9. KDD 2003:
Washington,
DC,
USA
Lise Getoor, Ted E. Senator, Pedro Domingos, Christos Faloutsos (Eds.):
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24 - 27, 2003.
ACM 2003, ISBN 1-58113-737-0 BibTeX
@proceedings{DBLP:conf/kdd/2003,
editor = {Lise Getoor and
Ted E. Senator and
Pedro Domingos and
Christos Faloutsos},
title = {Proceedings of the Ninth ACM SIGKDD International Conference
on Knowledge Discovery and Data Mining, Washington, DC, USA,
August 24 - 27, 2003},
booktitle = {KDD},
publisher = {ACM},
year = {2003},
isbn = {1-58113-737-0},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
Invited talks
Research track
- Charu C. Aggarwal:
Towards systematic design of distance functions for data mining applications.
9-18
Electronic Edition (ACM DL) BibTeX
- Arindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Suvrit Sra:
Generative model-based clustering of directional data.
19-28
Electronic Edition (ACM DL) BibTeX
- Stephen D. Bay, Mark Schwabacher:
Mining distance-based outliers in near linear time with randomization and a simple pruning rule.
29-38
Electronic Edition (ACM DL) BibTeX
- Mikhail Bilenko, Raymond J. Mooney:
Adaptive duplicate detection using learnable string similarity measures.
39-48
Electronic Edition (ACM DL) BibTeX
- Richard J. Bolton, Niall M. Adams:
An iterative hypothesis-testing strategy for pattern discovery.
49-58
Electronic Edition (ACM DL) BibTeX
- Hervé Brönnimann, Bin Chen, Manoranjan Dash, Peter J. Haas, Peter Scheuermann:
Efficient data reduction with EASE.
59-68
Electronic Edition (ACM DL) BibTeX
- Alain Casali, Rosine Cicchetti, Lotfi Lakhal:
Extracting semantics from data cubes using cube transversals and closures.
69-78
Electronic Edition (ACM DL) BibTeX
- Darya Chudova, Scott Gaffney, Eric Mjolsness, Padhraic Smyth:
Translation-invariant mixture models for curve clustering.
79-88
Electronic Edition (ACM DL) BibTeX
- Inderjit S. Dhillon, Subramanyam Mallela, Dharmendra S. Modha:
Information-theoretic co-clustering.
89-98
Electronic Edition (ACM DL) BibTeX
- Magdalini Eirinaki, Michalis Vazirgiannis, Iraklis Varlamis:
SEWeP: using site semantics and a taxonomy to enhance the Web personalization process.
99-108
Electronic Edition (ACM DL) BibTeX
- Mohammad El-Hajj, Osmar R. Zaïane:
Inverted matrix: efficient discovery of frequent items in large datasets in the context of interactive mining.
109-118
Electronic Edition (ACM DL) BibTeX
- Oren Etzioni, Rattapoom Tuchinda, Craig A. Knoblock, Alexander Yates:
To buy or not to buy: mining airfare data to minimize ticket purchase price.
119-128
Electronic Edition (ACM DL) BibTeX
- Aristides Gionis, Teija Kujala, Heikki Mannila:
Fragments of order.
129-136
Electronic Edition (ACM DL) BibTeX
- David Kempe, Jon M. Kleinberg, Éva Tardos:
Maximizing the spread of influence through a social network.
137-146
Electronic Edition (ACM DL) BibTeX
- Mehmet Koyutürk, Ananth Grama:
PROXIMUS: a framework for analyzing very high dimensional discrete-attributed datasets.
147-156
Electronic Edition (ACM DL) BibTeX
- Elias Pampalk, Werner Goebl, Gerhard Widmer:
Visualizing changes in the structure of data for exploratory feature selection.
157-166
Electronic Edition (ACM DL) BibTeX
- Claudia Perlich, Foster J. Provost:
Aggregation-based feature invention and relational concept classes.
167-176
Electronic Edition (ACM DL) BibTeX
- Sunita Sarawagi, Soumen Chakrabarti, Shantanu Godbole:
Cross-training: learning probabilistic mappings between topics.
177-186
Electronic Edition (ACM DL) BibTeX
- Somayajulu Sripada, Ehud Reiter, Jim Hunter, Jin Yu:
Generating English summaries of time series data using the Gricean maxims.
187-196
Electronic Edition (ACM DL) BibTeX
- Jeremy Tantrum, Alejandro Murua, Werner Stuetzle:
Assessment and pruning of hierarchical model based clustering.
197-205
Electronic Edition (ACM DL) BibTeX
- Jaideep Vaidya, Chris Clifton:
Privacy-preserving k-means clustering over vertically partitioned data.
206-215
Electronic Edition (ACM DL) BibTeX
- Michail Vlachos, Marios Hadjieleftheriou, Dimitrios Gunopulos, Eamonn J. Keogh:
Indexing multi-dimensional time-series with support for multiple distance measures.
216-225
Electronic Edition (ACM DL) BibTeX
- Haixun Wang, Wei Fan, Philip S. Yu, Jiawei Han:
Mining concept-drifting data streams using ensemble classifiers.
226-235
Electronic Edition (ACM DL) BibTeX
- Jianyong Wang, Jiawei Han, Jian Pei:
CLOSET+: searching for the best strategies for mining frequent closed itemsets.
236-245
Electronic Edition (ACM DL) BibTeX
- Ke Wang, Yuelong Jiang, Laks V. S. Lakshmanan:
Mining unexpected rules by pushing user dynamics.
246-255
Electronic Edition (ACM DL) BibTeX
- Geoffrey I. Webb, Shane M. Butler, Douglas A. Newlands:
On detecting differences between groups.
256-265
Electronic Edition (ACM DL) BibTeX
- Scott White, Padhraic Smyth:
Algorithms for estimating relative importance in networks.
266-275
Electronic Edition (ACM DL) BibTeX
- Xintao Wu, Daniel Barbará, Yong Ye:
Screening and interpreting multi-item associations based on log-linear modeling.
276-285
Electronic Edition (ACM DL) BibTeX
- Xifeng Yan, Jiawei Han:
CloseGraph: mining closed frequent graph patterns.
286-295
Electronic Edition (ACM DL) BibTeX
- Lan Yi, Bing Liu, Xiaoli Li:
Eliminating noisy information in Web pages for data mining.
296-305
Electronic Edition (ACM DL) BibTeX
- Hwanjo Yu, Jiong Yang, Jiawei Han:
Classifying large data sets using SVMs with hierarchical clusters.
306-315
Electronic Edition (ACM DL) BibTeX
- Mohammed Javeed Zaki, Charu C. Aggarwal:
XRules: an effective structural classifier for XML data.
316-325
Electronic Edition (ACM DL) BibTeX
- Mohammed Javeed Zaki, Karam Gouda:
Fast vertical mining using diffsets.
326-335
Electronic Edition (ACM DL) BibTeX
- Yunyue Zhu, Dennis Shasha:
Efficient elastic burst detection in data streams.
336-345
Electronic Edition (ACM DL) BibTeX
Industrial/government track
- Kamal Ali, Steven P. Ketchpel:
Golden Path Analyzer: using divide-and-conquer to cluster Web clickstreams.
349-358
Electronic Edition (ACM DL) BibTeX
- David M. Fram, June S. Almenoff, William DuMouchel:
Empirical Bayesian data mining for discovering patterns in post-marketing drug safety.
359-368
Electronic Edition (ACM DL) BibTeX
- Tu Bao Ho, Trong Dung Nguyen, Saori Kawasaki, Si Quang Le, DucDung Nguyen, Hideto Yokoi, Katsuhiko Takabayashi:
Mining hepatitis data with temporal abstraction.
369-377
Electronic Edition (ACM DL) BibTeX
- David Jensen, Matthew J. Rattigan, Hannah Blau:
Information awareness: a prospective technical assessment.
378-387
Electronic Edition (ACM DL) BibTeX
- Mark Last, Menahem Friedman, Abraham Kandel:
The data mining approach to automated software testing.
388-396
Electronic Edition (ACM DL) BibTeX
- Richard D. Lawrence, Se June Hong, Jacques Cherrier:
Passenger-based predictive modeling of airline no-show rates.
397-406
Electronic Edition (ACM DL) BibTeX
- Gregory Piatetsky-Shapiro, Tom Khabaza, Sridhar Ramaswamy:
Capturing best practice for microarray gene expression data analysis.
407-415
Electronic Edition (ACM DL) BibTeX
- R. Bharat Rao, Sathyakama Sandilya, Radu Stefan Niculescu, Colin Germond, Harsha Rao:
Clinical and financial outcomes analysis with existing hospital patient records.
416-425
Electronic Edition (ACM DL) BibTeX
- Ramendra K. Sahoo, Adam J. Oliner, Irina Rish, Manish Gupta, José E. Moreira, Sheng Ma, Ricardo Vilalta, Anand Sivasubramaniam:
Critical event prediction for proactive management in large-scale computer clusters.
426-435
Electronic Edition (ACM DL) BibTeX
- Rong She, Fei Chen, Ke Wang, Martin Ester, Jennifer L. Gardy, Fiona S. L. Brinkman:
Frequent-subsequence-based prediction of outer membrane proteins.
436-445
Electronic Edition (ACM DL) BibTeX
- Michael Steinbach, Pang-Ning Tan, Vipin Kumar, Steven A. Klooster, Christopher Potter:
Discovery of climate indices using clustering.
446-455
Electronic Edition (ACM DL) BibTeX
- Sholom M. Weiss, Stephen J. Buckley, Shubir Kapoor, Søren Damgaard:
Knowledge-based data mining.
456-461
Electronic Edition (ACM DL) BibTeX
- Yi-Leh Wu, Kingshy Goh, Beitao Li, Huaxin You, Edward Y. Chang:
The anatomy of a multimodal information filter.
462-471
Electronic Edition (ACM DL) BibTeX
Research track
- Shlomo Argamon, Marin Saric, Sterling Stuart Stein:
Style mining of electronic messages for multiple authorship discrimination: first results.
475-480
Electronic Edition (ACM DL) BibTeX
- Raj Bhatnagar, Goutham Kurra, Wen Niu:
Mining high dimensional data for classifier knowledge.
481-486
Electronic Edition (ACM DL) BibTeX
- Joong Hyuk Chang, Won Suk Lee:
Finding recent frequent itemsets adaptively over online data streams.
487-492
Electronic Edition (ACM DL) BibTeX
- Bill Yuan-chi Chiu, Eamonn J. Keogh, Stefano Lonardi:
Probabilistic discovery of time series motifs.
493-498
Electronic Edition (ACM DL) BibTeX
- William W. Cohen, Richard C. Wang, Robert F. Murphy:
Understanding captions in biomedical publications.
499-504
Electronic Edition (ACM DL) BibTeX
- Wenliang Du, Zhijun Zhan:
Using randomized response techniques for privacy-preserving data mining.
505-510
Electronic Edition (ACM DL) BibTeX
- William DuMouchel, Deepak K. Agarwal:
Applications of sampling and fractional factorial designs to model-free data squashing.
511-516
Electronic Edition (ACM DL) BibTeX
- Dmitriy Fradkin, David Madigan:
Experiments with random projections for machine learning.
517-522
Electronic Edition (ACM DL) BibTeX
- João Gama, Ricardo Rocha, Pedro Medas:
Accurate decision trees for mining high-speed data streams.
523-528
Electronic Edition (ACM DL) BibTeX
- Sudipto Guha, Dimitrios Gunopulos, Nick Koudas:
Correlating synchronous and asynchronous data streams.
529-534
Electronic Edition (ACM DL) BibTeX
- Sule Gündüz, M. Tamer Özsu:
A Web page prediction model based on click-stream tree representation of user behavior.
535-540
Electronic Edition (ACM DL) BibTeX
- John E. Hopcroft, Omar Khan, Brian Kulis, Bart Selman:
Natural communities in large linked networks.
541-546
Electronic Edition (ACM DL) BibTeX
- Michael E. Houle:
Navigating massive data sets via local clustering.
547-552
Electronic Edition (ACM DL) BibTeX
- Wynne Hsu, Jing Dai, Mong-Li Lee:
Mining viewpoint patterns in image databases.
553-558
Electronic Edition (ACM DL) BibTeX
- Chris Jermaine:
Playing hide-and-seek with correlations.
559-564
Electronic Edition (ACM DL) BibTeX
- Daxin Jiang, Jian Pei, Aidong Zhang:
Interactive exploration of coherent patterns in time-series gene expression data.
565-570
Electronic Edition (ACM DL) BibTeX
- Ruoming Jin, Gagan Agrawal:
Efficient decision tree construction on streaming data.
571-576
Electronic Edition (ACM DL) BibTeX
- Sachindra Joshi, Neeraj Agrawal, Raghu Krishnapuram, Sumit Negi:
A bag of paths model for measuring structural similarity in Web documents.
577-582
Electronic Edition (ACM DL) BibTeX
- Toshihiro Kamishima:
Nantonac collaborative filtering: recommendation based on order responses.
583-588
Electronic Edition (ACM DL) BibTeX
- Yehuda Koren, David Harel:
A two-way visualization method for clustered data.
589-594
Electronic Edition (ACM DL) BibTeX
- Kelvin T. Leung, Douglas Stott Parker Jr.:
Empirical comparisons of various voting methods in bagging.
595-600
Electronic Edition (ACM DL) BibTeX
- Bing Liu, Robert L. Grossman, Yanhong Zhai:
Mining data records in Web pages.
601-606
Electronic Edition (ACM DL) BibTeX
- Guimei Liu, Hongjun Lu, Wenwu Lou, Jeffrey Xu Yu:
On computing, storing and querying frequent patterns.
607-612
Electronic Edition (ACM DL) BibTeX
- Junshui Ma, Simon Perkins:
Online novelty detection on temporal sequences.
613-618
Electronic Edition (ACM DL) BibTeX
- Satoshi Morinaga, Kenji Yamanishi, Jun-ichi Takeuchi:
Distributed cooperative mining for information consortia.
619-624
Electronic Edition (ACM DL) BibTeX
- Jennifer Neville, David Jensen, Lisa Friedland, Michael Hay:
Learning relational probability trees.
625-630
Electronic Edition (ACM DL) BibTeX
- Caleb C. Noble, Diane J. Cook:
Graph-based anomaly detection.
631-636
Electronic Edition (ACM DL) BibTeX
- Feng Pan, Gao Cong, Anthony K. H. Tung, Jiong Yang, Mohammed Javeed Zaki:
Carpenter: finding closed patterns in long biological datasets.
637-642
Electronic Edition (ACM DL) BibTeX
- William Peter, John Chiochetti, Clare Giardina:
New unsupervised clustering algorithm for large datasets.
643-648
Electronic Edition (ACM DL) BibTeX
- Karlton Sequeira, Mohammed Javeed Zaki, Boleslaw K. Szymanski, Christopher D. Carothers:
Improving spatial locality of programs via data mining.
649-654
Electronic Edition (ACM DL) BibTeX
- Chun Tang, Aidong Zhang, Jian Pei:
Mining phenotypes and informative genes from gene expression data.
655-660
Electronic Edition (ACM DL) BibTeX
- Feng Tao, Fionn Murtagh, Mohsen Farid:
Weighted Association Rule Mining using weighted support and significance framework.
661-666
Electronic Edition (ACM DL) BibTeX
- Soon Tee Teoh, Kwan-Liu Ma:
PaintingClass: interactive construction, visualization and exploration of decision trees.
667-672
Electronic Edition (ACM DL) BibTeX
- Ioannis Tsamardinos, Constantin F. Aliferis, Alexander R. Statnikov:
Time and sample efficient discovery of Markov blankets and direct causal relations.
673-678
Electronic Edition (ACM DL) BibTeX
- Hang Yu, Ee-Chien Chang:
Distributed multivariate regression based on influential observations.
679-684
Electronic Edition (ACM DL) BibTeX
- Lei Yu, Huan Liu:
Efficiently handling feature redundancy in high-dimensional data.
685-690
Electronic Edition (ACM DL) BibTeX
Industrial/government track
- Rafael Alonso, Jeffrey A. Bloom, Hua Li, Chumki Basu:
An adaptive nearest neighbor search for a parts acquisition ePortal.
693-698
Electronic Edition (ACM DL) BibTeX
- Philip S. Barry, Jianping Zhang, Mary McDonald:
Architecting a knowledge discovery engine for military commanders utilizing massive runs of simulations.
699-704
Electronic Edition (ACM DL) BibTeX
- Tamraparni Dasu, Gregg T. Vesonder, Jon R. Wright:
Data quality through knowledge engineering.
705-710
Electronic Edition (ACM DL) BibTeX
- Gloria T. Lau, Kincho H. Law, Gio Wiederhold:
Similarity analysis on government regulations.
711-716
Electronic Edition (ACM DL) BibTeX
- Uwe F. Mayer, Armand Sarkissian:
Experimental design for solicitation campaigns.
717-722
Electronic Edition (ACM DL) BibTeX
- Matthew Eric Otey, Srinivasan Parthasarathy, Amol Ghoting, G. Li, Sundeep Narravula, Dhabaleswar K. Panda:
Towards NIC-based intrusion detection.
723-728
Electronic Edition (ACM DL) BibTeX
- Chang-Shing Perng, David Thoenen, Genady Grabarnik, Sheng Ma, Joseph L. Hellerstein:
Data-driven validation, completion and construction of event relationship networks.
729-734
Electronic Edition (ACM DL) BibTeX
- Kevin B. Pratt, Gleb Tschapek:
Visualizing concept drift.
735-740
Electronic Edition (ACM DL) BibTeX
- Keiko Shimazu, Atsuhito Momma, Koichi Furukawa:
Experimental study of discovering essential information from customer inquiry.
741-746
Electronic Edition (ACM DL) BibTeX
- Zhongfei (Mark) Zhang, John J. Salerno, Philip S. Yu:
Applying data mining in investigating money laundering crimes.
747-752
Electronic Edition (ACM DL) BibTeX
Copyright © Sat May 16 23:27:56 2009
by Michael Ley (ley@uni-trier.de)