% -*- coding: utf-8 -*-

@Article{Achlioptas2003,
  author = {Achlioptas, Dimitris},
  title = {Database-friendly random projections: {J}ohnson-{L}indenstrauss with binary coins},
  journal = {Journal of Computer and System Sciences},
  volume = {66},
  number = {4},
  month = {June},
  year = {2003},
  issn = {0022-0000},
  pages = {671--687},
  doi = {10.1016/S0022-0000(03)00025-4},
  publisher = {Academic Press, Inc.},
  address = {Orlando, FL, USA},
}


@InProceedings{Aggarwal2003a,
  author = {Charu C. Aggarwal and Jiawei Han and Jianyong Wang and Philip S. Yu},
  title = {A framework for clustering evolving data streams},
  booktitle = {VLDB'2003: Proceedings of the 29th international conference on Very Large Data Bases},
  year = {2003},
  isbn = {0-12-722442-4},
  pages = {81--92},
  location = {Berlin, Germany},
  publisher = {VLDB Endowment},
}


@InProceedings{Aggarwal2003b,
  author = {Charu C. Aggarwal},
  title = {A framework for diagnosing changes in evolving data streams},
  booktitle = {SIGMOD '03: Proceedings of the 2003 ACM SIGMOD international conference on Management of data},
  year = {2003},
  isbn = {1-58113-634-X},
  pages = {575--586},
  location = {San Diego, California},
  doi = {10.1145/872757.872826},
  publisher = {ACM},
  address = {New York, NY, USA},
}


@Book{Aggarwal2007,
  author = {Charu C. Aggarwal},
  publisher = {Springer},
  series = {Advances in Database Systems},
  title = {Data Streams: {M}odels and Algorithms},
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  year = {2007},
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@Article{Airoldi2008,
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@InProceedings{Alexander2010,
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  booktitle = {Advances in Intelligent Data Analysis IX, 9th International Symposium, IDA 2010, Tucson, AZ, USA, May 19-21, 2010. Proceedings},
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@InProceedings{Allen2001,
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  year = {2001},
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@InProceedings{Arasu2004,
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  title = {Approximate counts and quantiles over sliding windows},
  booktitle = {PODS '04: Proceedings of the twenty-third ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems},
  year = {2004},
  isbn = {158113858X},
  pages = {286--296},
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  doi = {10.1145/1055558.1055598},
  publisher = {ACM},
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}


@InProceedings{Arthur2007,
  author = {David Arthur and Sergei Vassilvitskii},
  title = {k-means++: {T}he advantages of careful seeding},
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  year = {2007},
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@Article{Baccara2008,
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@InProceedings{Bahi2008,
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  year = {2008},
  isbn = {978-963-9799-28-8},
  pages = {1--5},
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@InProceedings{Bajwa2006,
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  year = {2006},
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  pages = {134--142},
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  doi = {10.1145/1127777.1127801},
  publisher = {ACM},
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}


@Article{Barabasi2004,
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@Article{Bar-Yossef2007,
  author = {Ziv Bar-Yossef and Ido Guy and Ronny Lempel and Yoëlle S. Maarek and Vladimir Soroka},
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@Book{Basseville1993,
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@InProceedings{Bengio2011,
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@InProceedings{Bilmes2000,
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@InProceedings{Bingham2001,
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  year = {2001},
  pages = {245--250},
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@Book{Bishop2006,
  author = {Christopher M. Bishop},
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@Article{Blum1997,
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@InProceedings{Blume2007,
  author = {Larry Blume and David Easley and Jon Kleinberg and Éva Tardos},
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@InProceedings{Bocca2011,
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  OPTorganization = {IEEE},
  booktitle = {IEEE/ACM Second International Conference on Cyber-Physical Systems (ICCPS 2011)},
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@Article{Bomberger2007,
  author = {Neil A. Bomberger and Allen M. Waxman and Bradley J. Rhodes and Nathan A. Sheldon},
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  journal = {Information Fusion},
  volume = {8},
  number = {3},
  month = {July},
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  publisher = {Elsevier Science Publishers B. V.},
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@InProceedings{Bonchi2011,
  author = {Francesco Bonchi and Aristides Gionis and Antti Ukkonen},
  title = {Overlapping Correlation Clustering},
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  year = {2011},
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@InProceedings{Boratyn2003,
  author = {Grzegorz M. Boratyn and Tomasz G. Smolinski and Mariofanna Milanova and Jacek M. Zurada and Sudeepa Bhattacharyya and Larry J. Suva},
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@Article{Borodin2005,
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@Article{Boulis2003,
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@Article{Bourque2004,
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@Book{Brown1998,
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@Article{Brownjohn2011,
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@Article{Cetin2006,
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@InProceedings{Chakrabarti2007,
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@InProceedings{Chan2001,
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  isbn = {1-55860-800-1},
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  publisher = {Morgan Kaufmann Publishers Inc.},
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@InProceedings{Chan2006,
  author = {Jeffrey Chan and James Bailey and Christopher Leckie},
  title = {Discovering and Summarising Regions of Correlated Spatio-Temporal Change in Evolving Graphs},
  booktitle = {Proceedings of the Sixth IEEE International Conference on Data Mining - Workshops},
  series = {ICDMW '06},
  year = {2006},
  isbn = {0-7695-2702-7},
  pages = {361--365},
  numpages = {5},
  doi = {10.1109/ICDMW.2006.61},
  publisher = {IEEE},
  address = {Washington, DC, USA},
}


@Article{Chandola2009,
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  title = {Anomaly detection: {A} survey},
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  number = {3},
  month = {July},
  year = {2009},
  issn = {0360-0300},
  pages = {15:1--15:58},
  articleno = {15},
  numpages = {58},
  doi = {10.1145/1541880.1541882},
  publisher = {ACM},
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@InCollection{Chawla2010,
  author={Nitesh V. Chawla},
  title={Data Mining for Imbalanced Datasets: An Overview},
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  doi = {10.1007/978-0-387-09823-4_45},
  publisher = {Springer},
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@InProceedings{Chen2001a,
  author = {R. Chen and K. Sivakumar and Hillol Kargupta},
  title = {Distributed {W}eb mining using {B}ayesian networks from multiple data streams},
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  publisher = {IEEE},
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@InProceedings{Chen2001b,
  author = {R. Chen and K. Sivakumar and Hillol Kargupta},
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@InProceedings{Cheng1999,
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@Article{Cheng2000,
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  title = {{AIS}-{BN}: {A}n Adaptive Importance Sampling Algorithm for Evidential Reasoning in Large {B}ayesian Networks},
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@InProceedings{Cheng2001,
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  booktitle = {Proceedings of the 14th Biennial Conference of the Canadian Society on Computational Studies of Intelligence: Advances in Artificial Intelligence},
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  publisher = {Springer},
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@InProceedings{Chesne2009,
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  location = {Stanford, CA, USA},
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@InBook{Elomaa2006,
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@Article{Fan2011,
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@Book{Gama2007,
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@InProceedings{Xie2008,
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@InProceedings{Xu2003,
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@InProceedings{Xu2004,
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@InProceedings{Yang2002,
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%%%% Miscellaneous stuff:

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@Misc{Ddtools2011,
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}


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}


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@Misc{mindsensors,
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  year = {2008},
}


@Misc{nxtgcc,
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  note = {Accessed 7 Apr. 2008},
  year = {2008},
}


@Misc{nxtmote,
  key = {{NXTMOTE}},
  title = {{NXTMOTE} -- an Educational {T}iny{OS} Mote for {LEGO} {MINDSTORMS} {NXT}},
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  year = {2008},
}


@Misc{PRTools2011,
  author = {Robert P.W. Duin},
  title = {{PRT}ools: {A} {M}atlab toolbox for pattern recognition},
  month = {March},
  url = {http://prtools.org/},
  note = {version 4.1.6},
  year = {2011}
}


@Misc{re-mote,
  author = {Jonas Fonseca},
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  howpublished = {Internet}, 
  url = {http://code.google.com/p/remote-testbed/},
  note = {Accessed 1 Apr. 2008},
  year = {2008},
}


@Misc{Sensinode,
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  year = {2008},
}


@Misc{Song2009,
  author = {Le Song and Mladen Kolar and Eric Xing},
  title = {Time-Varying Dynamic {B}ayesian Networks},
  howpublished = {poster at NIPS 2009},
  month = {December},
  year = {2009},
}


@Misc{TOSSIM,
  author = {Phil Levis},
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  howpublished = {Internet}, 
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  note = {Accessed 1 Apr. 2008},
  year = {2008},
}


@Misc{TinyOS,
  key = {UC Berkeley},
  title = {{TinyOS} Community Forum: {A}n open-source {OS} for the networked sensor regime},
  howpublished = {Internet}, 
  url = {http://www.tinyos.net/},
  note = 	 {Accessed 1 Apr. 2008},
  year = {2008},
}


@Misc{XBN1999,
  key = {XBN Format},
  author = {{M}icrosoft {R}esearch {DTAS} group},
  title = {{XML} Belief Network File Format},
  howpublished = {Internet},
  url = {http://research.microsoft.com/dtas/bnformat/},
  year = {1999},
  note = {Accessed 29 May 2006},
}


@Misc{Xing2005,
  author = {Eric Xing},
  title = {Probabilistic inference in graphical models (Lecture 23 on Computational Molecular Biology)},
  howpublished = {Internet},
  OPTmonth = {},
  year = {2005},
  url = {http://www.cs.cmu.edu/~epxing/Class/10810-0510810-05/Lecture23.pdf},
  note = {Accessed 15 Aug. 2005},
  OPTannote = 	 {}
}