      = {2002}
}

@Article{Moon:01,
  author    = {Bongki Moon and H. V. Jagadish and Christos Faloutsos and Joel H. Saltz},
  title     = {Analysis of the Clustering Properties of the Hilbert Space-Filling Curve},
  journal   = {IEEE Transactions on Knowledge and Data Engineering},
  volume    = {13},
  number    = {1},
  pages     = {124--141},
  year      = {2001}
}

@Article{Nunes:11a,
  author    = {S. A. Nunes and L. A. S. Romani and A. M. H. Avila and C. Traina and E. P. M. Sousa and A. J. M. Traina},
  title     = {Fractal-based Analysis to Identify Trend Changes in Multiple Climate Time Series},
  journal   = {Journal of Information and Data Management (JIDM)},
  volume    = {2},
  pages     = {51-57},
  year      = {2011}
}


@Article{Papadimitriou:04,
  author    = {Spiros Papadimitriou and  Anthony Brockwell and Christos Faloutsos},
  title     = {Adaptive, unsupervised stream mining.},
  journal   = {VLDB Journal},
  volume    = {13},
  number    = {3},
  pages     = {222-239},
  month 		= {September}, 
  year      = {2004}
}


@Article{Samet:84,
 author    = {Hanan Samet},
 title     = {The Quadtree and Related Hierarchical Data Structures},
 journal   = {ACM Computing Surveys (CSUR)},
 volume    = {16},
 number    = {2},
 month     = {June},
 pages     = {187--260},
 year      = {1984}
}

@Article{Sousa:07b,
 author    = {Elaine Parros Machado Sousa and Caetano Traina and Agma Juci Machado Traina and Leejay Wu and Christos Faloutsos},
 title     = {A Fast and Effective Method to Find Correlations among Attributes in Databases},
 journal   = {Data Mining And Knowledge Discovery},
 volume	   = {14}, 
 number    = {3},
 pages     = {367 -- 407},
 month     = {June},
 year      = {2007}
}

@Article{StreamGroup:03,
  author    = {The STREAM Group},
  title     = {STREAM: The Stanford Stream Data Manager.},
  journal   = {IEEE Data Engineering Bulletin},
  volume    = {26},
  number    = {1},
  pages     = {19-26},
  month     = {March}, 
  year      = {2003}
}


@Article{Traina:02a,
  author       = {Caetano Traina and Agma J. M. Traina and Christos Faloutsos and Bernhard Seeger},
  title        = {Fast Indexing and Visualization of Metric Data Sets using \textsc{S}lim-Trees},
  journal      = {IEEE Transactions on Knowledge and Data Engineering},
  volume       = {14},
  number       = {2},
  pages        = {244--260},
  month        = {March/April},
  year         = {2002}
}

@Article{Tucker:03a,
  author    = {Peter A. Tucker and David Maier and Tim Sheard and Leonidas Fegaras},
  title     = {Exploiting Punctuation Semantics in Continuous Data Streams.},
  journal   = {IEEE Transactions on Knowledge and Data Engineering},
  volume    = {15},
  number    = {3},
  pages     = {555-568},
  month 		= {May/June}, 
  year      = {2003}
}

@Article{Tucker:03b,
  author    = {Peter A. Tucker and David Maier and Tim Sheard},
  title     = {Applying Punctuation Schemes to Queries Over Continuous Data Streams.},
  journal   = {IEEE Data Engineering Bulletin},
  volume    = {26},
  number    = {1},
  month 		= {March}, 
  pages     = {33-40},
  year      = {2003}
}  



@Article{Turk:91,
  author	= {M. Turk and Alex Pentland},
  title		= {Eigenfaces for Recognition},
  journal	= {Journal of Cognitive Neuroscience},
  volume	= {3},
  number	= {1},
  pages		= {71--86},
  year		= {1991}
}

@Article{Uhlmann:91,
  author       = {Jeffrey K. Uhlmann},
  title        = {Satisfying General Proximity/Similarity Queries with Metric Trees},
  journal      = {Information Processing Letters},
  volume       = {40},
  number       = {4},
  pages        = {175--179},
  month        = {November},
  year         = {1991}
}

@Article{Vailaya:01,
  author    = {Aditya Vailaya and Mário A. T. Figueiredo and Anil K. Jain and Hong-Jiang Zhang},
  title     = {Image classification for content-based indexing},
  journal   = {IEEE Transactions on Image Processing},
  volume    = {10},
  number    = {1},
  pages     = {117-130},
  month     = {January},
  year      = {2001}
}

@Article{Wactlar:96,
  author    = {Howard D. Wactlar and Takeo Kanade and Michael A. Smith and
              Scott M. Stevens},
  title     = {Intelligent Access to Digital Video: Informedia Project},
  journal   = {IEEE Computer},
  volume    = {29},
  number    = {5},
  pages     = {46--52},
  month     = {May},
  year      = {1996}
}

@Article{Wactlar:99,
  author    = {Howard D. Wactlar and Michael G. Christel and Yihong Gong and
              Alexander G. Hauptmann},
  title     = {Lessons Learned from Building a Terabyte Digital Video Library},
  journal   = {IEEE Computer},
  volume    = {32},
  number    = {2},
  pages     = {66--73},
  month     = {February},
  year      = {1999}
}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

% PROCEEDINGS
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

@InProceedings{Adibi:02,
   author 		= {Jafar Adibi and Wei-Min Shen and Eaman Noorbakhsh},
   title 			= {Self-Similarity for Data Mining and Predictive Modeling - A Case Study for Network Data},
   bookTitle 	= {Advances in Knowledge Discovery and Data Mining, 6th Pacific-Asia Conference, PAKDD 2002},
   series			= {Lecture Notes in Computer Science},
   address		= {Taipei, Taiwan},
   publisher 	= {Springer-Verlag Heidelberg},
   volume 		= {2336},
   pages 			= {210--217},
   month 			= {May},
   year 			= {2002} 
}


@InProceedings{Aggarwal:03,
   author 			= {Charu C. Aggarwal},
   title 				= {A framework for diagnosing changes in evolving data streams},
   booktitle 		= {Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data (SIGMOD'03)},
   pages 				=	 {575--586},
   location 		=  {San Diego, California, USA},
   publisher 		= {ACM Press},
   month 				= {June},
   year 				= {2003}
 }

@InProceedings{Aggarwal:04a,
  author    = {Charu C. Aggarwal and Jiawei Han and Jianyong Wang and Philip S. Yu},
  title     = {A Framework for Projected Clustering of High Dimensional Data Streams.},
  booktitle = {Proceedings of the Thirtieth International Conference on Very Large Data Bases (VLDB'04)},
  pages     = {852-863},
  month     = {August/September},
  publisher = {Morgan Kaufmann}, 
  address   = {Toronto, Canada},
  year      = {2004}

}

@InProceedings{Aggarwal:04b,
   author 		= {Charu C. Aggarwal and Jiawei Han and Jianyong Wang and Philip S. Yu},
   title 			= {On demand classification of data streams},
   booktitle 	= {Proceedings of the 2004 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD '04)},
   pages 			= {503--508},
   location 	= {Seattle, WA, USA},
   publisher 	= {ACM Press},
   year 			= {2004}
 }



@InProceedings{Agrawal:98,
  author       = {Rakesh Agrawal and Johannes Gehrke and Dimitrios Gunopulos and Prabhakar Raghavan},
  title        = {Automatic Subspace Clustering of High Dimensional Data for Data Mining Applications},
  booktitle    = {Proceedings of the 1998 ACM SIGMOD International Conference on Management of Data (SIGMOD'98)},
  address      = {Seatle, USA},
  pages        = {94--105},
  month        = {June},
  year         = {1998}
}

@InProceedings{Aha:95,
 author     = {David W. Aha and Richard L. Bankert},
 title      = {A comparative evaluation of sequential feature selection algorithms},
 booktitle  = {Proceedings of the Fifth International Workshop on Artificial Intelligence and Statistics},
 pages      = {1--7},
 address    = {Ft. Lauderdale, USA},
 month      = {January},
 year       = {1995}
}

@InProceedings {Appel:07,
	title 		= {A Density-Biased Sampling Technique to Improve Cluster Representativeness},
	booktitle = {11th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2007)},
	year 			= {2007},
	pages 		= {366–373},
	publisher = {Springer-Verlag},
	address = {Varsovia, Polonia},
	author = {Appel, Ana Paula and Paterlini, Adriano Arantes and Sousa, Elaine Parros Machado and Traina, Caetano and Traina, Agma Juci Machado}
}

@InProceedings{Arasu:04,
  author    = {Arvind Arasu and Jennifer Widom},
  title     = {Resource Sharing in Continuous Sliding-Window Aggregates.},
  booktitle = {Proceedings of the Thirtieth International Conference on Very Large Data Bases (VLDB'04)},
  pages     = {336-347},
  location  = {Toronto, Canada}, 
  publisher = {Morgan Kaufmann},
  month			= {August/September}, 
  year      = {2004}
}


@InProceedings{Babcock:02,
  author    = {Brian Babcock and Shivnath Babu and Mayur Datar and Rajeev Motwani and Jennifer Widom},
  title     = {Models and Issues in Data Stream Systems.},
  booktitle = {Proceedings of the 21th ACM Symposium on Principles of Database Systems (PODS'02)},
  address    = {Madison, USA},
  pages     = {1-16},
  publisher = {ACM Press},
  month     = {June},	 
  year      = {2002}
}


@InProceedings{Babu:01,
 author     = {Shivnath Babu and Minos Garofalakis and Rajeev Rastogi},
 title      = {SPARTAN: a model-based semantic compression system for massive data tables},
 booktitle  = {Proceedings of the 2001 ACM SIGMOD International Conference on Management of Data (SIGMOD'01)},
 pages      = {283--294},
 address    = {Santa Barbara, USA},
 month      = {May},
 year       = {2001}
 }


@InProceedings{Babu:04,
   author 		= {Shivnath Babu and Rajeev Motwani and Kamesh Munagala and Itaru Nishizawa and Jennifer Widom},
   title 			= {Adaptive ordering of pipelined stream filters},
   booktitle 	= {Proceedings of the 2004 ACM SIGMOD International Conference on Management of Data (SIGMOD'04)},
   pages 			= {407--418},
   location 	= {Paris, France},
   publisher 	= {ACM Press},
   month 			= {June}, 
   year 			= {2004}
 }

@InProceedings{Babu:05,
  author    = {Shivnath Babu and Kamesh Munagala and Jennifer Widom and Rajeev Motwani},
  title     = {Adaptive Caching for Continuous Queries.},
  booktitle = {Proceedings of the 21st International Conference on Data Engineering (ICDE'05)},
  publisher = {IEEE Computer Society},
  pages     = {118-129},
  month			= {April}, 
  location 	= {Tokyo, Japan},
  year      = {2005}
}

@InProceedings {Baioco:07,
	title 		= {MAMCost: Global and Local Estimates leading to Robust Cost Estimation of Similarity Queries},
	booktitle = {Proceedings of the 19th International Conference on Scientific and Statistical Database Management (SSDBM 2007)},
	year		  = {2007},
	pages 		= {6--16},
	publisher = {ACM Press},
	address = {Banff, Canada},
	author = {Baioco, Gisele Busichia and Traina, Agma Juci Machado and Traina, Caetano}
}

@InProceedings{BalanA05,
  author    = {André G. R. Balan and Agma J. M. Traina and Caetano Traina Jr. and
               Paulo M. Azevedo-Marques},
  title     = {Fractal Analysis of Image Textures for Indexing and Retrieval by Content.},
  booktitle = {Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005)},
  publisher = {IEEE Computer Society},
  pages     = {581-586},
  location 	= {Dublin, Ireland},
  month			= {June},
  year      = {2005}
}

@InProceedings{Barbara:00,
  author       = {Daniel Barbará and Ping Chen},
  title        = {Using the Fractal Dimension to Cluster Datasets},
  booktitle    = {Proceedings of the Sixth ACM SIGKDD International
                  Conference on Knowledge Discovery and Data Mining (KDD'00)},
  address      = {Boston, USA},
  pages        = {260--264},
  month        = {August},
  year         = {2000}
}

@InProceedings{Beckmann:90,
  author    = {Norbert Beckmann and Hans-Peter Kriegel and Ralf Schneider and Bernhard Seeger},
  title     = {The \textsc{R}*-tree: An Efficient and Robust Access Method for Points and Rectangles},
  booktitle = {Proceedings of the 1990 ACM SIGMOD International Conference on Management of Data (SIGMOD'90)},
  pages     = {322--331},
  month     = {May},
  address   = {Atlantic City, USA},
  year      = {1990}
}


@InProceedings{Belussi:95,
  author       = {Alberto Belussi and Christos Faloutsos},
  title        = {Estimating the Selectivity of Spatial Queries using the `Correlation' Fractal Dimension},
  booktitle    = {Proceedings of the 21th International Conference on Very Large Data Bases (VLDB'95)},
  month        = {September},
  address      = {Zurich, Switzerland},
  pages        = {299--310},
  year         = {1995}
}

@InProceedings{Berchtold:96,
  author    = {Stefan Berchtold and Daniel A. Keim and Hans-Peter Kriegel},
  title     = {The \textsc{X}-tree: An Index Structure for High-Dimensional Data},
  booktitle = {Proceedings of the 22th International Conference on Very Large Data Bases (VLDB'96)},
  pages     = {28--39},
  month     = {September},
  address   = {Mumbai, India},
  year      = {1996}
}

@InProceedings{Beyer:99,
   author			= {Kevin Beyer and Jonathan Godstein and Raghu Ramakrishnan and Uri Shaft},
   title 			= {When is ``Nearest Neighbor'' Meaningful?},
   bookTitle 	= {Proceeding of the 7th International Conference on Database Theory (ICDT '99)},
   series			= {Lecture Notes in Computer Science},
   address		= {Jerusalem, Israel},
   publisher 	= {Springer},
   volume 		= {1540},
   pages			= {217--235},
   year 			= {1999} 
}

@InProceedings{Bohm:00,
  author       = {Christian Böhm and Hans-Peter Kriegel},
  title        = {Dynamically Optimizing High-Dimensional Index Structures},
  booktitle    = {Advances in Database Technology - EDBT 2000, 7th International
                  Conference on Extending Database Technology},
  publisher    = {Springer},
  address      = {Konstanz, Germany},
  series       = {Lecture Notes in Computer Science},
  volume       = {1777},
  month        = {March},
  year         = {2000},
  pages        = {36--50}
}

@InProceedings{Bowman:04,
   author 		= {Ivan T. Bowman and Kenneth Salem},
   title 			= {Optimization of query streams using semantic prefetching},
   booktitle 	= {Proceedings of the 2004 ACM SIGMOD International Conference on Management of Data (SIGMOD '04)},
   pages 			= {179--190},
   month 			= {June}, 
   location 	= {Paris, France},
   publisher 	= {ACM Press},
   year 			= {2004}
 }



@InProceedings{Bozkaya:97,
  author    = {Tolga Bozkaya and Z. Meral Özsoyoglu},
  title     = {Distance-Based Indexing for High-Dimensional Metric Spaces},
  booktitle = {Proceedings of the 1997 ACM SIGMOD International Conference on Management of Data (SIGMOD'97)},
  pages     = {357--368},
  address   = {Tucson, USA},
  month     = {May},
  year      = {1997}
}


@InProceedings{Bradley:98b,
  author       = {Paul S. Bradley and Usama M. Fayyad and Cory A. Reina},
  title        = {Scaling Clustering Algorithms to Large Databases},
  booktitle    = {Proceedings of the Fourth ACM SIGKDD International
                  Conference on Knowledge Discovery and Data Mining (KDD'98)},
  address      = {New York, USA},
  pages        = {9--15},
  month        = {August},
  year         = {1998}
}

@InProceedings{Brin:95,
  author    = {Sergey Brin},
  title     = {Near Neighbor Search in Large Metric Spaces},
  booktitle = {Proceedings of the 21th International Conference on Very Large Data Bases (VLDB'95)},
  pages     = {574--584},
  month     = {September},
  address   = {Zurich, Switzerland},
  year      = {1995}
}

@InProceedings{Chakrabarti:99,
  author    = {Kaushik Chakrabarti and Sharad Mehrotra},
  title     = {The Hybrid Tree: An Index Structure for High Dimensional Feature Spaces},
  booktitle = {Proceedings of the 15th International Conference on Data Engineering (ICDE'99)},
  publisher = {IEEE Computer Society},
  pages     = {440--447},
  address   = {Sydney, Austrialia},
  month     = {March},
  year      = {1999}
}

@InProceedings{Chakrabarti:02a,
  Author    = {Deepayan Chakrabarti and Christos Faloutsos},
  Title     = {F4: large-scale automated forecasting using fractals},
  BookTitle = {International Conference on Information and Knowledge Management (CIKM'02)},
  Address   = {McLean, EUA},
  Publisher = {ACM Press},
  Volume    = {1},
  Pages     = {2--9},
  Year      = {2002}
}

@InProceedings{Chen:00,
  author    = {Jianjun Chen and David J. DeWitt and Feng Tian and Yuan Wang},
  title     = {NiagaraCQ: A Scalable Continuous Query System for Internet Databases.},
  booktitle = {Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data (SIGMOD 2000)},
  pages     = {379-390},
  month     = {May},
  address   = {Dalla, Texas, USA}, 	
  publisher = {ACM},
  year      = {2000}
}


@InProceedings{Ciaccia:97,
  author    = {Paolo Ciaccia and Marco Patella and Pavel Zezula},
  title     = {M-tree: An Efficient Access Method for Similarity Search in Metric Spaces},
  booktitle = {Proceedings of the 23rd International Conference on Very Large Data Bases (VLDB'97)},
  pages     = {426--435},
  month     = {August},
  address   = {Athens, Greece},
  year      = {1997}
}

@inproceedings{Capitani:05,
  author    = {Paolo Capitani and Paolo Ciaccia},
  title     = {Warping the Time on Data Streams},
  booktitle = {20$^o$ Brazilian Symposium on Databases (SBBD'05)},
  pages     = {310-324},
  address	  = {Uberlândia, Brazil},
  month			= {October},
  year      = {2005}
}

@inproceedings {Cordeiro:10,
	title 		= {Finding Clusters in subspaces of very large, multi-dimensional datasets},
	booktitle = {Proceedings of the 26th International Conference on Data Engineering (ICDE 2010)},
	year 			= {2010},
	pages = {625-636},
	publisher = {IEEE},
	address = {Long Beach, California, USA},
	doi = {10.1109/ICDE.2010.5447924 },
	author = {Robson L. F. Cordeiro and Traina, Agma Juci Machado and Faloutsos, Christos and Traina, Caetano}
}



@InProceedings{Dash:97,
  author       = {M. Dash and H. Liu and J. Yao},
  title        = {Dimensionality reduction for unsupervised data},
  booktitle    = {Proceedings of the Ninth IEEE International Conference on Tools with
                  Artificial Intelligence (ICTAI'97)},
  address      = {Newport Beach, USA},
  pages        = {532--539},
  month        = {November},
  year         = {1997}
}

@InProceedings{Dobra:04,
  author    = {Alin Dobra and Minos N. Garofalakis and Johannes Gehrke and Rajeev Rastogi},
  title     = {Sketch-Based Multi-query Processing over Data Streams.},
  booktitle = {Proceeding of the 9th International Conference on Extending Database Technology (EDBT'04)},
  address		= {Heraklion, Greece},   
  publisher = {Springer},
  series    = {Lecture Notes in Computer Science},
  volume    = {2992},
  pages     = {551-568},
  month			= {March}, 
  year      = {2004}
}



@InProceedings{Ester:96,
  author       = {Martin Ester and Hans-Peter Kriegel and Jörg Sander and Xiaowei Xu},
  title        = {A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise},
  booktitle    = {Proceedings of the Second ACM SIGKDD International
                  Conference on Knowledge Discovery and Data Mining (KDD'96)},
  address      = {Portland, USA},
  pages        = {226--231},
  month        = {August},
  year         = {1996}
}


@InProceedings{Faloutsos:94,
  author       = {Christos Faloutsos and Ibrahim Kamel},
  title        = {Beyond Uniformity and Independence: Analysis of \textsc{R}-trees Using the Concept of Fractal Dimension},
  booktitle    = {Proceedings of the 13th ACM Symposium on Principles of Database Systems (PODS'94)},
  address      = {Minneapolis, USA},
  pages        = {4--13},
  publisher 		= {ACM Press},
  month        = {May},
  year         = {1994}
}

@InProceedings{Faloutsos:95,
  author    = {Christos Faloutsos and King-Ip Lin},
  title     = {Fast\textsc{M}ap: A Fast Algorithm for Indexing, Data-Mining and Visualization
               of Traditional and Multimedia Datasets},
  booktitle = {Proceedings of the 1995 ACM SIGMOD International Conference on
               Management of Data (SIGMOD'95)},
  month     = {May},
  address   = {San Jose, USA},
  year      = {1995},
  pages     = {163--174}
}

@InProceedings{Faloutsos:99,
   author 			= {Michalis Faloutsos and Petros Faloutsos and Christos Faloutsos},
   title 				= {On Power-law Relationships of the Internet Topology},
   bookTitle 		= {Proceedings of the ACM SIGCOMM'99 Conference on Applications, technologies, architectures, and protocols for computer communication},
   address			= {Cambridge, USA},
   publisher 		= {ACM Press},
   volume 			= {1},
   pages 				= {251--262},
   year 				= {1999} 
}

@InProceedings{Faloutsos:00,
  author       = {Christos Faloutsos and Bernhard Seeger and Agma Juci Machado Traina and Caetano Traina},
  title        = {Spatial Join Selectivity Using Power Laws},
  booktitle    = {Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data (SIGMOD'00)},
  address      = {Dallas, USA},
  pages        = {177--188},
  month        = {May},
  year         = {2000}
}

@InProceedings{Ferrer-Troyano:05,
 author 		= {Francisco Ferrer-Troyano and Jesus S. Aguilar-Ruiz and Jose C. Riquelme},
 title 			= {Incremental rule learning based on example nearness from numerical data streams},
 booktitle 		= {Proceedings of the 2005 ACM symposium on Applied Computing (SAC'05)},
 pages 			= {568--572},
 location 		= {Santa Fe, New Mexico},
 publisher 		= {ACM Press},
 address 		= {New York, USA},
 month			= {March}, 
 year 			= {2005}
 }


@InProceedings{Ferrer-Troyano:06,
  author    = {Francisco J. Ferrer-Troyano and
               Jes{\'u}s S. Aguilar-Ruiz and
               Jos{\'e} Crist{\'o}bal Riquelme Santos},
  title     = {Data streams classification by incremental rule learning with parameterized generalization.},
  booktitle = {Proceedings of the 2006 ACM Symposium on Applied Computing (SAC'06)},
  pages     = {657-661},
  location  = {Dijon, France}, 
  month	    = {April}, 
  publisher 	= {ACM Press},
  year      = {2006}
}


@InProceedings{Fung:00,
  author       = {Glenn Fung and Olvi L. Mangasarian},
  title        = {Data Selection for Support Vector Machine Classifiers},
  booktitle    = {Proceedings of the Sixth ACM SIGKDD International
                  Conference on Knowledge Discovery and Data Mining (KDD'00)},
  address      = {Boston, USA},
  pages        = {64--70},
  month        = {August},
  year         = {2000}
}

@InProceedings{Gama:03,
   author 		= {João Gama and Ricardo Rocha and Pedro Medas},
   title 			= {Accurate decision trees for mining high-speed data streams},
   booktitle 	= {Proceedings of the ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'03)},
   pages 			= {523--528},
   location 	= {Washington, D.C.},
   publisher 	= {ACM Press},
   month			= {August}, 
   year 			= {2003}
 }


@InProceedings{Gama:05,
 author 	= {João Gama and Pedro Medas and Pedro Rodrigues},
 title 		= {Learning decision trees from dynamic data streams},
 booktitle 	= {Proceedings of the 2005 ACM Symposium on Applied Computing (SAC'05)},
 pages 		= {573--577},
 location 	= {Santa Fe, New Mexico},
 publisher 	= {ACM Press},
 month		= {March}, 
 year 		= {2005}
}

@InProceedings{Gama:06,
  author    = {Jo{\~a}o Gama and Carlos Pinto},
  title     = {Discretization from data streams: applications to histograms and data mining.},
  booktitle = {Proceedings of the 2006 ACM Symposium on Applied Computing (SAC'06)},
  pages     = {662-667},
  location  = {Dijon, France}, 
  month	    = {April}, 
  publisher 	= {ACM Press},
  year      = {2006}
}


@InProceedings{Ganti:99,
  author       = {Venkatesh Ganti and Raghu Ramakrishnan and Johannes Gehrke and Allison Powell and James French},
  title        = {Clustering Large Datasets in Arbitrary Metric Spaces},
  booktitle    = {Proceedings of the 15th International Conference on Data Engineering (ICDE'99)},
  address      = {Sydney, Australia},
  pages        = {502--511},
  month        = {March},
  year         = {1999}
}

@InProceedings{Gehrke:98,
  author       = {Johannes Gehrke and Raghu Ramakrishnan and Venkatesh Ganti},
  title        = {RainForest - A Framework for Fast Decision Tree Construction of Large Datasets},
  booktitle    = {Proceedings of the 24th International Conference on Very Large Data Bases (VLDB'98)},
  address      = {New York, USA},
  pages        = {416--427},
  month        = {August},
  year         = {1998}
}

@InProceedings{Gehrke:99,
  author       = {Johannes Gehrke and Venkatesh Ganti and Raghu Ramakrishnan and Wei-Yin Loh},
  title        = {BOAT-Optimistic Decision Tree Construction},
  booktitle    = {Proceedings of the 1999 ACM SIGMOD International Conference on Management of Data (SIGMOD'99)},
  address      = {Philadelphia, USA},
  pages        = {169--180},
  month        = {June},
  year         = {1999}
}

@InProceedings{Godbole:02,
  author       = {Shantanu Godbole and Sunita Sarawagi and Soumen Chakrabarti},
  title        = {Scaling multi-class Support Vector Machines using inter-class confusion},
  booktitle    = {Proceedings of the Eighth ACM SIGKDD International
                  Conference on Knowledge Discovery and Data Mining (KDD'02)},
  address      = {Edmonton, Canada},
  pages        = {513--518},
  month        = {July},
  year         = {2002}
}

@InProceedings{Golab:04,
  author    = {Lukasz Golab and Shaveen Garg and M. Tamer {\"O}zsu},
  title     = {On Indexing Sliding Windows over Online Data Streams.},
  booktitle = {Advances in Database Technology - EDBT 2004, 9th International Conference on Extending Database Technology},
  location 	= {Heraklion, Greece},  
  publisher = {Springer},
  series    = {Lecture Notes in Computer Science},
  volume    = {2992},
  pages     = {712-729},
  month			= {March}, 
  year      = {2004}
}


@InProceedings{Guha:98,
  author       = {Sudipto Guha and Rajeev Rastogi and Kyuseok Shim },
  title        = {\textsc{CURE}: An Efficient Clustering Algorithm for Large Databases},
  booktitle    = {Proceedings of the 1998 ACM SIGMOD International Conference on Management of Data (SIGMOD'98)},
  address      = {Seatle, USA},
  pages        = {73--84},
  month        = {June},
  year         = {1998}
}

@InProceedings{Guha:99,
  author    = {Sudipto Guha and Rajeev Rastogi and Kyuseok Shim},
  title     = {\textsc{ROCK}: A Robust Clustering Algorithm for Categorical Attributes},
  booktitle = {Proceedings of the 15th International Conference on Data Engineering (ICDE'99)},
  month     = {March},
  address   = {Sydney, Australia},
  pages     = {512--521},
  year      = {1999}
}

@InProceedings{Guha:04,
  author    = {Sudipto Guha and Chulyun Kim and Kyuseok Shim},
  title     = {XWAVE: Approximate Extended Wavelets for Streaming Data.},
  booktitle = {Proceedings of the Thirtieth International Conference on Very Large Data Bases (VLDB'04)},
  pages     = {288-299},
  location  = {Toronto, Canada}, 
  publisher = {Morgan Kaufmann},
  month			= {August/September}, 
  year      = {2004}
}


@InProceedings{Guttman:84,
  author    = {Antonin Guttman},
  title     = {\textsc{R}-Trees: A Dynamic Index Structure for Spatial Searching},
  booktitle = {Proceedings of the 1984 ACM SIGMOD International Conference on Management of Data (SIGMOD'84)},
  month     = {June},
  address   = {Boston, USA},
  pages     = {47--57},
  year      = {1984}
}


@InProceedings{Jiang:02,
  author       = {Changhao Jiang and Yiheng Li and Minglong Shao and Peng Jia},
  title        = {Accelerating Clustering Methods through Fractal Based Analysis},
  booktitle    = {Proceddings of the ACM SIGKDD Workshop on Fractals and Self-similarity
                  in Data Mining: Issues and Approaches},
  address      = {Edmonton, Canada},
  pages        = {16--20},
  month        = {July},
  year         = {2002}
}

@InProceedings{Jin:03,
   author 		= {Cheqing Jin and Weining Qian and Chaofeng Sha and Jeffrey X. Yu and Aoying Zhou},
   title 			= {Dynamically maintaining frequent items over a data stream},
   booktitle 	= {Proceedings of the twelfth international conference on Information and knowledge management (CIKM '03)},
   pages 			= {287--294},
   location 	= {New Orleans, USA},
   publisher 	= {ACM Press},
   month 			= {November}, 
   year 			= {2003}
 }



@InProceedings{John:94,
  author    = {George H. John and Ron Kohavi and Karl Pfleger},
  title     = {Irrelevant Features and the Subset Selection Problem},
  booktitle = {Proceedings of the 11th International Conference on Machine Learning (ICML'94)},
  pages     = {121--129},
  address   = {New Brunswick, USA},
  month     = {July},
  year      = {1994}
}

@InProceedings{Kantardzic:04,
   author 		= {Mehmed Kantardzic and Pedram Sadeghian and Chun Shen},
   title 			= {The time diversification monitoring of a stock portfolio: an approach based on the fractal dimension},
   booktitle 	= {Proceedings of the 2004 ACM Symposium on Applied Computing(SAC'04)},
   pages 			= {637--641},
   location 	= {Nicosia, Cyprus},
   publisher 	= {ACM Press},
   month			= {March},
   year 			= {2004}
 }


@InProceedings{Kamel:94,
  author    = {Ibrahim Kamel and Christos Faloutsos},
  title     = {Hilbert R-tree: An Improved R-tree using Fractals},
  booktitle = {Proceedings of 20th International Conference on Very Large Data Bases (VLDB'94)},
  month     = {September},
  address   = {Santiago de Chile, Chile},
  pages     = {500--509},
  year      = {1994}
}

@InProceedings{Kanth:98,
  author       = {Kothuri Venkata Ravi Kanth and Divyakant Agrawal and Ambuj K. Singh},
  title        = {Dimensionality Reduction for Similarity Searching in Dynamic Databases},
  booktitle    = {Proceedings of the 1998 ACM SIGMOD International Conference on Management of Data (SIGMOD'98)},
  address      = {Seatle, USA},
  pages        = {166--176},
  month        = {June},
  year         = {1998}
}

@InProceedings{Katayama:97,
  author    = {Norio Katayama and Shin'ichi Satoh},
  title     = {The \textsc{SR}-tree: An Index Structure for High-Dimensional Nearest Neighbor Queries},
  booktitle = {Proceedings ACM SIGMOD International Conference  on Management of Data (SIGMOD'97)},
  month     = {May},
  address   = {Tucson, USA},
  pages     = {369--380},
  year      = {1997}
}

@InProceedings{Keogh:01,
  author    = {Eamonn J. Keogh and Kaushik Chakrabarti and Sharad Mehrotra and Michael J. Pazzani},
  title     = {Locally Adaptive Dimensionality Reduction for Indexing Large Time Series Databases},
  booktitle = {Proceedings of the 2001 ACM SIGMOD International Conference on Management of Data (SIGMOD'01)},
  address   = {Santa Barbara, USA},
  month     = {May},
  pages     = {151--162},
  year      = {2001}
}


@InProceedings{Kifer:04,
  author    = {Daniel Kifer and Shai Ben-David and Johannes Gehrke},
  title     = {Detecting Change in Data Streams.},
  booktitle = {Proceedings of the Thirtieth International Conference on Very Large Data Bases (VLDB'04)},
  pages     = {180-191},
  month     = {August/September},
  publisher = {Morgan Kaufmann}, 
  address   = {Toronto, Canada},
  year      = {2004}
}

@InProceedings{Kira:92,
  author    = {Kenji Kira and Larry A. Rendell},
  title     = {A Practical Approach to Feature Selection},
  booktitle = {Proceedings of the Ninth International Workshop on Machine Learning (ML'92)},
  address   = {Aberdeen, Scotland},
  pages     = {249--256},
  month     = {July},
  year      = {1992}
}

@InProceedings{Kleinberg:02,
   author 	= {Jon Kleinberg},
   title 	= {Bursty and hierarchical structure in streams},
   booktitle 	= {KDD '02: Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining},
   pages 	= {91--101},
   location 	= {Edmonton, Alberta, Canada},
   month     	= {July},
   publisher 	= {ACM Press},
   year 	= {2002}
 }

@InProceedings{Korn:97,
  author    = {Flip Korn and H. V. Jagadish and Christos Faloutsos},
  title     = {Efficiently Supporting Ad Hoc Queries in Large Datasets of Time Sequences},
  booktitle = {Proceedings of the 1997 ACM SIGMOD International Conference on Management of Data (SIGMOD'97)},
  pages     = {289--300},
  address   = {Tucson, USA},
  month     = {May},
  year      = {1997}
}

@InProceedings{Law:04,
  author    = {Yan-Nei Law and Haixun Wang and Carlo Zaniolo},
  title     = {Query Languages and Data Models for Database Sequences and Data Streams.},
  booktitle = {Proceedings of the Thirtieth International Conference on Very Large Data Bases (VLDB'04)},
  publisher = {Morgan Kaufmann},
  pages     = {492-503},
  month			= {August/September},
  address		= {Toronto, Canada},  
  year      = {2004}
  
}


@InProceedings{Lin:02,
  author       = {Cheng-Ru Lin and Ming-Syan Chen},
  title        = {A Robust and Efficient Clustering Algorithm based on Cohesion Self-Merging},
  booktitle    = {Proceedings of the Eighth ACM SIGKDD International
                  Conference on Knowledge Discovery and Data Mining (KDD'02)},
  address      = {Edmonton, Canada},
  pages        = {582--587},
  month        = {July},
  year         = {2002}
}

@InProceedings{Lin:03,
   author 		= {Jessica Lin and Eamonn Keogh and Stefano Lonardi and Bill Chiu},
   title 			= {A symbolic representation of time series, with implications for streaming algorithms},
   booktitle 	= {Proceedings of the 8th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery (DMKD'03)},
   pages 			= {2--11},
   location 	= {San Diego, California, USA},
   publisher 	= {ACM Press},
   month			= {June},
   year 			= {2003}
 }

@InProceedings{Liu:01,
  author    = {Y. Liu and N. A. Lazar and W. E. Rothfus and M. Buzoianu and Takeo Kanade},
  title     = {Classification-Driven Feature Space Reduction for Semantic-based Neuroimage Retrieval},
  booktitle = {VISIM Workshop: Information Retrieval and Exploration in Large Medical Image Collections},
  address   = {Utrecht, The Netherlands},
  month     = {October},
  year      = {2001}
}

@InProceedings{Maier:05,
  author    = {David Maier and Jin Li and Peter A. Tucker and Kristin Tufte and Vassilis Papadimos},
  title     = {Semantics of Data Streams and Operators.},
  booktitle = {Proceedings of the 10th International Conference on Database Theory (ICDT '05)},
  pages     = {37-52},
  address		= {Edinburgh, UK}, 
  publisher = {Springer},
  series    = {Lecture Notes in Computer Science},
  volume    = {3363},
  month			= {January}, 
  year      = {2005}
}

@InProceedings{Manjhi:05,
  author    = {Amit Manjhi and Vladislav Shkapenyuk and Kedar Dhamdhere and Christopher Olston},
  title     = {Finding (Recently) Frequent Items in Distributed Data Streams.},
  booktitle = {Proceedings of the 21st International Conference on Data Engineering (ICDE'05)},
  address		= {Tokyo, Japan}, 
  pages     = {767-778},
  month 		= {April}, 
  publisher = {IEEE Computer Society},
  year      = {2005}
}


@InProceedings{Mehta:96,
  author    = {Manish Mehta and Rakesh Agrawal and  Jorma Rissanen},
  title     = {\textsc{SLIQ}: A Fast Scalable Classifier for Data Mining},
  booktitle = {Advances in Database Technology - EDBT'96, 5th International
               Conference on Extending Database Technology},
  address   = {Avignon, France},
  month     = {March},
  publisher = {Springer},
  series    = {Lecture Notes in Computer Science},
  volume    = {1057},
  year      = {1996},
  pages     = {18-32}
}

@InProceedings{Metwally:05,
  author    = {Ahmed Metwally and Divyakant Agrawal and Amr El Abbadi},
  title     = {Efficient Computation of Frequent and Top-k Elements in Data Streams.},
  booktitle = {Proceeding of the 10th International Conference on Database Theory (ICDT '05)},
  pages     = {398-412},
  address		= {Edinburgh, UK}, 
  publisher = {Springer},
  series    = {Lecture Notes in Computer Science},
  volume    = {3363},
  month 		= {January}, 
  year      = {2005}
}


@InProceedings{Ng:94,
  author       = {Raymond T. Ng and Jiawei Han},
  title        = {Efficient and Effective Clustering Methods for Spatial
                  Data Mining},
  booktitle    = {Proceedings of the 20th International Conference on Very Large Data Bases (VLDB'94)},
  address      = {Santiago, Chile},
  pages        = {144-155},
  month        = {September},
  year         = {1994}
}


@InProceedings{Nunes:09a,
	author 		= {Santiago A. Nunes and Luciana A. S. Romani and Elaine P. M. Sousa},
	title 		= {Análise de comportamento de dados climáticos evolutivos baseada na dimensão fractal},
	booktitle = {Anais do III Workshop de Iniciação Científica e Tecnológica da Computação - 12ª Semana da Computação ICMC-USP},
	address 	= {São Carlos - SP, Brasil},
	year 			= {2009},
	pages 		= {37--38}
}


@InProceedings{Nunes:09b,
	author 		= {Santiago A. Nunes and Elaine P. M. Sousa},
	title 		= {Análise de Comportamento de Data Streams Aplicada a Dados Climáticos},
	booktitle = {Anais do 17º Simpósio de Iniciação Científica da Universidade de São Paulo},
	address 	= {São Carlos - SP, Brasil},
	year 			= {2009},
	pages 		= {1}
}



@InProceedings{Nunes:10,
	author 		= {Santiago A. Nunes and Luciana A. S. Romani and Ana M. H. Avila and Caetano Traina Junior and Elaine P. M. Sousa and Agma J. M. Traina},
	title 		= {An{\'a}lise baseada em fractais para identifica\c{c}{\~a}o de mudan\c{c}as de tend{\^e}ncias em m{\'u}ltiplas s{\'e}ries clim{\'a}ticas},
	booktitle = {Proceedings of the {XXV} Brazilian Symposium on Databases - Short Paper Session},
	address 	= {Belo Horizonte, Brasil},
  month     = {October},
	year 			= {2010},
	pages 		= {65--72}
}


@InProceedings{Nunes:11b,
	author 		= {S. A. Nunes and L. A. S. Romani and A. M. H. Avila and E. P. M. Sousa and A. J. M. Traina},
	title 		= {Combinando análise fractal e mineração de séries temporais para identificação de extremos climáticos regionais.},
	booktitle = {Anais do XXX Concurso de Trabalhos de Iniciação Científica (CTIC 2011) - XXXI Congresso da Sociedade Brasileira de Computação (CSBC 2011)},
	address 	= {Natal, Brasil},
  month     = {Julho},
	year 			= {2011},
	pages 		= {164--173}
}

 

@InProceedings{O'Callaghan:02,
  author    = {Liadan O'Callaghan and Adam Meyerson and Rajeev Motwani and Nina Mishra and Sudipto Guha},
  title     = {Streaming-Data Algorithms for High-Quality Clustering},
  booktitle = {Proceedings of the 18th International Conference on Data Engineering (ICDE'02)},
  publisher = {IEEE Computer Society},
  pages     = {685--696},
  address   = {San Jose, CA, USA},
  month     = {February/March},
  year      = {2002}
}



@InProceedings{Pagel:00,
  author       = {Bernd-Uwe Pagel and Flip Korn and Christos Faloutsos},
  title        = {Deflating the Dimensionality Curse Using Multiple Fractal Dimensions},
  booktitle    = {Proceedings of the 16th International Conference on Data Engineering (ICDE'00)},
  address      = {San Diego, USA},
  pages        = {589--598},
  month        = {February/March},
  year         = {2000}
}

@InProceedings{Palmer:02,
   author 	= {Christopher R. Palmer and Phillip B. Gibbons and Christos Faloutsos},
   title 	= {ANF: A Fast and Scalable Tool for Data Mining in Massive Graphs},
   bookTitle 	= {Proceedings of the eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2002)},
   address	= {Edmonton, Canada},
   publisher 	= {ACM Press},
   pages 	= {81--90},
   month 	= {July},
   year 	= {2002} 
}

@InProceedings{Pan:02,
   author 	= {Jia-Yu Pan and Christos Faloutsos},
   title 	= {GeoPlot: Spatial Data Mining on Video Libraries},
   bookTitle 	= {Proceedings of the 11th International Conference on Information and Knowledge Management (CIKM 2002)},
   address	= {McLean, EUA},
   publisher 	= {ACM Press},
   pages 	= {405--412},
   month 	= {November},
   year 	= {2002} 
}

@InProceedings{Pinto:07,
  author    = {Carlos Pinto and Jo{\~a}o Gama},
  title     = {Incremental discretization, application to data with concept drift},
  booktitle = {Proceedings of the 2007 ACM Symposium on Applied Computing (SAC'07)},
  year      = {2007},
  pages     = {467--468},
  publisher = {ACM}
}

@InProceedings{Rastogi:98,
  author       = {Rajeev Rastogi and Kyuseok Shim},
  title        = {\textsc{PUBLIC}: A Decision Tree Classifier that Integrates Building and Pruning},
  booktitle    = {Proceedings of the 24th International Conference on Very Large Data Bases (VLDB'98)},
  address      = {New York, USA},
  pages        = {404--415},
  month        = {August},
  year         = {1998}
}


@InProceedings{Romani:09a,
  author       = {L. A. S. Romani and E. P. M. Sousa and M. X. Ribeiro and J. Zullo and C. Traina and A. Traina},
  title        = {Employing Fractal Dimension to Analyze Climate and Remote Sensing Data Streams},
  booktitle    = {Proceedings of the First SIAM Workshop on Multimedia Data Mining (in conjunction with the SIAM Data Mining Conference - SDM 2009)},
  address      = {Sparks, USA},
  pages        = {1-12},
  year         = {2009}
}

@InProceedings{Rodrigues:07,
  author       = {Pedro Pereira Rodrigues and Jo{\~a}o Gama},
  title        = {A Semi-Fuzzy Approach for Online Divisive-Agglomerative Clustering},
  booktitle    = {Proceedings of the Workshop on Knowledge Discovery from Ubiquitous Data Streams (in conjunction with 18th European Conference on Machine Learning (ECML'07) and the 11th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'07))},
  address      = {Warsaw, Poland},
  pages        = {107--116},
  month        = {September},
  year         = {2007}
}

@InProceedings{Robinson:81,
 author     = {John T. Robinson},
 title      = {The \textsc{K-D-B}-tree: a search structure for large multidimensional dynamic indexes},
 booktitle  = {Proceedings of the 1981 ACM SIGMOD International Conference on Management of Data (SIGMOD'81)},
 pages      = {10--18},
 addrees    = {Ann Arbor, USA},
 month      = {April/May},
 year       = {1981}
}

@InProceedings{Santos:01,
  author       = {Roberto F. Santos-Filho and Agma J. M. Traina and Caetano Traina and Christos Faloutsos},
  title        = {Similarity Search without Tears: The \textsc{OMNI} Family of All-purpose Access Methods},
  booktitle    = {Proceedings of the 17th International Conference on Data Engineering (ICDE'01)},
  pages        = {623--630},
  month        = {April},
  address      = {Heidelberg, Germany},
  year         = {2001}
}

@inproceedings{Santos:02,
  author       = {Roberto F. Santos-Filho and Elaine Parros Machado Sousa
                  and Agma J. M. Traina and Caetano Traina},
  title        = {Desmistificando o Conceito de Consultas por Similaridade: A Busca de Novas Aplicações na Medicina},
  booktitle    = {Anais (em CDROM) do II Workshop de Informática Médica, em conjunto com o
                  XVII Simpósio Brasileiro de Banco de Dados},
  month        = {Outubro},
  address      = {Gramado, Brasil},
  year         = {2002}
}

@InProceedings{Sellis:87,
  author    = {Timos K. Sellis and Nick Roussopoulos and Christos Faloutsos},
  title     = {The \textsc{R}+-tree: A Dynamic Index for Multi-Dimensional Objects},
  booktitle = {Proceedings of the 13th International Conference on Very Large Data Bases (VLDB'87)},
  pages     = {507--518},
  address   = {Brighton, England},
  month     = {September},
  year      = {1987}
}


@InProceedings{Shafer:96,
  author       = {John Shafer and Rakesh Agrawal and Manish Mehta},
  title        = {\textsc{SPRINT}: A Scalable Parallel Classifier for Data Mining},
  booktitle    = {Proceedings of the 22th International Conference on Very Large Data Bases (VLDB'96)},
  address      = {Mumbai, India},
  pages        = {544--555},
  month        = {September},
  year         = {1996}
}

@InProceedings{Singh:95,
  author    = {Moninder Singh and Gregory M. Provan},
  title     = {A Comparison of Induction Algorithms for Selective and non-Selective Bayesian Classifiers},
  booktitle = {Proceedings of the 12th International Conference on Machine Learning (ICML'95)},
  pages     = {497--505},
  address   = {Tahoe City, USA},
  month     = {July},
  year      = {1995}
}

@InProceedings{Srivastava:04,
  author    = {Utkarsh Srivastava and Jennifer Widom},
  title     = {Memory-Limited Execution of Windowed Stream Joins.},
  booktitle = {Proceedings of the Thirtieth International Conference on Very Large Data Bases (VLDB'04)},
  location  = {Toronto, Canada},
  publisher = {Morgan Kaufmann},
  month			= {August},
  year      = {2004}
 }

@InProceedings{Sousa:02,
  author       = {Elaine Parros Machado Sousa and Caetano Traina and Agma J. M. Traina and Christos Faloutsos},
  title        = {How to Use Fractal Dimension to Find Correlations Between Attributes},
  booktitle    = {Proceddings of the ACM SIGKDD Workshop on Fractals and Self-similarity
                  in Data Mining: Issues and Approaches},
  address      = {Edmonton, Canada},
  pages        = {26--30},
  month        = {July},
  year         = {2002}
}

@InProceedings{Sousa:03,
  author       = {Elaine Parros Machado Sousa and Agma J. M. Traina and Caetano Traina},
  title        = {\textsc{SID}: Calculating the Intrinsic Dimension of Data Streams},
  booktitle    = {Proceedings of the II ACM SIGKDD Workshop on Fractals, Power Laws and
                  Other Next Generation Data Mining Tools},
  address      = {Washington DC, USA},
  pages        = {18--23},
  month        = {August},
  year         = {2003}
}

@InProceedings{Sousa:06,
   author 		= {Elaine P. M. Sousa and Agma J. M. Traina and Caetano Traina and Christos Faloutsos},
   title 			= {Evaluating the Intrinsic Dimension of Evolving Data Streams},
   booktitle 	= {Proceedings of the 2006 ACM Symposium on Applied Computing (SAC'06)},
   address	 	= {Dijon, France},
   pages        = {643--648},
   publisher 	= {ACM Press},
   year 			= {2006}
}

@InProceedings{Sousa:06a,
   author 		= { Elaine P. M. Sousa and Marcela X. Ribeiro and Agma J. M. Traina and Caetano Traina},
   title 			= {Tracking the Intrinsic Dimension of Evolving Data Streams to Update Association Rules},
   booktitle 	= {Proceedings of the 3rd International Wokshop on Knowledge Discovery from Data Streams (in conjunction with the 23rd International Conference on Machine Learning (ICML'06))},
   address	 	= {Pittsburgh, USA},
   year 			= {2006}
}

@InProceedings{Traina:00,
  author       = {Caetano Traina and Agma Traina and Leejay Wu and Christos Faloutsos},
  title        = {Fast Feature Selection using Fractal Dimension},
  booktitle    = {XV Brazilian Symposium on Databases (SBBD'00)},
  address      = {João Pessoa, Brazil},
  pages        = {158--171},
  month        = {October},
  year         = {2000}
}

@InProceedings{Traina:00a,
  author    = {Caetano Traina and Agma J. M. Traina and Bernhard Seeger and Christos Faloutsos},
  title     = {Slim-trees: High Performance Metric Trees Minimizing Overlap Between Nodes},
  booktitle = {Advances in Database Technology - EDBT 2000, 7th International
               Conference on Extending Database Technology},
  publisher = {Springer},
  series    = {Lecture Notes in Computer Science},
  volume    = {1777},
  pages     = {51--65},
  month     = {March},
  address   = {Konstanz, Germany},
  year      = {2000}
}


@InProceedings{Traina:01,
  author       = {Agma Traina and Caetano Traina and Spiros Papadimitriou and Christos Faloutsos},
  title        = {Tri-Plots: Scalable Tools for Multidimensional Data Mining},
  booktitle    = {Proceedings of the Seventh ACM SIGKDD International
                  Conference on Knowledge Discovery and Data Mining (KDD'01)},
  address      = {San Francisco, USA},
  pages        = {184--193},
  month        = {August},
  year         = {2001}
}

@InProceedings{Traina:02,
  author       = {Caetano Traina and Agma J. M. Traina and Roberto F. Santos-Filho
                  and Christos Faloutsos},
  title        = {How to improve the pruning ability of dynamic metric access methods},
  booktitle    = {Proceedings of the 11th International Conference on Information and Knowledge
                  Management  (CIKM'02)},
  address      = {McLean, USA},
  pages        = {219--226},
  month        = {November},
  year         = {2002}
}

@InProceedings{Valfaie:93,
  author       = {Haleh Vafaie and Kenneth DeJong},
  title        = {Robust Feature Selection Algorithms},
  booktitle    = {Proceedings of the Fifth International Conference on Tools with Artificial Intelligence (ICTAI '93)},
  address      = {Boston, USA},
  pages        = {356--363},
  month        = {November},
  year         = {1993}
}


@InProceedings{White:96,
  author    = {David A. White and  Ramesh Jain},
  title     = {Similarity Indexing with the \textbf{SS}-tree},
  booktitle = {Proceedings of the 12th International Conference on Data Engineering (ICDE'96)},
  pages     = {516--523},
  month     = {February/March},
  address   = {New Orleans,USA},
  year      = {1996}
}

@InProceedings{Wu:04,
   author 		= {Kun-Lung Wu and Shyh-Kwei Chen and Philip S. Yu},
   title 			= {Interval query indexing for efficient stream processing},
   booktitle 	= {Proceedings of the Thirteenth ACM conference on Information and Knowledge Management (CIKM '04)},
   pages 			= {88--97},
   location 	= {Washington, D.C., USA},
   publisher 	= {ACM Press},
   month     = {November},
   year 			= {2004}
 }



@InProceedings{Yianilos:93,
  author    = {Peter N. Yianilos},
  title     = {Data Structures and Algorithms for Nearest Neighbor Search in General Metric Spaces},
  booktitle = {Proceedings of the Fourth Annual ACM SIGACT-SIAM Symposium on Discrete Algorithms},
  pages     = {311--321},
  month     = {January},
  address   = {Austin,USA},
  year      = {1993}
}


@InProceedings{Zhang:96,
  author       = {Tian Zhang and Raghu Ramakrishnan and Miron Livny},
  title        = {\textsc{BIRCH}: An Efficient Data Clustering Method for Very Large Databases},
  booktitle    = {Proceedings of the 1996 ACM SIGMOD International Conference on Management of Data (SIGMOD'96)},
  address      = {Montreal, Canada},
  pages        = {103--114},
  month        = {June},
  year         = {1996}
}

@InProceedings{Zhu:03,
   author = {Yunyue Zhu and Dennis Shasha},
   title = {Efficient elastic burst detection in data streams},
   booktitle = {KDD '03: Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining},
   pages = {336--345},
   location = {Washington, D.C., USA},
   publisher = {ACM Press},
   year = {2003}
 }

@InProceedings{Zhu:04,
  author    = {Yali Zhu and Elke A. Rundensteiner and George T. Heineman},
  title     = {Dynamic Plan Migration for Continuous Queries Over Data Streams.},
  booktitle = {Proceedings of the 2004 ACM SIGMOD International Conference on Management of Data (SIGMOD'04)},
  pages     = {431-442},
  address		= {Paris, France}, 
  month			= {June}, 
  year      = {2004}
}





%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% BOOKS
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

@InBook{Cheeseman:96,
  author       = {Peter Cheeseman and John Stutz},
  crossref     = {Fayyad:96},
  title        = {Bayesian Classification (AutoClass): Theory and Results},
  pages        = {153--180}
}

@InBook{Fayyad:96a,
  author       = {Usama M. Fayyad and Gregory Piatetsky-Shapiro and Padhraic Smyth},
  crossref     = {Fayyad:96},
  title        = {From Data Mining to Knowledge Discovery: An Overview},
  pages        = {1--34}
}

@InBook{Heckerman:96,
  author       = {David Heckerman},
  crossref     = {Fayyad:96},
  title        = {Bayesian Networks for Knowledge Discovery},
  pages        = {273--305}
}

@Book{Fayyad:96,
  editor       = {Usama M. Fayyad and Gregory Piatetsky-Shapiro and Padhraic Smyth and Ramasamy Uthurusamy},
  title        = {Advances in Knowledge Discovery and Data Mining},
  publisher    = {AAAI Press},
  address      = {Menlo Park, USA},
  year         = {1996}
}

%--------------------
@Book{Chaudhry:05,
  editor       = {Nauman Chaudhry and Kevin Shaw  and Mahdi Abdelguerfi},
  title        = {Stream Data Management},
  publisher    = {Springer Science+Business Media},
  series       = {Advances in Database Systems},
  address      = {New York, USA},
  year         = {2005}
}

@InBook{Chaudhry:05a,
  author       = {Nauman Chaudhry},
  crossref     = {Chaudhry:05},
  title        = {Introduction to Stream Data Management},
  pages        = {1--13}
}


%--------------------

@Book{Faloutsos:96,
  author       = {Christos Faloutsos},
  title        = {Searching Multimedia Databases by Content},
  publisher    = {Kluwer Academic Publishers},
  address      = {Norwell, USA},
  year         = {1996}
}

@Book{Han:00,
  author       = {Jiawei Han and Micheline Kamber},
  title        = {Data Mining: Concepts and Techniques},
  publisher    = {Morgan Kaufmann},
  address      = {San Francisco, USA},
  year         = {2000}
}

@Book{Hand:01,
  author       = {David Hand and Heikki Mannila and Padhraic Smyth},
  publisher    = {MIT Press},
  title        = {Principals of Data Mining},
  address      = {Cambrige, USA},
  year         = {2001}
}

@Book{Haykin:99,
  author       = {Simon Haykin},
  title        = {Neural Networks: a Comprehensive Foundation},
  publisher    = {Prentice Hall},
  edition      = {2nd},
  address      = {Upper Saddle River, USA},
  year         = {1999}
}

@Book{Langsam:90,
  author       = {Yedidyah Langsam and Moshe J. Augenstein and Aaron M. Tenenbaum},
  publisher    = {Prentice Hall},
  title        = {Data Structures Using \textsc{C} and \textsc{C}++},
  address      = {Upper Saddle River, USA},
  edition      = {2nd},
  year         = {1990}
}

@Book{Mandelbrot:83,
  author       = {Benoit B. Mandelbrot},
  publisher    = {W. H. Freeman and Company},
  title        = {The Fractal Geometry of Nature: updated and augmented},
  address      = {New York, USA},
  year         = {1983}
}

%-----------------------

@InBook{Braga:03,
  author       = {Antônio Pádua Braga and André C. P. L. F. de Carvalho and Teresa Bernarda Ludermir},
  crossref     = {Rezende:03},
  title        = {Redes Neurais Artificiais},
  pages        = {141--168}
}

@InBook{Monard:03,
  author       = {Maria Carolina Monard and José Augusto Baranauskas},
  crossref     = {Rezende:03},
  title        = {Indução de Regras e Árvores de Decisão},
  pages        = {115--139}
}

@InBook{Rezende:03a,
  author       = {Solange Oliveira Rezende and Jaqueline Brigladori Pugliesi and Edson Augusto Melanda and Marcos Ferreira de Paula},
  crossref     = {Rezende:03},
  title        = {Mineração de Dados},
  pages        = {307--336}
}

@Book{Rezende:03,
  editor       = {Solange Oliveira Rezende},
  title        = {Sistemas Inteligentes: Fundamentos e Aplicações},
  publisher    = {Editora Manole},
  address      = {Barueri, Brasil},
  year         = {2003}
}


%-----------------------

@Book{Schroeder:91,
  author       = {Manfred Schroeder},
  publisher    = {W. H. Freeman and Company},
  title        = {Fractals, Chaos, Power Laws: Minutes from an Infinite Paradise},
  address      = {New York, USA},
  year         = {1991}
}

@Book{Kantardzic:05,
  editor       = {Mehmed Kantardzic and Jozef Zurada},
  title        = {Next Generation of Data-Mining Applications},
  publisher    = {Wiley-IEEE Press},
  year         = {2005}
}

%----------------------------------------

@InBook{Ganguly:07,
  author       = {A. R. Ganguly and O. A. Omintaomu, Y. Fang and S. Khan and B. L. Bhaduri},
  crossref     = {Gama:07},
  title        = {Knowledge Discovery from Sensor Data for Scientific Applications}
}

@Book{Gama:07,
  title			={Learning from data streams: processing techniques in sensor networks},
  author		={J. Gama and M. M. Gaber},
  year			={2007},
  publisher	={Springer}
}




%----------------------------------------

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% REPORTS
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@phdthesis {Arantes:05,
	author	= {Adriano Siqueira Arantes},
	title		= {Consultas por Similaridade Complexas em Gerenciadores Relacionais},
	school	= {Instituto de Ciências Matemáticas e de Computação - ICMC, Universidade de São Paulo - USP},
	address	= {São Carlos, São Paulo},
	year		= {2005}
}

@phdthesis {Sousa:06d,
	author	= {Elaine Parros Machado Sousa},
	title		= {Identificação de correlações usando a Teoria de Fractais},
	school	= {Instituto de Ciências Matemáticas e de Computação - ICMC, Universidade de São Paulo - USP},
	address	= {São Carlos, SP},
	pages   = {147p.},
	year		= {2006}
}


@TechReport{Bradley:98a,
  author       = {Paul S. Bradley and Usama M. Fayyad and Cory A. Reina},
  title        = {Scaling \textsc{EM} (\textsc{E}xpectation-\textsc{M}aximization) Clustering to Large Databases},
  institution  = {Microsoft Research},
  year         = {1998},
  number       = {MSR-TR-98-35},
  address      = {Redmond, USA},
  note         = {http://www.research.microsoft.com/research/pubs/trpub.aspx}
}

@TechReport{Scherf:97,
  author       = {M. Scherf and W. Brauer},
  title        = {Feature Selection by Means of a Feature Weighting Approach},
  institution  = {Munich University of Technology},
  number       = {FKI-221-97},
  address      = {Munich, Germany},
  year         = {1997}
}

@MISC{Sloan:03,
  title      = {Sloan Digital Sky Survey},
  note       = {http://www.sdss.org},
  year       = {2003}
}

@MISC{TSDMA,
	author	={Keogh, E. and Folias, T.},
	title		={The \textsc{UCR} \textsc{T}ime \textsc{S}eries \textsc{D}ata \textsc{M}ining \textsc{A}rchive.
       \textsc{R}iverside \textsc{CA}. \textsc{U}niversity of \textsc{C}alifornia, \textsc{C}omputer
       \textsc{S}cience and \textsc{E}ngineering \textsc{D}epartment, 2002    			[http://www.cs.ucr.edu/~eamonn/TSDMA/index.html]}
}

@TechReport{Traina:99,
  author        = {Caetano Traina and Agma Juci Machado Traina and Christos Faloutsos},
  title         = {Distance exponent : a new concept for selectivity estimation in metric trees},
  institution   = {Carnegie Mellon University - School of Computer Science},
  number        = {CMU-CS-99-110},
  address       = {Pittsburgh, USA},
  month         = {March},
  year          = {1999}
}

@book{morettin2006,
   Author = {Pedro A. Morettin and Clélia M. C. Toloi},
   Title = {Análise de séries temporais},
   Publisher = {edição São Paulo: Editora Edgard Blücher Ltda},
   Address = {São Paulo},
   Year = {2006} 
}

@book{wei2006,
   Author = {William W. S. Wei},
   Title = {Time Series Analysis: univariate and multivariate methods},
   Publisher = {Second edition USA: Pearson Addison Wesley},
   Address = {USA},
   Year = {2006} 
}

%ADICAO SANTIAGO%
% This file was created with JabRef 2.7b.
% Encoding: ISO8859_1

@INPROCEEDINGS{DBLP:conf/kdd/AbeZL06,
  author = {Naoki Abe and Bianca Zadrozny and John Langford},
  title = {Outlier detection by active learning},
  booktitle = {KDD},
  year = {2006},
  pages = {504-509},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  crossref = {DBLP:conf/kdd/2006},
  ee = {http://doi.acm.org/10.1145/1150402.1150459},
  file = {:pdf_files/Outlier Detection by Active Learning.pdf:PDF}
}

@INPROCEEDINGS{DBLP:conf/sigmod/AgrawalIS93,
  author = {Rakesh Agrawal and Tomasz Imielinski and Arun N. Swami},
  title = {Mining Association Rules between Sets of Items in Large Databases},
  booktitle = {SIGMOD Conference},
  year = {1993},
  pages = {207-216},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  crossref = {DBLP:conf/sigmod/93},
  ee = {http://doi.acm.org/10.1145/170035.170072, db/conf/sigmod/AgrawalIS93.html},
  file = {:pdf_files/Mining associationrules between sets of items in large databases.pdf:PDF}
}

@INPROCEEDINGS{DBLP:conf/vldb/AgrawalS94,
  author = {Rakesh Agrawal and Ramakrishnan Srikant},
  title = {Fast Algorithms for Mining Association Rules in Large Databases},
  booktitle = {VLDB},
  year = {1994},
  pages = {487-499},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  crossref = {DBLP:conf/vldb/94},
  ee = {db/conf/vldb/vldb94-487.html},
  file = {:pdf_files/Fast Algorithms for Mining Association Rules in Large Databases.PDF:PDF}
}

@INPROCEEDINGS{DBLP:conf/ssdbm/BaiocoTT07,
  author = {Gisele Busichia Baioco and Agma J. M. Traina and Caetano Traina Jr.},
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  pages = {71-80},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://doi.acm.org/10.1145/347090.347107},
  file = {:pdf_files/Mining high-speed data streams.pdf:PDF}
}

@INCOLLECTION{DBLP:books/mit/fayyadPSU96/FayyadPS96,
  author = {Usama M. Fayyad and Gregory Piatetsky-Shapiro and Padhraic Smyth},
  title = {From Data Mining to Knowledge Discovery: An Overview},
  booktitle = {Advances in Knowledge Discovery and Data Mining},
  year = {1996},
  pages = {1-34},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  file = {:pdf_files/From Data Mining to Knowledge Discovery\: An Overview.pdf:PDF}
}

@ARTICLE{DBLP:journals/aim/FrawleyPM92,
  author = {William J. Frawley and Gregory Piatetsky-Shapiro and Christopher
	J. Matheus},
  title = {Knowledge Discovery in Databases: An Overview},
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  year = {1992},
  volume = {13},
  pages = {57-70},
  number = {3},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://www.aaai.org/ojs/index.php/aimagazine/article/view/1011},
  file = {:pdf_files/Knowledge Discovery in Databases\: An Overview.pdf:PDF}
}

@ARTICLE{DBLP:journals/sigmod/GaberZK05,
  author = {Mohamed Medhat Gaber and Arkady B. Zaslavsky and Shonali Krishnaswamy},
  title = {Mining data streams: a review},
  journal = {SIGMOD Record},
  year = {2005},
  volume = {34},
  pages = {18-26},
  number = {2},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://doi.acm.org/10.1145/1083784.1083789},
  file = {:pdf_files/Mining data streams\: a review.pdf:PDF}
}

@ARTICLE{DBLP:journals/csur/GaedeG98,
  author = {Volker Gaede and Oliver G{\"u}nther},
  title = {Multidimensional Access Methods},
  journal = {ACM Comput. Surv.},
  year = {1998},
  volume = {30},
  pages = {170-231},
  number = {2},
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  ee = {db/journals/csur/GaedeG98.html},
  file = {:pdf_files/Multidimensional Access Methods.pdf:PDF}
}

@BOOK{Gama:2010:KDD:1855075,
  title = {Knowledge Discovery from Data Streams},
  publisher = {Chapman \& Hall/CRC},
  year = {2010},
  author = {Gama, Joao},
  edition = {1st},
  file = {:pdf_files/Knowledge Discovery from Data Streams -Joao Gama 2010/ebk1439826119-f.pdf:PDF},
  isbn = {1439826110, 9781439826119}
}

@BOOK{ds:gama-gaber,
  title = {Learning from Data Streams -- Processing techniques in Sensor Networks},
  publisher = {Springer},
  year = {2007},
  author = {Gama, J. and (Eds), M. Gaber},
  added-at = {2008-04-30T12:59:47.000+0200},
  biburl = {http://www.bibsonomy.org/bibtex/21ad34601fa53a0171eba6ff0e2d9596a/kdubiq},
  description = {KDubiq Blueprint},
  file = {:pdf_files/Gama J., Gaber M. M. - Learning from Data Streams. Processing Techniques in Sensor Networks(2007)(1st edition)(244).pdf:PDF},
  interhash = {43a51f6c398f1e5dc7287f6f2f783aa6},
  intrahash = {1ad34601fa53a0171eba6ff0e2d9596a},
  keywords = {imported},
  timestamp = {2008-04-30T12:59:47.000+0200}
}

@ARTICLE{Grimm2003,
  author = {Grimm, Alice M.},
  title = {The El Ni\F1o Impact on the Summer Monsoon in Brazil: Regional Processes
	versus Remote Influences},
  journal = {J. Climate},
  year = {2003},
  volume = {16},
  pages = {263--280},
  number = {2},
  month = jan,
  __markedentry = {[santiago]},
  booktitle = {Journal of Climate},
  comment = {doi: 10.1175/1520-0442(2003)016<0263:TENIOT>2.0.CO;2},
  issn = {0894-8755},
  owner = {santiago},
  publisher = {American Meteorological Society},
  timestamp = {2011.09.14},
  url = {http://dx.doi.org/10.1175/1520-0442(2003)016<0263:TENIOT>2.0.CO;2}
}

@ARTICLE{Grimm2009,
  author = {Grimm, Alice M. and Tedeschi, Renata G.},
  title = {ENSO and Extreme Rainfall Events in South America},
  journal = {J. Climate},
  year = {2009},
  volume = {22},
  pages = {1589--1609},
  number = {7},
  month = apr,
  booktitle = {Journal of Climate},
  comment = {doi: 10.1175/2008JCLI2429.1},
  issn = {0894-8755},
  publisher = {American Meteorological Society},
  timestamp = {2011.09.14},
  url = {http://dx.doi.org/10.1175/2008JCLI2429.1}
}

@ARTICLE{DBLP:journals/prl/HeXD03,
  author = {Zengyou He and Xiaofei Xu and Shengchun Deng},
  title = {Discovering cluster-based local outliers},
  journal = {Pattern Recognition Letters},
  year = {2003},
  volume = {24},
  pages = {1641-1650},
  number = {9-10},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://dx.doi.org/10.1016/S0167-8655(03)00003-5},
  file = {:pdf_files/Discovering cluster-based local outliers.pdf:PDF}
}

@ARTICLE{DBLP:journals/sigkdd/HippG02,
  author = {Jochen Hipp and Ulrich G{\"u}ntzer},
  title = {Is pushing constraints deeply into the mining algorithms really what
	we want?: an alternative approach for association rule mining},
  journal = {SIGKDD Explorations},
  year = {2002},
  volume = {4},
  pages = {50-55},
  number = {1},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://doi.acm.org/10.1145/568574.568582},
  file = {:pdf_files/Is pushing constraints deeply into the mining algorithms.pdf:PDF}
}

@ARTICLE{DBLP:journals/air/HodgeA04,
  author = {Victoria J. Hodge and Jim Austin},
  title = {A Survey of Outlier Detection Methodologies},
  journal = {Artif. Intell. Rev.},
  year = {2004},
  volume = {22},
  pages = {85-126},
  number = {2},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://dx.doi.org/10.1023/B:AIRE.0000045502.10941.a9},
  file = {:pdf_files/A Survey of Outlier Detection Methodologies.pdf:PDF}
}

@ARTICLE{DBLP:journals/sigmod/JiangG06,
  author = {Nan Jiang and Le Gruenwald},
  title = {Research issues in data stream association rule mining},
  journal = {SIGMOD Record},
  year = {2006},
  volume = {35},
  pages = {14-19},
  number = {1},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://doi.acm.org/10.1145/1121995.1121998},
  file = {:pdf_files/Research issues in data stream association rule mining.pdf:PDF}
}

@BOOK{manolopoulos2005,
  title = {R-Trees: Theory and Applications (Advanced Information and Knowledge
	Processing)},
  publisher = {Springer},
  year = {2005},
  author = {Manolopoulos, Yannis and Nanopoulos, Alexandros and Papadopoulos,
	Apostolos N. and Theodoridis, Y.},
  edition = {1},
  month = sep,
  day = {30},
  file = {:pdf_files/Manolopoulos, Nanopoulos, Theodoridis - 2006 - R-Trees Theory and Applications.pdf:PDF},
  howpublished = {Hardcover},
  isbn = {1852339772},
  keywords = {algorithms, books, diss-lit-pa, gis-algorithms},
  posted-at = {2008-07-21 09:35:26},
  priority = {2},
  url = {http://www.amazon.com/exec/obidos/redirect?tag=citeulike07-20\&path=ASIN/1852339772}
}

@ARTICLE{DBLP:journals/jidm/NunesRATST11,
  author = {Santiago Augusto Nunes and Luciana A. S. Romani and Ana Maria Heuminski
	de {\'A}vila and Caetano Traina Jr. and Elaine P. M. de Sousa and
	Agma J. M. Traina},
  title = {Fractal-based Analysis to Identify Trend Changes in Multiple Climate
	Time Series},
  journal = {JIDM},
  year = {2011},
  volume = {2},
  pages = {51-58},
  number = {1},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://seer.lcc.ufmg.br/index.php/jidm/article/view/105},
  file = {:pdf_files/105-389-3-PB.pdf:PDF}
}

@ARTICLE{DBLP:journals/datamine/OteyGP06,
  author = {Matthew Eric Otey and Amol Ghoting and Srinivasan Parthasarathy},
  title = {Fast Distributed Outlier Detection in Mixed-Attribute Data Sets},
  journal = {Data Min. Knowl. Discov.},
  year = {2006},
  volume = {12},
  pages = {203-228},
  number = {2-3},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://dx.doi.org/10.1007/s10618-005-0014-6},
  file = {:pdf_files/Fast Distributed Outlier Detection in Mixed-Attribute Data Sets.pdf:PDF}
}

@ARTICLE{DBLP:journals/sigkdd/Piatetsky-ShapiroS00,
  author = {Gregory Piatetsky-Shapiro and Sam Steingold},
  title = {Measuring Lift Quality in Database Marketing},
  journal = {SIGKDD Explorations},
  year = {2000},
  volume = {2},
  pages = {76-80},
  number = {2},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://doi.acm.org/10.1145/380995.381018},
  file = {:pdf_files/Measuring lift quality in database marketing.pdf:PDF}
}

@ARTICLE{DBLP:journals/sigkdd/RoddickR01,
  author = {John F. Roddick and Sally Rice},
  title = {What's Interesting About Cricket? - On Thresholds and Anticipation
	in Discovered Rules},
  journal = {SIGKDD Explorations},
  year = {2001},
  volume = {3},
  pages = {1-5},
  number = {1},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://doi.acm.org/10.1145/507533.507535},
  file = {:pdf_files/What's Interesting About Cricket? - On Thresholds and Anticipation.pdf:PDF}
}

@ARTICLE{DBLP:journals/sigkdd/RoddickS99,
  author = {John F. Roddick and Myra Spiliopoulou},
  title = {A Bibliography of Temporal, Spatial and Spatio-Temporal Data Mining
	Research},
  journal = {SIGKDD Explorations},
  year = {1999},
  volume = {1},
  pages = {34-38},
  number = {1},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://doi.acm.org/10.1145/846170.846173},
  file = {:pdf_files/A Bibliography of Temporal, Spatial and Spatio-Temporal Data Mining Research.pdf:PDF}
}

@INPROCEEDINGS{SIBAGRO:Romani2003,
  author = {Romani, L. A. S. and Santos, E. H. and Evangelista, S. R. M. and
	Assad, E. D. and Pinto, H.S.},
  title = {Utiliza\c{c}{\~a}o de Esta\c{c}{\~o}es Vizinhas para Estimativa de
	Temperatura e Precipita\c{c}{\~a}o Usando o Inverso do Quadrado da
	Dist{\^a}ncia},
  booktitle = {Anais do XIII Congresso Brasileiro de Agrometeorologia, Santa Maria
	- RS},
  year = {2003},
  pages = {717-718},
  file = {:pdf_files/Luciana_EstimativaTemperatura.pdf:PDF}
}

@TECHREPORT{Russell2007,
  author = {Russell, Nick and Arthur and van der Aalst, Wil M. P. and Mulyar,
	Natalya},
  title = {{Workflow Control-Flow Patterns: A Revised View}},
  institution = {BPMcenter.org},
  year = {2006},
  abstract = {{The Work-flow Patterns Initiative was established with the aim of
	delineating the fundamental requirements that arise during business
	process modelling on a recurring basis and describe them in an imperative
	way. The first deliverable of this research project was a set of
	twenty patterns describing the control-flow perspective of workflow
	systems. Since their release, these patterns have been widely used
	by practitioners, vendors and academics alike in the selection, design
	and development of workflow systems. This paper presents the first
	systematic review of the original twenty control-flow patterns and
	provides a formal description of each of them in the form of a Coloured
	Petri-Net (CPN) model. It also identifies twenty three new patterns
	relevant to the control-flow perspective. Detailed context conditions
	and evaluation criteria are presented for each pattern and their
	implementation is assessed in fourteen commercial offerings including
	workflow and case handling systems, business process modelling formalisms
	and business process execution languages.}},
  citeulike-article-id = {1263125},
  file = {:pdf_files/BPM-06-22.pdf:PDF},
  journal = {BPM Center Report BPM-06-22},
  keywords = {control-flow, patterns, workflow},
  posted-at = {2007-11-09 16:02:56},
  priority = {0}
}

@ARTICLE{Samet:1984:QRH:356924.356930,
  author = {Samet, Hanan},
  title = {The Quadtree and Related Hierarchical Data Structures},
  journal = {ACM Comput. Surv.},
  year = {1984},
  volume = {16},
  pages = {187--260},
  month = {June},
  acmid = {356930},
  address = {New York, NY, USA},
  doi = {http://doi.acm.org/10.1145/356924.356930},
  file = {:pdf_files/Samet_ACMSurvey84_QuadTree.pdf:PDF},
  issn = {0360-0300},
  issue = {2},
  numpages = {74},
  publisher = {ACM},
  url = {http://doi.acm.org/10.1145/356924.356930}
}

@ARTICLE{SATYAMURTY1998,
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  year = {1998},
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  pages = {119-139},
  number = {49}
}

@BOOK{Schroeder:1991,
  title = {{Fractals, Chaos, Power Laws: Minutes From an Infinite Paradise}},
  publisher = {W. H. Freeman},
  year = {1991},
  author = {Schroeder, Manfred},
  citeulike-article-id = {2696586},
  keywords = {file-import-08-04-21, imported},
  posted-at = {2008-04-21 14:52:28},
  priority = {0}
}

@PHDTHESIS{Elaine2006,
  author = {Sousa, E. P. M.},
  title = {Correlation identification using the fractal theory},
  school = {University of S\E3o Paulo},
  year = {2006},
  file = {:pdf_files/ElaineSousa_TeseFinalRevisada.pdf:PDF}
}

@ARTICLE{DBLP:journals/datamine/SousaTTWF07,
  author = {Elaine P. M. de Sousa and Caetano Traina Jr. and Agma J. M. Traina
	and Leejay Wu and Christos Faloutsos},
  title = {A fast and effective method to find correlations among attributes
	in databases},
  journal = {Data Min. Knowl. Discov.},
  year = {2007},
  volume = {14},
  pages = {367-407},
  number = {3},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://dx.doi.org/10.1007/s10618-006-0056-4},
  file = {:pdf_files/elaine2007b.pdf:PDF}
}

@ARTICLE{deSousa:2007:MED:1553698.1553701,
  author = {Sousa, Elaine P. M. and Traina, Agma J. M. and Traina, Caetano and
	Faloutsos, Christos},
  title = {Measuring evolving data streams' behavior through their intrinsic
	dimension},
  journal = {New Gen. Comput.},
  year = {2007},
  volume = {25},
  pages = {33--60},
  number = {1},
  month = jan,
  acmid = {1553701},
  address = {Tokyo, Japan, Japan},
  doi = {10.1007/s00354-006-0003-3},
  file = {:pdf_files/elaine2007.pdf:PDF},
  issn = {0288-3635},
  issue_date = {January 2007},
  keywords = {data streams, fractals, intrinsic dimension},
  numpages = {28},
  publisher = {Ohmsha},
  url = {http://dx.doi.org/10.1007/s00354-006-0003-3}
}

@BOOK{Tan:2005:IDM:1095618,
  title = {Introduction to Data Mining, (First Edition)},
  publisher = {Addison-Wesley Longman Publishing Co., Inc.},
  year = {2005},
  author = {Tan, Pang-Ning and Steinbach, Michael and Kumar, Vipin},
  address = {Boston, MA, USA},
  isbn = {0321321367}
}

@ARTICLE{Willmott1985,
  author = {Willmott, C.J. and Davis, R.E. and Feddema, J.J. and Klink, K.M.
	and Legates, D.R. and Rowe, C.M. and Ackleson, S.G. and O'Donnell,
	J.},
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  pages = {8995-9005},
  month = sep,
  adsnote = {Provided by the SAO/NASA Astrophysics Data System},
  adsurl = {http://adsabs.harvard.edu/abs/1985JGR....90.8995W},
  doi = {10.1029/JC090iC05p08995},
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}

@ARTICLE{DBLP:journals/aai/YanZZ07,
  author = {Xiaowei Yan and Shichao Zhang and Chengqi Zhang},
  title = {On Data Structures for Association Rule Discovery},
  journal = {Applied Artificial Intelligence},
  year = {2007},
  volume = {21},
  pages = {57-79},
  number = {2},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://dx.doi.org/10.1080/08839510601115544},
  file = {:pdf_files/ON DATA STRUCTURES FOR ASSOCIATION RULE DISCOVERY.pdf:PDF}
}

@ARTICLE{DBLP:journals/widm/ZhangW11,
  author = {Shichao Zhang and Xindong Wu},
  title = {Fundamentals of association rules in data mining and knowledge discovery},
  journal = {Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery},
  year = {2011},
  volume = {1},
  pages = {97-116},
  number = {2},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://dx.doi.org/10.1002/widm.10},
  file = {:pdf_files/Fundamentals of association rules in data mining and knowledge discovery.pdf:PDF},
  keywords = {Association Rules}
}

@BOOK{DBLP:series/ads/2007-31,
  title = {Data Streams - Models and Algorithms},
  publisher = {Springer},
  year = {2007},
  editor = {Charu C. Aggarwal},
  volume = {31},
  series = {Advances in Database Systems},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://dx.doi.org/10.1007/978-0-387-47534-9},
  isbn = {978-0-387-28759-1}
}

@PROCEEDINGS{DBLP:conf/sbbd/2000,
  title = {XV Simp{\'o}sio Brasileiro de Banco de Dados, 2-4 Outubro 2000, Jo{\~a}o
	Pessoa, Para\'{\i}ba, Brasil, Anais},
  year = {2000},
  editor = {Karin Becker and Adriano Augusto de Souza and Damires Yluska de Souza
	Fernandes and Daniela Coelho Freire Batista},
  publisher = {CEFET-PB},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  booktitle = {SBBD}
}

@PROCEEDINGS{DBLP:conf/mm/2010,
  title = {Proceedings of the 18th International Conference on Multimedea 2010,
	Firenze, Italy, October 25-29, 2010},
  year = {2010},
  editor = {Alberto Del Bimbo and Shih-Fu Chang and Arnold W. M. Smeulders},
  publisher = {ACM},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  booktitle = {ACM Multimedia},
  isbn = {978-1-60558-933-6}
}

@PROCEEDINGS{DBLP:conf/vldb/94,
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  year = {1994},
  editor = {Jorge B. Bocca and Matthias Jarke and Carlo Zaniolo},
  publisher = {Morgan Kaufmann},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  isbn = {1-55860-153-8}
}

@PROCEEDINGS{DBLP:conf/sigmod/93,
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	of Data, Washington, D.C., May 26-28, 1993},
  year = {1993},
  editor = {Peter Buneman and Sushil Jajodia},
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	of Data, San Jose, California, May 22-25, 1995},
  year = {1995},
  editor = {Michael J. Carey and Donovan A. Schneider},
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@BOOK{DBLP:series/ads/2005-30,
  title = {Stream Data Management},
  publisher = {Springer},
  year = {2005},
  editor = {Nauman A. Chaudhry and Kevin Shaw and Mahdi Abdelguerfi},
  volume = {30},
  series = {Advances in Database Systems},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://dx.doi.org/10.1007/b106968},
  isbn = {978-0-387-24393-1}
}

@PROCEEDINGS{DBLP:conf/sigmod/2000,
  title = {Proceedings of the 2000 ACM SIGMOD International Conference on Management
	of Data, May 16-18, 2000, Dallas, Texas, USA},
  year = {2000},
  editor = {Weidong Chen and Jeffrey F. Naughton and Philip A. Bernstein},
  publisher = {ACM},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  booktitle = {SIGMOD Conference},
  isbn = {1-58113-218-2}
}

@PROCEEDINGS{DBLP:conf/pakdd/2004,
  title = {Advances in Knowledge Discovery and Data Mining, 8th Pacific-Asia
	Conference, PAKDD 2004, Sydney, Australia, May 26-28, 2004, Proceedings},
  year = {2004},
  editor = {Honghua Dai and Ramakrishnan Srikant and Chengqi Zhang},
  volume = {3056},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  booktitle = {PAKDD},
  file = {:pdf_files/Advances in Knowledge Discovery and Data Mining.pdf:PDF},
  isbn = {3-540-22064-X}
}

@PROCEEDINGS{DBLP:conf/vldb/2006,
  title = {Proceedings of the 32nd International Conference on Very Large Data
	Bases, Seoul, Korea, September 12-15, 2006},
  year = {2006},
  editor = {Umeshwar Dayal and Kyu-Young Whang and David B. Lomet and Gustavo
	Alonso and Guy M. Lohman and Martin L. Kersten and Sang Kyun Cha
	and Young-Kuk Kim},
  publisher = {ACM},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  booktitle = {VLDB},
  isbn = {1-59593-385-9}
}

@PROCEEDINGS{DBLP:conf/kdd/2006,
  title = {Proceedings of the Twelfth ACM SIGKDD International Conference on
	Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August
	20-23, 2006},
  year = {2006},
  editor = {Tina Eliassi-Rad and Lyle H. Ungar and Mark Craven and Dimitrios
	Gunopulos},
  publisher = {ACM},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  booktitle = {KDD},
  isbn = {1-59593-339-5}
}

@PROCEEDINGS{DBLP:conf/kdd/2003,
  title = {Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge
	Discovery and Data Mining, Washington, DC, USA, August 24 - 27, 2003},
  year = {2003},
  editor = {Lise Getoor and Ted E. Senator and Pedro Domingos and Christos Faloutsos},
  publisher = {ACM},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  booktitle = {KDD},
  isbn = {1-58113-737-0}
}

@BOOK{Kantardzic:05,
  title = {Next Generation of Data-Mining Applications},
  publisher = {Wiley-IEEE Press},
  year = {2005},
  editor = {Mehmed Kantardzic and Jozef Zurada}
}

@BOOK{DBLP:reference/dmkdh/2010,
  title = {Data Mining and Knowledge Discovery Handbook, 2nd ed},
  publisher = {Springer},
  year = {2010},
  editor = {Oded Maimon and Lior Rokach},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  booktitle = {Data Mining and Knowledge Discovery Handbook, 2nd ed.},
  ee = {http://www.springerlink.com/content/978-0-387-09822-7},
  file = {:pdf_files/2010 Data Mining and Knowledge Discovery Handbook.pdf:PDF},
  isbn = {978-0-387-09822-7}
}

@PROCEEDINGS{DBLP:conf/sac/2012,
  title = {Proceedings of the ACM Symposium on Applied Computing, SAC 2012,
	Riva, Trento, Italy, March 26-30, 2012},
  year = {2012},
  editor = {Sascha Ossowski and Paola Lecca},
  publisher = {ACM},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  booktitle = {SAC},
  ee = {http://dl.acm.org/citation.cfm?id=2245276},
  isbn = {978-1-4503-0857-1}
}

@PROCEEDINGS{DBLP:conf/kdd/2010,
  title = {Proceedings of the 16th ACM SIGKDD International Conference on Knowledge
	Discovery and Data Mining, Washington, DC, USA, July 25-28, 2010},
  year = {2010},
  editor = {Bharat Rao and Balaji Krishnapuram and Andrew Tomkins and Qiang Yang},
  publisher = {ACM},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  booktitle = {KDD},
  isbn = {978-1-4503-0055-1}
}

@PROCEEDINGS{DBLP:conf/ispa/2007w,
  title = {Frontiers of High Performance Computing and Networking ISPA 2007
	Workshops, ISPA 2007 International Workshops SSDSN, UPWN, WISH, SGC,
	ParDMCom, HiPCoMB, and IST-AWSN Niagara Falls, Canada, August 28
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  year = {2007},
  editor = {Parimala Thulasiraman and Xubin He and Tony Li Xu and Mieso K. Denko
	and Ruppa K. Thulasiram and Laurence Tianruo Yang},
  volume = {4743},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  booktitle = {ISPA Workshops},
  isbn = {978-3-540-74766-6}
}

@PROCEEDINGS{DBLP:conf/ijcai/2011,
  title = {IJCAI 2011, Proceedings of the 22nd International Joint Conference
	on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
	2011},
  year = {2011},
  editor = {Toby Walsh},
  publisher = {IJCAI/AAAI},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  booktitle = {IJCAI},
  isbn = {978-1-57735-516-8}
}

@PROCEEDINGS{DBLP:conf/sigmod/84,
  title = {SIGMOD'84, Proceedings of Annual Meeting, Boston, Massachusetts,
	June 18-21, 1984},
  year = {1984},
  editor = {Beatrice Yormark},
  publisher = {ACM Press},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@PROCEEDINGS{DBLP:conf/ssdbm/2007,
  title = {19th International Conference on Scientific and Statistical Database
	Management, SSDBM 2007, 9-11 July 2007, Banff, Canada, Proceedings},
  year = {2007},
  publisher = {IEEE Computer Society},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  booktitle = {SSDBM}
}

@PROCEEDINGS{DBLP:conf/cikm/2002,
  title = {Proceedings of the 2002 ACM CIKM International Conference on Information
	and Knowledge Management, McLean, VA, USA, November 4-9, 2002},
  year = {2002},
  publisher = {ACM},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@PROCEEDINGS{DBLP:conf/icdm/2002,
  title = {Proceedings of the 2002 IEEE International Conference on Data Mining
	(ICDM 2002), 9-12 December 2002, Maebashi City, Japan},
  year = {2002},
  publisher = {IEEE Computer Society},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  isbn = {0-7695-1754-4}
}

@PROCEEDINGS{DBLP:conf/pods/94,
  title = {Proceedings of the Thirteenth ACM SIGACT-SIGMOD-SIGART Symposium
	on Principles of Database Systems, May 24-26, 1994, Minneapolis,
	Minnesota},
  year = {1994},
  publisher = {ACM Press},
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  isbn = {0-89791-642-5}
}


@INCOLLECTION{DBLP:reference/dmkdh/BarbaraC10,
  author = {Daniel Barbar{\'a} and Ping Chen},
  title = {Fractal Mining - Self Similarity-based Clustering and its Applications},
  booktitle = {Data Mining and Knowledge Discovery Handbook},
  year = {2010},
  pages = {573-589},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  crossref = {DBLP:reference/dmkdh/2010},
  ee = {http://dx.doi.org/10.1007/978-0-387-09823-4_28}
}

@BOOK{DBLP:reference/dmkdh/2010,
  title = {Data Mining and Knowledge Discovery Handbook, 2nd ed},
  publisher = {Springer},
  year = {2010},
  editor = {Oded Maimon and Lior Rokach},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  booktitle = {Data Mining and Knowledge Discovery Handbook, 2nd ed.},
  ee = {http://www.springerlink.com/content/978-0-387-09822-7},
  file = {:pdf_files/2010 Data Mining and Knowledge Discovery Handbook.pdf:PDF},
  isbn = {978-0-387-09822-7}
}



@article{Meng:06,
	author = {Yu Meng and Margaret Dunham},
	title = {Mining Developing Trends of Dynamic Spatiotemporal Data Streams},
	journal = {Journal of Computers},
	volume = {1},
	number = {3},
	pages = {43-50},
	year = {2006}
}

@article{Yoon:2007,
 author = {Yoon, Sunhee and Shahabi, Cyrus},
 title = {The Clustered AGgregation (CAG) technique leveraging spatial and temporal correlations in wireless sensor networks},
 journal = {ACM Trans. Sen. Netw.},
 issue_date = {March 2007},
 volume = {3},
 number = {1},
 month = mar,
 year = {2007},
 issn = {1550-4859},
 articleno = {3},
 acmid = {1210672},
 publisher = {ACM},
 address = {New York, NY, USA}
} 

@article{Mokbel:08,
  author    = {Mohamed F. Mokbel and
               Walid G. Aref},
  title     = {SOLE: scalable on-line execution of continuous queries on
               spatio-temporal data streams},
  journal   = {VLDB J.},
  volume    = {17},
  number    = {5},
  year      = {2008},
  pages     = {971-995} 
}

@Article{Bohm:01,
    author     = {Christian Böhm and Stefan Berchtold and Daniel A. Keim},
    title      = {Searching in High-Dimensional Spaces-Index Structures for Improving
                  the Performance of Multimedia Databases},
    journal    = {ACM Computing Surveys},
    volume     = {33},
    number     = {3},
    pages      = {322–-373},
    month      = {September},
    year       = {2001}
}

@Article{Gaede:98,
  author    = {Volker Gaede and Oliver Günther},
  title     = {Multidimensional Access Methods},
  journal   = {ACM Computing Surveys},
  volume    = {30},
  number    = {2},
  month     = {June},
  pages     = {170--231},
  year      = {1998}
}

@misc{ipcc,
  Author = {IPCC},
  Title = {Intergovernmental Panel on Climate Change},
  howpublished = {http://www.ipcc.ch/ipccreports/index.htm},
  note = {accessed: March, 2009},
  Year = {2007}
}