| 1 |
Mining and summarizing customer reviews. Minqing Hu, Bing Liu. KDD 2004, 168-177. Cited by 431Web SearchBibTeXDownload |
| 2 |
Towards parameter-free data mining. Eamonn J. Keogh, Stefano Lonardi, Chotirat (Ann) Ratanamahatana. KDD 2004, 206-215. Cited by 190Web SearchBibTeXDownload |
| 3 |
Fast discovery of connection subgraphs. Christos Faloutsos, Kevin S. McCurley, Andrew Tomkins. KDD 2004, 118-127. Cited by 121Web SearchBibTeXDownload |
| 4 |
Exploiting dictionaries in named entity extraction: combining semi-Markov extraction processes and data integration methods. William W. Cohen, Sunita Sarawagi. KDD 2004, 89-98. Cited by 115Web SearchBibTeXDownload |
| 5 |
Discovering complex matchings across web query interfaces: a correlation mining approach. Bin He, Kevin Chen-Chuan Chang, Jiawei Han. KDD 2004, 148-157. Cited by 114Web SearchBibTeXDownload |
| 6 |
Automatic multimedia cross-modal correlation discovery. Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, Pinar Duygulu. KDD 2004, 653-658. Cited by 107Web SearchBibTeXDownload |
| 7 |
On demand classification of data streams. Charu C. Aggarwal, Jiawei Han, Jianyong Wang, Philip S. Yu. KDD 2004, 503-508. Cited by 103Web SearchBibTeXDownload |
| 8 |
SPIN: mining maximal frequent subgraphs from graph databases. Jun Huan, Wei Wang, Jan Prins, Jiong Yang. KDD 2004, 581-586. Cited by 95Web SearchBibTeXDownload |
| 9 |
Clustering moving objects. Yifan Li, Jiawei Han, Jiong Yang. KDD 2004, 617-622. Cited by 79Web SearchBibTeXDownload |
| 10 |
IncSpan: incremental mining of sequential patterns in large database. Hong Cheng, Xifeng Yan, Jiawei Han. KDD 2004, 527-532. Cited by 75Web SearchBibTeXDownload |
| 11 |
When do data mining results violate privacy?. Murat Kantarcioglu, Jiashun Jin, Chris Clifton. KDD 2004, 599-604. Cited by 73Web SearchBibTeXDownload |
| 12 |
Fully automatic cross-associations. Deepayan Chakrabarti, Spiros Papadimitriou, Dharmendra S. Modha, Christos Faloutsos. KDD 2004, 79-88. Cited by 73Web SearchBibTeXDownload |
| 13 |
Mining, indexing, and querying historical spatiotemporal data. Nikos Mamoulis, Huiping Cao, George Kollios, Marios Hadjieleftheriou, Yufei Tao, David W. Cheung. KDD 2004, 236-245. Cited by 69Web SearchBibTeXDownload |
| 14 |
Approximating a collection of frequent sets. Foto N. Afrati, Aristides Gionis, Heikki Mannila. KDD 2004, 12-19. Cited by 64Web SearchBibTeXDownload |
| 15 |
Mining reference tables for automatic text segmentation. Eugene Agichtein, Venkatesh Ganti. KDD 2004, 20-29. Cited by 55Web SearchBibTeXDownload |
| 16 |
Fast mining of spatial collocations. Xin Zhang, Nikos Mamoulis, David W. Cheung, Yutao Shou. KDD 2004, 384-393. Cited by 53Web SearchBibTeXDownload |
| 17 |
Visually mining and monitoring massive time series. Jessica Lin, Eamonn J. Keogh, Stefano Lonardi, Jeffrey P. Lankford, Donna M. Nystrom. KDD 2004, 460-469. Cited by 51Web SearchBibTeXDownload |
| 18 |
Mining coherent gene clusters from gene-sample-time microarray data. Daxin Jiang, Jian Pei, Murali Ramanathan, Chun Tang, Aidong Zhang. KDD 2004, 430-439. Cited by 44Web SearchBibTeXDownload |
| 19 |
Scalable mining of large disk-based graph databases. Chen Wang, Wei Wang, Jian Pei, Yongtai Zhu, Baile Shi. KDD 2004, 316-325. Cited by 41Web SearchBibTeXDownload |
| 20 |
Mining scale-free networks using geodesic clustering. Andrew Y. Wu, Michael Garland, Jiawei Han. KDD 2004, 719-724. Cited by 38Web SearchBibTeXDownload |
| 21 |
Tracking dynamics of topic trends using a finite mixture model. Satoshi Morinaga, Kenji Yamanishi. KDD 2004, 811-816. Cited by 35Web SearchBibTeXDownload |
| 22 |
Generalizing the notion of support. Michael Steinbach, Pang-Ning Tan, Hui Xiong, Vipin Kumar. KDD 2004, 689-694. Cited by 32Web SearchBibTeXDownload |
| 23 |
Rotation invariant distance measures for trajectories. Michail Vlachos, Dimitrios Gunopulos, Gautam Das. KDD 2004, 707-712. Cited by 29Web SearchBibTeXDownload |
| 24 |
Dense itemsets. Jouni K. Seppänen, Heikki Mannila. KDD 2004, 683-688. Cited by 28Web SearchBibTeXDownload |
| 25 |
A graph-theoretic approach to extract storylines from search results. Ravi Kumar, Uma Mahadevan, D. Sivakumar. KDD 2004, 216-225. Cited by 23Web SearchBibTeXDownload |
| 26 |
A rank sum test method for informative gene discovery. Lin Deng, Jian Pei, Jinwen Ma, Dik Lun Lee. KDD 2004, 410-419. Cited by 22Web SearchBibTeXDownload |
| 27 |
A framework for ontology-driven subspace clustering. Jinze Liu, Wei Wang, Jiong Yang. KDD 2004, 623-628. Cited by 21Web SearchBibTeXDownload |
| 28 |
Support envelopes: a technique for exploring the structure of association patterns. Michael Steinbach, Pang-Ning Tan, Vipin Kumar. KDD 2004, 296-305. Cited by 20Web SearchBibTeXDownload |
| 29 |
IMMC: incremental maximum margin criterion. Jun Yan, Benyu Zhang, Shuicheng Yan, Qiang Yang, Hua Li, Zheng Chen, Wensi Xi, Weiguo Fan, Wei-Ying Ma, QianSheng Cheng. KDD 2004, 725-730. Cited by 19Web SearchBibTeXDownload |
| 30 |
Mining the space of graph properties. Glen Jeh, Jennifer Widom. KDD 2004, 187-196. Cited by 15Web SearchBibTeXDownload |
| 31 |
Incremental maintenance of quotient cube for median. Cuiping Li, Gao Cong, Anthony K. H. Tung, Shan Wang. KDD 2004, 226-235. Cited by 11Web SearchBibTeXDownload |
| 32 |
V-Miner: using enhanced parallel coordinates to mine product design and test data. Kaidi Zhao, Bing Liu, Thomas M. Tirpak, Andreas Schaller. KDD 2004, 494-502. Cited by 8Web SearchBibTeXDownload |
| 33 |
2PXMiner: an efficient two pass mining of frequent XML query patterns. Liang Huai Yang, Mong-Li Lee, Wynne Hsu, Xinyu Guo. KDD 2004, 731-736. Cited by 7Web SearchBibTeXDownload |
| 34 |
Recovering latent time-series from their observed sums: network tomography with particle filters. Edoardo Airoldi, Christos Faloutsos. KDD 2004, 30-39. Cited by 7Web SearchBibTeXDownload |
| 35 |
Learning spatially variant dissimilarity (SVaD) measures. Krishna Kummamuru, Raghu Krishnapuram, Rakesh Agrawal. KDD 2004, 611-616. Cited by 5Web SearchBibTeXDownload |
| 36 |
Parallel computation of high dimensional robust correlation and covariance matrices. James Chilson, Raymond T. Ng, Alan Wagner, Ruben H. Zamar. KDD 2004, 533-538. Cited by 1Web SearchBibTeXDownload |
| 37 |
Fast nonlinear regression via eigenimages applied to galactic morphology. Brigham Anderson, Andrew W. Moore, Andrew Connolly, Robert Nichol. KDD 2004, 40-48. Web SearchBibTeXDownload |
| 38 |
Semantic representation: search and mining of multimedia content. Apostol Natsev, Milind R. Naphade, John R. Smith. KDD 2004, 641-646. Web SearchBibTeXDownload |
| 39 |
Diagnosing extrapolation: tree-based density estimation. Giles Hooker. KDD 2004, 569-574. Web SearchBibTeXDownload |
| 40 |
Mining traffic data from probe-car system for travel time prediction. Takayuki Nakata, Jun-ichi Takeuchi. KDD 2004, 817-822. Web SearchBibTeXDownload |
| 41 |
Feature selection in scientific applications. Erick Cantú-Paz, Shawn D. Newsam, Chandrika Kamath. KDD 2004, 788-793. Web SearchBibTeXDownload |
| 42 |
Learning to detect malicious executables in the wild. Jeremy Z. Kolter, Marcus A. Maloof. KDD 2004, 470-478. Web SearchBibTeXDownload |
| 43 |
Cross channel optimized marketing by reinforcement learning. Naoki Abe, Naval K. Verma, Chidanand Apté, Robert Schroko. KDD 2004, 767-772. Web SearchBibTeXDownload |
| 44 |
Privacy-preserving Bayesian network structure computation on distributed heterogeneous data. Rebecca N. Wright, Zhiqiang Yang. KDD 2004, 713-718. Web SearchBibTeXDownload |
| 45 |
Interactive training of advanced classifiers for mining remote sensing image archives. Selim Aksoy, Krzysztof Koperski, Carsten Tusk, Giovanni B. Marchisio. KDD 2004, 773-782. Web SearchBibTeXDownload |
| 46 |
Document preprocessing for naive Bayes classification and clustering with mixture of multinomials. Dmitry Pavlov, Ramnath Balasubramanyan, Byron Dom, Shyam Kapur, Jignashu Parikh. KDD 2004, 829-834. Web SearchBibTeXDownload |
| 47 |
Eigenspace-based anomaly detection in computer systems. Tsuyoshi Idé, Hisashi Kashima. KDD 2004, 440-449. Web SearchBibTeXDownload |
| 48 |
k-TTP: a new privacy model for large-scale distributed environments. Bobi Gilburd, Assaf Schuster, Ran Wolff. KDD 2004, 563-568. Web SearchBibTeXDownload |
| 49 |
Probabilistic author-topic models for information discovery. Mark Steyvers, Padhraic Smyth, Michal Rosen-Zvi, Thomas L. Griffiths. KDD 2004, 306-315. Web SearchBibTeXDownload |
| 50 |
Ordering patterns by combining opinions from multiple sources. Pang-Ning Tan, Rong Jin. KDD 2004, 695-700. Web SearchBibTeXDownload |
| 51 |
A data mining approach to modeling relationships among categories in image collection. Ruofei Zhang, Zhongfei (Mark) Zhang, Sandeep Khanzode. KDD 2004, 749-754. Web SearchBibTeXDownload |
| 52 |
On the discovery of significant statistical quantitative rules. Hong Zhang, Balaji Padmanabhan, Alexander Tuzhilin. KDD 2004, 374-383. Web SearchBibTeXDownload |
| 53 |
A generative probabilistic approach to visualizing sets of symbolic sequences. Peter Tiño, Ata Kabán, Yi Sun. KDD 2004, 701-706. Web SearchBibTeXDownload |
| 54 |
Redundancy based feature selection for microarray data. Lei Yu, Huan Liu. KDD 2004, 737-742. Web SearchBibTeXDownload |
| 55 |
A probabilistic framework for semi-supervised clustering. Sugato Basu, Mikhail Bilenko, Raymond J. Mooney. KDD 2004, 59-68. Web SearchBibTeXDownload |
| 56 |
Belief state approaches to signaling alarms in surveillance systems. Kaustav Das, Andrew W. Moore, Jeff G. Schneider. KDD 2004, 539-544. Web SearchBibTeXDownload |
| 57 |
IDR/QR: an incremental dimension reduction algorithm via QR decomposition. Jieping Ye, Qi Li, Hui Xiong, Haesun Park, Ravi Janardan, Vipin Kumar. KDD 2004, 364-373. Web SearchBibTeXDownload |
| 58 |
A generalized maximum entropy approach to bregman co-clustering and matrix approximation. Arindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Srujana Merugu, Dharmendra S. Modha. KDD 2004, 509-514. Web SearchBibTeXDownload |
| 59 |
Web usage mining based on probabilistic latent semantic analysis. Xin Jin, Yanzan Zhou, Bamshad Mobasher. KDD 2004, 197-205. Web SearchBibTeXDownload |
| 60 |
Learning a complex metabolomic dataset using random forests and support vector machines. Young Truong, Xiaodong Lin, Chris Beecher. KDD 2004, 835-840. Web SearchBibTeXDownload |
| 61 |
Privacy preserving regression modelling via distributed computation. Ashish P. Sanil, Alan F. Karr, Xiaodong Lin, Jerome P. Reiter. KDD 2004, 677-682. Web SearchBibTeXDownload |
| 62 |
Predicting customer shopping lists from point-of-sale purchase data. Chad M. Cumby, Andrew E. Fano, Rayid Ghani, Marko Krema. KDD 2004, 402-409. Web SearchBibTeXDownload |
| 63 |
Kernel k-means: spectral clustering and normalized cuts. Inderjit S. Dhillon, Yuqiang Guan, Brian Kulis. KDD 2004, 551-556. Web SearchBibTeXDownload |
| 64 |
A system for automated mapping of bill-of-materials part numbers. Jayant Kalagnanam, Moninder Singh, Sudhir Verma, Michael Patek, Yuk Wah Wong. KDD 2004, 805-810. Web SearchBibTeXDownload |
| 65 |
Machine learning for online query relaxation. Ion Muslea. KDD 2004, 246-255. Web SearchBibTeXDownload |
| 66 |
Regularized multi--task learning. Theodoros Evgeniou, Massimiliano Pontil. KDD 2004, 109-117. Web SearchBibTeXDownload |
| 67 |
Efficient closed pattern mining in the presence of tough block constraints. Krishna Gade, Jianyong Wang, George Karypis. KDD 2004, 138-147. Web SearchBibTeXDownload |
| 68 |
Data mining in metric space: an empirical analysis of supervised learning performance criteria. Rich Caruana, Alexandru Niculescu-Mizil. KDD 2004, 69-78. Web SearchBibTeXDownload |
| 69 |
Discovering additive structure in black box functions. Giles Hooker. KDD 2004, 575-580. Web SearchBibTeXDownload |
| 70 |
Exploring the community structure of newsgroups. Christian Borgs, Jennifer T. Chayes, Mohammad Mahdian, Amin Saberi. KDD 2004, 783-787. Web SearchBibTeXDownload |
| 71 |
Cluster-based concept invention for statistical relational learning. Alexandrin Popescul, Lyle H. Ungar. KDD 2004, 665-670. Web SearchBibTeXDownload |
| 72 |
Selection, combination, and evaluation of effective software sensors for detecting abnormal computer usage. Jude W. Shavlik, Mark Shavlik. KDD 2004, 276-285. Web SearchBibTeXDownload |
| 73 |
Rapid detection of significant spatial clusters. Daniel B. Neill, Andrew W. Moore. KDD 2004, 256-265. Web SearchBibTeXDownload |
| 74 |
A cross-collection mixture model for comparative text mining. ChengXiang Zhai, Atulya Velivelli, Bei Yu. KDD 2004, 743-748. Web SearchBibTeXDownload |
| 75 |
On detecting space-time clusters. Vijay S. Iyengar. KDD 2004, 587-592. Web SearchBibTeXDownload |
| 76 |
A DEA approach for model combination. Zhiqiang (Eric) Zheng, Balaji Padmanabhan, Haoqiang Zheng. KDD 2004, 755-760. Web SearchBibTeXDownload |
| 77 |
Sleeved coclustering. Avraham A. Melkman, Eran Shaham. KDD 2004, 635-640. Web SearchBibTeXDownload |
| 78 |
User-centered design for KDD. Eric Haseltine. KDD 2004, 1. Web SearchBibTeXDownload |
| 79 |
Interestingness of frequent itemsets using Bayesian networks as background knowledge. Szymon Jaroszewicz, Dan A. Simovici. KDD 2004, 178-186. Web SearchBibTeXDownload |
| 80 |
Early detection of insider trading in option markets. Steve Donoho. KDD 2004, 420-429. Web SearchBibTeXDownload |
| 81 |
Graphical models for data mining. David Heckerman. KDD 2004, 2. Web SearchBibTeXDownload |
| 82 |
Optimal randomization for privacy preserving data mining. Michael Yu Zhu, Lei Liu. KDD 2004, 761-766. Web SearchBibTeXDownload |
| 83 |
Clustering time series from ARMA models with clipped data. Anthony J. Bagnall, Gareth J. Janacek. KDD 2004, 49-58. Web SearchBibTeXDownload |
| 84 |
Cyclic pattern kernels for predictive graph mining. Tamás Horváth, Thomas Gärtner, Stefan Wrobel. KDD 2004, 158-167. Web SearchBibTeXDownload |
| 85 |
Systematic data selection to mine concept-drifting data streams. Wei Fan. KDD 2004, 128-137. Web SearchBibTeXDownload |
| 86 |
A Bayesian network framework for reject inference. Andrew T. Smith, Charles Elkan. KDD 2004, 286-295. Web SearchBibTeXDownload |
| 87 |
ANN quality diagnostic models for packaging manufacturing: an industrial data mining case study. Nicolás de Abajo, Alberto B. Diez, Vanesa Lobato, Sergio R. Cuesta. KDD 2004, 799-804. Web SearchBibTeXDownload |
| 88 |
Adversarial classification. Nilesh N. Dalvi, Pedro Domingos, Mausam, Sumit K. Sanghai, Deepak Verma. KDD 2004, 99-108. Web SearchBibTeXDownload |
| 89 |
Improved robustness of signature-based near-replica detection via lexicon randomization. Aleksander Kolcz, Abdur Chowdhury, Joshua Alspector. KDD 2004, 605-610. Web SearchBibTeXDownload |
| 90 |
Why collective inference improves relational classification. David Jensen, Jennifer Neville, Brian Gallagher. KDD 2004, 593-598. Web SearchBibTeXDownload |
| 91 |
Exploiting a support-based upper bound of Pearson's correlation coefficient for efficiently identifying strongly correlated pairs. Hui Xiong, Shashi Shekhar, Pang-Ning Tan, Vipin Kumar. KDD 2004, 334-343. Web SearchBibTeXDownload |
| 92 |
GPCA: an efficient dimension reduction scheme for image compression and retrieval. Jieping Ye, Ravi Janardan, Qi Li. KDD 2004, 354-363. Web SearchBibTeXDownload |
| 93 |
Turning CARTwheels: an alternating algorithm for mining redescriptions. Naren Ramakrishnan, Deept Kumar, Bud Mishra, Malcolm Potts, Richard F. Helm. KDD 2004, 266-275. Web SearchBibTeXDownload |
| 94 |
Incorporating prior knowledge with weighted margin support vector machines. Xiaoyun Wu, Rohini K. Srihari. KDD 2004, 326-333. Web SearchBibTeXDownload |
| 95 |
The IOC algorithm: efficient many-class non-parametric classification for high-dimensional data. Ting Liu, Ke Yang, Andrew W. Moore. KDD 2004, 629-634. Web SearchBibTeXDownload |
| 96 |
The complexity of mining maximal frequent itemsets and maximal frequent patterns. Guizhen Yang. KDD 2004, 344-353. Web SearchBibTeXDownload |
| 97 |
Predicting prostate cancer recurrence via maximizing the concordance index. Lian Yan, David Verbel, Olivier Saidi. KDD 2004, 479-485. Web SearchBibTeXDownload |
| 98 |
Identifying early buyers from purchase data. Paat Rusmevichientong, Shenghuo Zhu, David Selinger. KDD 2004, 671-677. Web SearchBibTeXDownload |
| 99 |
Locating secret messages in images. Ian Davidson, Goutam Paul. KDD 2004, 545-550. Web SearchBibTeXDownload |
| 100 |
An objective evaluation criterion for clustering. Arindam Banerjee, John Langford. KDD 2004, 515-520. Web SearchBibTeXDownload |
| 101 |
Effective localized regression for damage detection in large complex mechanical structures. Aleksandar Lazarevic, Ramdev Kanapady, Chandrika Kamath. KDD 2004, 450-459. Web SearchBibTeXDownload |
| 102 |
Density-based spam detector. Kenichi Yoshida, Fuminori Adachi, Takashi Washio, Hiroshi Motoda, Teruaki Homma, Akihiro Nakashima, Hiromitsu Fujikawa, Katsuyuki Yamazaki. KDD 2004, 486-493. Web SearchBibTeXDownload |
| 103 |
A general approach to incorporate data quality matrices into data mining algorithms. Ian Davidson, Ashish Grover, Ashwin Satyanarayana, Giri Kumar Tayi. KDD 2004, 794-798. Web SearchBibTeXDownload |
| 104 |
Column-generation boosting methods for mixture of kernels. Jinbo Bi, Tong Zhang, Kristin P. Bennett. KDD 2004, 521-526. Web SearchBibTeXDownload |
| 105 |
A quickstart in frequent structure mining can make a difference. Siegfried Nijssen, Joost N. Kok. KDD 2004, 647-652. Web SearchBibTeXDownload |
| 106 |
TiVo: making show recommendations using a distributed collaborative filtering architecture. Kamal Ali, Wijnand van Stam. KDD 2004, 394-401. Web SearchBibTeXDownload |
| 107 |
Programming the K-means clustering algorithm in SQL. Carlos Ordonez. KDD 2004, 823-828. Web SearchBibTeXDownload |
| 108 |
An iterative method for multi-class cost-sensitive learning. Naoki Abe, Bianca Zadrozny, John Langford. KDD 2004, 3-11. Web SearchBibTeXDownload |
| 109 |
Analytical view of business data. Adam Yeh, Jonathan Tang, Youxuan Jin, Sam Skrivan. KDD 2004, 847-852. Web SearchBibTeXDownload |
| 110 |
Estimating the size of the telephone universe: a Bayesian Mark-recapture approach. David Poole. KDD 2004, 659-664. Web SearchBibTeXDownload |
| 111 |
1-dimensional splines as building blocks for improving accuracy of risk outcomes models. David S. Vogel, Morgan C. Wang. KDD 2004, 841-846. Web SearchBibTeXDownload |
| 112 |
A microeconomic data mining problem: customer-oriented catalog segmentation. Martin Ester, Rong Ge, Wen Jin, Zengjian Hu. KDD 2004, 557-562. Web SearchBibTeXDownload |
