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@inproceedings{DBLP:conf/kdd/AdderleyM01,
  author    = {Richard Adderley and
               Peter B. Musgrove},
  title     = {Data mining case study: modeling the behavior of offenders who commit
               serious sexual assaults},
  booktitle = {{KDD}},
  pages     = {215--220},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/Aggarwal01,
  author    = {Charu C. Aggarwal},
  title     = {A human-computer cooperative system for effective high dimensional
               clustering},
  booktitle = {{KDD}},
  pages     = {221--226},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/AggarwalP01,
  author    = {Charu C. Aggarwal and
               Srinivasan Parthasarathy},
  title     = {Mining massively incomplete data sets by conceptual reconstruction},
  booktitle = {{KDD}},
  pages     = {227--232},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/Agrarwal01,
  author    = {Nitin Agrarwal},
  title     = {Applications of generalized support vector machines to predictive
               modeling},
  booktitle = {{KDD}},
  pages     = {6},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/Altman01,
  author    = {Russ B. Altman},
  title     = {Challenges for knowledge discovery in biology},
  booktitle = {{KDD}},
  pages     = {2},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/ApteBNPTCN01,
  author    = {Chidanand Apt{\'{e}} and
               Eric Bibelnieks and
               Ramesh Natarajan and
               Edwin P. D. Pednault and
               Fateh Tipu and
               Deb Campbell and
               Bryan Nelson},
  title     = {Segmentation-based modeling for advanced targeted marketing},
  booktitle = {{KDD}},
  pages     = {408--413},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/BasuMPG01,
  author    = {Sugato Basu and
               Raymond J. Mooney and
               Krupakar V. Pasupuleti and
               Joydeep Ghosh},
  title     = {Evaluating the novelty of text-mined rules using lexical knowledge},
  booktitle = {{KDD}},
  pages     = {233--238},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/BerkhinBR01,
  author    = {Pavel Berkhin and
               Jonathan D. Becher and
               Dee Jay Randall},
  title     = {Interactive path analysis of web site traffic},
  booktitle = {{KDD}},
  pages     = {414--419},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/BeygelzimerPM01,
  author    = {Alina Beygelzimer and
               Chang{-}Shing Perng and
               Sheng Ma},
  title     = {Fast ordering of large categorical datasets for better visualization},
  booktitle = {{KDD}},
  pages     = {239--244},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/BiFK01,
  author    = {Zhiqiang Bi and
               Christos Faloutsos and
               Flip Korn},
  title     = {The "DGX" distribution for mining massive, skewed data},
  booktitle = {{KDD}},
  pages     = {17--26},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/BinghamM01,
  author    = {Ella Bingham and
               Heikki Mannila},
  title     = {Random projection in dimensionality reduction: applications to image
               and text data},
  booktitle = {{KDD}},
  pages     = {245--250},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/BujaL01,
  author    = {Andreas Buja and
               Yung{-}Seop Lee},
  title     = {Data mining criteria for tree-based regression and classification},
  booktitle = {{KDD}},
  pages     = {27--36},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/CadezSM01,
  author    = {Igor V. Cadez and
               Padhraic Smyth and
               Heikki Mannila},
  title     = {Probabilistic modeling of transaction data with applications to profiling,
               visualization, and prediction},
  booktitle = {{KDD}},
  pages     = {37--46},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/CarageaCH01,
  author    = {Doina Caragea and
               Dianne Cook and
               Vasant G. Honavar},
  title     = {Gaining insights into support vector machine pattern classifiers using
               projection-based tour methods},
  booktitle = {{KDD}},
  pages     = {251--256},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/ChenCS01,
  author    = {Chien Chin Chen and
               Meng Chang Chen and
               Yeali S. Sun},
  title     = {{PVA:} a self-adaptive personal view agent system},
  booktitle = {{KDD}},
  pages     = {257--262},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/ChiuFCWJ01,
  author    = {Tom Chiu and
               DongPing Fang and
               John Chen and
               Yao Wang and
               Christopher Jeris},
  title     = {A robust and scalable clustering algorithm for mixed type attributes
               in large database environment},
  booktitle = {{KDD}},
  pages     = {263--268},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/DattaDBMH01,
  author    = {Piew Datta and
               James Drew and
               Andrew Betz and
               D. R. Mani and
               Jeffery Howard},
  title     = {Estimating business targets},
  booktitle = {{KDD}},
  pages     = {420--425},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/Dhillon01,
  author    = {Inderjit S. Dhillon},
  title     = {Co-clustering documents and words using bipartite spectral graph partitioning},
  booktitle = {{KDD}},
  pages     = {269--274},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/DingHZ01,
  author    = {Chris H. Q. Ding and
               Xiaofeng He and
               Hongyuan Zha},
  title     = {A spectral method to separate disconnected and nearly-disconnected
               web graph components},
  booktitle = {{KDD}},
  pages     = {275--280},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/DittrichS01,
  author    = {Jens{-}Peter Dittrich and
               Bernhard Seeger},
  title     = {{GESS:} a scalable similarity-join algorithm for mining large data
               sets in high dimensional spaces},
  booktitle = {{KDD}},
  pages     = {47--56},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/DomingosR01,
  author    = {Pedro M. Domingos and
               Matthew Richardson},
  title     = {Mining the network value of customers},
  booktitle = {{KDD}},
  pages     = {57--66},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/DuMouchelP01,
  author    = {William DuMouchel and
               Daryl Pregibon},
  title     = {Empirical bayes screening for multi-item associations},
  booktitle = {{KDD}},
  pages     = {67--76},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/Edelstein01,
  author    = {Herb Edelstein},
  title     = {Data mining: are we there yet?},
  booktitle = {{KDD}},
  pages     = {7},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/Elkan01,
  author    = {Charles Elkan},
  title     = {Magical thinking in data mining: lessons from CoIL challenge 2000},
  booktitle = {{KDD}},
  pages     = {426--431},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/FungM01,
  author    = {Glenn Fung and
               Olvi L. Mangasarian},
  title     = {Proximal support vector machine classifiers},
  booktitle = {{KDD}},
  pages     = {77--86},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/GarckeG01,
  author    = {Jochen Garcke and
               Michael Griebel},
  title     = {Data mining with sparse grids using simplicial basis functions},
  booktitle = {{KDD}},
  pages     = {87--96},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/HarelK01,
  author    = {David Harel and
               Yehuda Koren},
  title     = {Clustering spatial data using random walks},
  booktitle = {{KDD}},
  pages     = {281--286},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/HotzGHNW01,
  author    = {Edgar Hotz and
               Udo Grimmer and
               W. Heuser and
               Gholamreza Nakhaeizadeh and
               M. Wieczorek},
  title     = {REVI-MINER, a KDD-environment for deviation detection and analysis
               of warranty and goodwill cost statements in automotive industry},
  booktitle = {{KDD}},
  pages     = {432--437},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/HueglinV01,
  author    = {Christoph Hueglin and
               Francesco Vannotti},
  title     = {Data mining techniques to improve forecast accuracy in airline business},
  booktitle = {{KDD}},
  pages     = {438--442},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/HultenSD01,
  author    = {Geoff Hulten and
               Laurie Spencer and
               Pedro M. Domingos},
  title     = {Mining time-changing data streams},
  booktitle = {{KDD}},
  pages     = {97--106},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/IndurkhyaW01,
  author    = {Nitin Indurkhya and
               Sholom M. Weiss},
  title     = {Solving regression problems with rule-based ensemble classifiers},
  booktitle = {{KDD}},
  pages     = {287--292},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/JinTH01,
  author    = {Wen Jin and
               Anthony K. H. Tung and
               Jiawei Han},
  title     = {Mining top-n local outliers in large databases},
  booktitle = {{KDD}},
  pages     = {293--298},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/KaltonLWY01,
  author    = {Annaka Kalton and
               Pat Langley and
               Kiri Wagstaff and
               Jungsoon P. Yoo},
  title     = {Generalized clustering, supervised learning, and data assignment},
  booktitle = {{KDD}},
  pages     = {299--304},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/Kandogan01,
  author    = {Eser Kandogan},
  title     = {Visualizing multi-dimensional clusters, trends, and outliers using
               star coordinates},
  booktitle = {{KDD}},
  pages     = {107--116},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/KeoghCP01,
  author    = {Eamonn J. Keogh and
               Selina Chu and
               Michael J. Pazzani},
  title     = {Ensemble-index: a new approach to indexing large databases},
  booktitle = {{KDD}},
  pages     = {117--125},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/KnorrNZ01,
  author    = {Edwin M. Knorr and
               Raymond T. Ng and
               Ruben H. Zamar},
  title     = {Robust space transformations for distance-based operations},
  booktitle = {{KDD}},
  pages     = {126--135},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/Kohavi01,
  author    = {Ron Kohavi},
  title     = {Mining e-commerce data: the good, the bad, and the ugly},
  booktitle = {{KDD}},
  pages     = {8--13},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/KramerRH01,
  author    = {Stefan Kramer and
               Luc De Raedt and
               Christoph Helma},
  title     = {Molecular feature mining in {HIV} data},
  booktitle = {{KDD}},
  pages     = {136--143},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/LambertP01,
  author    = {Diane Lambert and
               Jos{\'{e}} C. Pinheiro},
  title     = {Mining a stream of transactions for customer patterns},
  booktitle = {{KDD}},
  pages     = {305--310},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/LazarevicO01,
  author    = {Aleksandar Lazarevic and
               Zoran Obradovic},
  title     = {The distributed boosting algorithm},
  booktitle = {{KDD}},
  pages     = {311--316},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/LiY01,
  author    = {Hang Li and
               Kenji Yamanishi},
  title     = {Mining from open answers in questionnaire data},
  booktitle = {{KDD}},
  pages     = {443--449},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/LinP01,
  author    = {Dekang Lin and
               Patrick Pantel},
  title     = {Induction of semantic classes from natural language text},
  booktitle = {{KDD}},
  pages     = {317--322},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/LinP01a,
  author    = {Dekang Lin and
               Patrick Pantel},
  title     = {{DIRT} @SBT@discovery of inference rules from text},
  booktitle = {{KDD}},
  pages     = {323--328},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/LiuHM01,
  author    = {Bing Liu and
               Wynne Hsu and
               Yiming Ma},
  title     = {Identifying non-actionable association rules},
  booktitle = {{KDD}},
  pages     = {329--334},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/LiuHM01a,
  author    = {Bing Liu and
               Wynne Hsu and
               Yiming Ma},
  title     = {Discovering the set of fundamental rule changes},
  booktitle = {{KDD}},
  pages     = {335--340},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/LiuMY01,
  author    = {Bing Liu and
               Yiming Ma and
               Philip S. Yu},
  title     = {Discovering unexpected information from your competitors' web sites},
  booktitle = {{KDD}},
  pages     = {144--153},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/MahHL01,
  author    = {Teresa Mah and
               Hank Hoek and
               Ying Li},
  title     = {Funnel report mining for the {MSN} network},
  booktitle = {{KDD}},
  pages     = {450--455},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/MannilaS01,
  author    = {Heikki Mannila and
               Marko Salmenkivi},
  title     = {Finding simple intensity descriptions from event sequence data},
  booktitle = {{KDD}},
  pages     = {341--346},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/Mitchell01,
  author    = {Tom M. Mitchell},
  title     = {Extracting targeted data from the web},
  booktitle = {{KDD}},
  pages     = {3},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/MoodySV01,
  author    = {Jonathan Moody and
               Ricardo Bezerra de Andrade e Silva and
               Joseph Vanderwaart},
  title     = {Data filtering for automatic classification of rocks from reflectance
               spectra},
  booktitle = {{KDD}},
  pages     = {347--352},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/Morimoto01,
  author    = {Yasuhiko Morimoto},
  title     = {Mining frequent neighboring class sets in spatial databases},
  booktitle = {{KDD}},
  pages     = {353--358},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/Netz01,
  author    = {Amir Netz},
  title     = {Data mining platform for database developers},
  booktitle = {{KDD}},
  pages     = {14},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/OzaR01,
  author    = {Nikunj C. Oza and
               Stuart J. Russell},
  title     = {Experimental comparisons of online and batch versions of bagging and
               boosting},
  booktitle = {{KDD}},
  pages     = {359--364},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/PadmanabhanZK01,
  author    = {Balaji Padmanabhan and
               Zhiqiang (Eric) Zheng and
               Steven Orla Kimbrough},
  title     = {Personalization from incomplete data: what you don't know can hurt},
  booktitle = {{KDD}},
  pages     = {154--163},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/PavlovS01,
  author    = {Dmitry Pavlov and
               Padhraic Smyth},
  title     = {Probabilistic query models for transaction data},
  booktitle = {{KDD}},
  pages     = {164--173},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/PennockLNG01,
  author    = {David M. Pennock and
               Steve Lawrence and
               Finn {\AA}rup Nielsen and
               C. Lee Giles},
  title     = {Extracting collective probabilistic forecasts from web games},
  booktitle = {{KDD}},
  pages     = {174--183},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/Ramakrishnan01,
  author    = {Raghu Ramakrishnan},
  title     = {Mass collaboration and data mining},
  booktitle = {{KDD}},
  pages     = {4},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/Riedl01,
  author    = {John Riedl},
  title     = {Recommender systems in commerce and community},
  booktitle = {{KDD}},
  pages     = {15},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/RossetNEVI01,
  author    = {Saharon Rosset and
               Einat Neumann and
               Uri Eick and
               Nurit Vatnik and
               Yizhak Idan},
  title     = {Evaluation of prediction models for marketing campaigns},
  booktitle = {{KDD}},
  pages     = {456--461},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/SevonTO01,
  author    = {Petteri Sevon and
               Hannu Toivonen and
               Vesa Ollikainen},
  title     = {TreeDT: gene mapping by tree disequilibrium test},
  booktitle = {{KDD}},
  pages     = {365--370},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/ShekharLZ01,
  author    = {Shashi Shekhar and
               Chang{-}Tien Lu and
               Pusheng Zhang},
  title     = {Detecting graph-based spatial outliers: algorithms and applications
               (a summary of results)},
  booktitle = {{KDD}},
  pages     = {371--376},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/SpanglerK01,
  author    = {W. Scott Spangler and
               Jeffrey T. Kreulen},
  title     = {Knowledge base maintenance using knowledge gap analysis},
  booktitle = {{KDD}},
  pages     = {462--466},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/StreetK01,
  author    = {W. Nick Street and
               YongSeog Kim},
  title     = {A streaming ensemble algorithm {(SEA)} for large-scale classification},
  booktitle = {{KDD}},
  pages     = {377--382},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/TrainaTPF01,
  author    = {Agma J. M. Traina and
               Caetano Traina Jr. and
               Spiros Papadimitriou and
               Christos Faloutsos},
  title     = {Tri-plots: scalable tools for multidimensional data mining},
  booktitle = {{KDD}},
  pages     = {184--193},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/WarnerRDB01,
  author    = {Doug Warner and
               J. Neal Richter and
               Stephen D. Durbin and
               Bikramjit Banerjee},
  title     = {Mining user session data to facilitate user interaction with a customer
               service knowledge base in RightNow Web},
  booktitle = {{KDD}},
  pages     = {467--472},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/Webb01,
  author    = {Geoffrey I. Webb},
  title     = {Discovering associations with numeric variables},
  booktitle = {{KDD}},
  pages     = {383--388},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/YamanishiT01,
  author    = {Kenji Yamanishi and
               Jun'ichi Takeuchi},
  title     = {Discovering outlier filtering rules from unlabeled data: combining
               a supervised learner with an unsupervised learner},
  booktitle = {{KDD}},
  pages     = {389--394},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/YangFB01,
  author    = {Cheng Yang and
               Usama M. Fayyad and
               Paul S. Bradley},
  title     = {Efficient discovery of error-tolerant frequent itemsets in high dimensions},
  booktitle = {{KDD}},
  pages     = {194--203},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/YangWY01,
  author    = {Jiong Yang and
               Wei Wang and
               Philip S. Yu},
  title     = {Infominer: mining surprising periodic patterns},
  booktitle = {{KDD}},
  pages     = {395--400},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/YangZL01,
  author    = {Qiang Yang and
               Henry Haining Zhang and
               Ian Tian Yi Li},
  title     = {Mining web logs for prediction models in {WWW} caching and prefetching},
  booktitle = {{KDD}},
  pages     = {473--478},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/ZadroznyE01,
  author    = {Bianca Zadrozny and
               Charles Elkan},
  title     = {Learning and making decisions when costs and probabilities are both
               unknown},
  booktitle = {{KDD}},
  pages     = {204--213},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/kdd/ZhengKM01,
  author    = {Zijian Zheng and
               Ron Kohavi and
               Llew Mason},
  title     = {Real world performance of association rule algorithms},
  booktitle = {{KDD}},
  pages     = {401--406},
  publisher = {{ACM}},
  year      = {2001}
}
@proceedings{DBLP:conf/kdd/2001,
  editor    = {Doheon Lee and
               Mario Schkolnick and
               Foster J. Provost and
               Ramakrishnan Srikant},
  title     = {Proceedings of the seventh {ACM} {SIGKDD} international conference
               on Knowledge discovery and data mining, San Francisco, CA, USA, August
               26-29, 2001},
  publisher = {{ACM}},
  year      = {2001}
}
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