The Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005)

Papers
    Sorted by Citation, Title
1 Graphs over time: densification laws, shrinking diameters and possible explanations. Jure Leskovec, Jon M. Kleinberg, Christos Faloutsos. KDD 2005, 177-187. Cited by 235Web SearchBibTeXDownload
2 The predictive power of online chatter. Daniel Gruhl, Ramanathan V. Guha, Ravi Kumar, Jasmine Novak, Andrew Tomkins. KDD 2005, 78-87. Cited by 78Web SearchBibTeXDownload
3 Summarizing itemset patterns: a profile-based approach. Xifeng Yan, Hong Cheng, Jiawei Han, Dong Xin. KDD 2005, 314-323. Cited by 69Web SearchBibTeXDownload
4 Density-based clustering of uncertain data. Hans-Peter Kriegel, Martin Pfeifle. KDD 2005, 672-677. Cited by 56Web SearchBibTeXDownload
5 On mining cross-graph quasi-cliques. Jian Pei, Daxin Jiang, Aidong Zhang. KDD 2005, 228-238. Cited by 49Web SearchBibTeXDownload
6 Feature bagging for outlier detection. Aleksandar Lazarevic, Vipin Kumar. KDD 2005, 157-166. Cited by 45Web SearchBibTeXDownload
7 Wavelet synopsis for data streams: minimizing non-euclidean error. Sudipto Guha, Boulos Harb. KDD 2005, 88-97. Cited by 42Web SearchBibTeXDownload
8 Combining proactive and reactive predictions for data streams. Ying Yang, Xindong Wu, Xingquan Zhu. KDD 2005, 710-715. Cited by 38Web SearchBibTeXDownload
9 Parallel mining of closed sequential patterns. Shengnan Cong, Jiawei Han, David A. Padua. KDD 2005, 562-567. Cited by 36Web SearchBibTeXDownload
10 Co-clustering by block value decomposition. Bo Long, Zhongfei (Mark) Zhang, Philip S. Yu. KDD 2005, 635-640. Cited by 35Web SearchBibTeXDownload
11 A generalized framework for mining spatio-temporal patterns in scientific data. Hui Yang, Srinivasan Parthasarathy, Sameep Mehta. KDD 2005, 716-721. Cited by 32Web SearchBibTeXDownload
12 Dynamic syslog mining for network failure monitoring. Kenji Yamanishi, Yuko Maruyama. KDD 2005, 499-508. Cited by 30Web SearchBibTeXDownload
13 Making holistic schema matching robust: an ensemble approach. Bin He, Kevin Chen-Chuan Chang. KDD 2005, 429-438. Cited by 26Web SearchBibTeXDownload
14 Mining risk patterns in medical data. Jiuyong Li, Ada Wai-Chee Fu, Hongxing He, Jie Chen, Huidong Jin, Damien McAullay, Graham J. Williams, Ross Sparks, Chris Kelman. KDD 2005, 770-775. Cited by 25Web SearchBibTeXDownload
15 Cross-relational clustering with user's guidance. Xiaoxin Yin, Jiawei Han, Philip S. Yu. KDD 2005, 344-353. Cited by 23Web SearchBibTeXDownload
16 Discovering frequent topological structures from graph datasets. Ruoming Jin, Chao Wang, Dmitrii Polshakov, Srinivasan Parthasarathy, Gagan Agrawal. KDD 2005, 606-611. Cited by 19Web SearchBibTeXDownload
17 CLICKS: an effective algorithm for mining subspace clusters in categorical datasets. Mohammed Javeed Zaki, Markus Peters, Ira Assent, Thomas Seidl. KDD 2005, 736-742. Cited by 19Web SearchBibTeXDownload
18 Formulating distance functions via the kernel trick. Gang Wu, Edward Y. Chang, Navneet Panda. KDD 2005, 703-709. Cited by 14Web SearchBibTeXDownload
19 Reasoning about sets using redescription mining. Mohammed Javeed Zaki, Naren Ramakrishnan. KDD 2005, 364-373. Cited by 13Web SearchBibTeXDownload
20 Variable latent semantic indexing. Anirban Dasgupta, Ravi Kumar, Prabhakar Raghavan, Andrew Tomkins. KDD 2005, 13-21. Cited by 10Web SearchBibTeXDownload
21 Unweaving a web of documents. Ramanathan V. Guha, Ravi Kumar, D. Sivakumar, Ravi Sundaram. KDD 2005, 574-579. Cited by 8Web SearchBibTeXDownload
22 Finding partial orders from unordered 0-1 data. Antti Ukkonen, Mikael Fortelius, Heikki Mannila. KDD 2005, 285-293. Cited by 7Web SearchBibTeXDownload
23 Scalable discovery of hidden emails from large folders. Giuseppe Carenini, Raymond T. Ng, Xiaodong Zhou. KDD 2005, 544-549. Cited by 5Web SearchBibTeXDownload
24 A multinomial clustering model for fast simulation of computer architecture designs. Kaushal Sanghai, Ting Su, Jennifer G. Dy, David R. Kaeli. KDD 2005, 808-813. Cited by 5Web SearchBibTeXDownload
25 Towards exploratory test instance specific algorithms for high dimensional classification. Charu C. Aggarwal. KDD 2005, 526-531. Cited by 5Web SearchBibTeXDownload
26 Pattern-based similarity search for microarray data. Haixun Wang, Jian Pei, Philip S. Yu. KDD 2005, 814-819. Cited by 1Web SearchBibTeXDownload
27 Maximal boasting. Cinda Heeren, Leonard Pitt. KDD 2005, 580-585. Web SearchBibTeXDownload
28 Deriving marketing intelligence from online discussion. Natalie S. Glance, Matthew Hurst, Kamal Nigam, Matthew Siegler, Robert Stockton, Takashi Tomokiyo. KDD 2005, 419-428. Web SearchBibTeXDownload
29 Dimension induced clustering. Aristides Gionis, Alexander Hinneburg, Spiros Papadimitriou, Panayiotis Tsaparas. KDD 2005, 51-60. Web SearchBibTeXDownload
30 Web object indexing using domain knowledge. Muyuan Wang, Zhiwei Li, Lie Lu, Wei-Ying Ma, Naiyao Zhang. KDD 2005, 294-303. Web SearchBibTeXDownload
31 Mining tree queries in a graph. Bart Goethals, Eveline Hoekx, Jan Van den Bussche. KDD 2005, 61-69. Web SearchBibTeXDownload
32 Creating social networks to improve peer-to-peer networking. Andrew S. Fast, David Jensen, Brian Neil Levine. KDD 2005, 568-573. Web SearchBibTeXDownload
33 Combining email models for false positive reduction. Shlomo Hershkop, Salvatore J. Stolfo. KDD 2005, 98-107. Web SearchBibTeXDownload
34 An approach to spacecraft anomaly detection problem using kernel feature space. Ryohei Fujimaki, Takehisa Yairi, Kazuo Machida. KDD 2005, 401-410. Web SearchBibTeXDownload
35 Short term performance forecasting in enterprise systems. Rob Powers, Moisés Goldszmidt, Ira Cohen. KDD 2005, 801-807. Web SearchBibTeXDownload
36 SVM selective sampling for ranking with application to data retrieval. Hwanjo Yu. KDD 2005, 354-363. Web SearchBibTeXDownload
37 Fast window correlations over uncooperative time series. Richard Cole, Dennis Shasha, Xiaojian Zhao. KDD 2005, 743-749. Web SearchBibTeXDownload
38 Non-redundant clustering with conditional ensembles. David Gondek, Thomas Hofmann. KDD 2005, 70-77. Web SearchBibTeXDownload
39 Regression error characteristic surfaces. Luís Torgo. KDD 2005, 697-702. Web SearchBibTeXDownload
40 Probabilistic workflow mining. Ricardo Silva, Jiji Zhang, James G. Shanahan. KDD 2005, 275-284. Web SearchBibTeXDownload
41 Mining images on semantics via statistical learning. Jianping Fan, Hangzai Luo, Mohand-Said Hacid. KDD 2005, 22-31. Web SearchBibTeXDownload
42 Optimizing time series discretization for knowledge discovery. Fabian Mörchen, Alfred Ultsch. KDD 2005, 660-665. Web SearchBibTeXDownload
43 Enhancing the lift under budget constraints: an application in the mutual fund industry. Lian Yan, Michael Fassino, Patrick Baldasare. KDD 2005, 509-515. Web SearchBibTeXDownload
44 Combining partitions by probabilistic label aggregation. Tilman Lange, Joachim M. Buhmann. KDD 2005, 147-156. Web SearchBibTeXDownload
45 Using retrieval measures to assess similarity in mining dynamic web clickstreams. Olfa Nasraoui, Cesar Cardona, Carlos Rojas. KDD 2005, 439-448. Web SearchBibTeXDownload
46 Streaming feature selection using alpha-investing. Jing Zhou, Dean P. Foster, Robert A. Stine, Lyle H. Ungar. KDD 2005, 384-393. Web SearchBibTeXDownload
47 Determining an author's native language by mining a text for errors. Moshe Koppel, Jonathan Schler, Kfir Zigdon. KDD 2005, 624-628. Web SearchBibTeXDownload
48 Key semantics extraction by dependency tree mining. Satoshi Morinaga, Hiroki Arimura, Takahiro Ikeda, Yosuke Sakao, Susumu Akamine. KDD 2005, 666-671. Web SearchBibTeXDownload
49 Using relational knowledge discovery to prevent securities fraud. Jennifer Neville, Özgür Simsek, David Jensen, John Komoroske, Kelly Palmer, Henry G. Goldberg. KDD 2005, 449-458. Web SearchBibTeXDownload
50 LIPED: HMM-based life profiles for adaptive event detection. Chien Chin Chen, Meng Chang Chen, Ming-Syan Chen. KDD 2005, 556-561. Web SearchBibTeXDownload
51 Nomograms for visualizing support vector machines. Aleks Jakulin, Martin Mozina, Janez Demsar, Ivan Bratko, Blaz Zupan. KDD 2005, 108-117. Web SearchBibTeXDownload
52 Query chains: learning to rank from implicit feedback. Filip Radlinski, Thorsten Joachims. KDD 2005, 239-248. Web SearchBibTeXDownload
53 Anonymity-preserving data collection. Zhiqiang Yang, Sheng Zhong, Rebecca N. Wright. KDD 2005, 334-343. Web SearchBibTeXDownload
54 A new scheme on privacy-preserving data classification. Nan Zhang, Shengquan Wang, Wei Zhao. KDD 2005, 374-383. Web SearchBibTeXDownload
55 Consistent bipartite graph co-partitioning for star-structured high-order heterogeneous data co-clustering. Bin Gao, Tie-Yan Liu, Xin Zheng, QianSheng Cheng, Wei-Ying Ma. KDD 2005, 41-50. Web SearchBibTeXDownload
56 Integration of profile hidden Markov model output into association rule mining. Christopher Besemann, Anne Denton. KDD 2005, 538-543. Web SearchBibTeXDownload
57 An integrated framework on mining logs files for computing system management. Tao Li, Feng Liang, Sheng Ma, Wei Peng. KDD 2005, 776-781. Web SearchBibTeXDownload
58 Failure detection and localization in component based systems by online tracking. Haifeng Chen, Guofei Jiang, Cristian Ungureanu, Kenji Yoshihira. KDD 2005, 750-755. Web SearchBibTeXDownload
59 Rule extraction from linear support vector machines. Glenn Fung, Sathyakama Sandilya, R. Bharat Rao. KDD 2005, 32-40. Web SearchBibTeXDownload
60 Detection of emerging space-time clusters. Daniel B. Neill, Andrew W. Moore, Maheshkumar Sabhnani, Kenny Daniel. KDD 2005, 218-227. Web SearchBibTeXDownload
61 Modeling and predicting personal information dissemination behavior. Xiaodan Song, Ching-Yung Lin, Belle L. Tseng, Ming-Ting Sun. KDD 2005, 479-488. Web SearchBibTeXDownload
62 A hit-miss model for duplicate detection in the WHO drug safety database. G. Niklas Norén, Roland Orre, Andrew Bate. KDD 2005, 459-468. Web SearchBibTeXDownload
63 Predicting the product purchase patterns of corporate customers. Bhavani Raskutti, Alan Herschtal. KDD 2005, 469-478. Web SearchBibTeXDownload
64 Mining the internet: the eighth wonder of the world. Gian Fulgoni. KDD 2005, 2. Web SearchBibTeXDownload
65 Automated detection of frontal systems from numerical model-generated data. Xiang Li, Rahul Ramachandran, Sara J. Graves, Sunil Movva, Bilahari Akkiraju, David Emmitt, Steven Greco, Robert Atlas, Joseph Terry, Juan-Carlos Jusem. KDD 2005, 782-787. Web SearchBibTeXDownload
66 On the use of linear programming for unsupervised text classification. Mark Sandler. KDD 2005, 256-264. Web SearchBibTeXDownload
67 A Bayesian network classifier with inverse tree structure for voxelwise magnetic resonance image analysis. Rong Chen, Edward Herskovits. KDD 2005, 4-12. Web SearchBibTeXDownload
68 Simple and effective visual models for gene expression cancer diagnostics. Gregor Leban, Minca Mramor, Ivan Bratko, Blaz Zupan. KDD 2005, 167-176. Web SearchBibTeXDownload
69 Disease progression modeling from historical clinical databases. Ronald K. Pearson, Robert J. Kingan, Alan Hochberg. KDD 2005, 788-793. Web SearchBibTeXDownload
70 Adversarial learning. Daniel Lowd, Christopher Meek. KDD 2005, 641-647. Web SearchBibTeXDownload
71 Learning to predict train wheel failures. Chunsheng Yang, Sylvain Létourneau. KDD 2005, 516-525. Web SearchBibTeXDownload
72 The architecture of complexity: the structure and the dynamics of networks, from the web to the cell. Albert-László Barabási. KDD 2005, 3. Web SearchBibTeXDownload
73 Incentive networks. Prabhakar Raghavan. KDD 2005, 1. Web SearchBibTeXDownload
74 Model-based overlapping clustering. Arindam Banerjee, Chase Krumpelman, Joydeep Ghosh, Sugato Basu, Raymond J. Mooney. KDD 2005, 532-537. Web SearchBibTeXDownload
75 Web mining from competitors' websites. Xin Chen, Yi-fang Brook Wu. KDD 2005, 550-555. Web SearchBibTeXDownload
76 A hybrid unsupervised approach for document clustering. Mihai Surdeanu, Jordi Turmo, Alicia Ageno. KDD 2005, 685-690. Web SearchBibTeXDownload
77 Data mining in the chemical industry. Alex N. Kalos, Tim Rey. KDD 2005, 763-769. Web SearchBibTeXDownload
78 Efficient computations via scalable sparse kernel partial least squares and boosted latent features. Michinari Momma. KDD 2005, 654-659. Web SearchBibTeXDownload
79 A general model for clustering binary data. Tao Li. KDD 2005, 188-197. Web SearchBibTeXDownload
80 Price prediction and insurance for online auctions. Rayid Ghani. KDD 2005, 411-418. Web SearchBibTeXDownload
81 A distributed learning framework for heterogeneous data sources. Srujana Merugu, Joydeep Ghosh. KDD 2005, 208-217. Web SearchBibTeXDownload
82 Fast discovery of unexpected patterns in data, relative to a Bayesian network. Szymon Jaroszewicz, Tobias Scheffer. KDD 2005, 118-127. Web SearchBibTeXDownload
83 Estimating missed actual positives using independent classifiers. Sandeep Mane, Jaideep Srivastava, San-Yih Hwang. KDD 2005, 648-653. Web SearchBibTeXDownload
84 Building connected neighborhood graphs for isometric data embedding. Li Yang. KDD 2005, 722-728. Web SearchBibTeXDownload
85 Sampling-based sequential subgroup mining. Martin Scholz. KDD 2005, 265-274. Web SearchBibTeXDownload
86 Mining rare and frequent events in multi-camera surveillance video using self-organizing maps. Valery A. Petrushin. KDD 2005, 794-800. Web SearchBibTeXDownload
87 A maximum entropy web recommendation system: combining collaborative and content features. Xin Jin, Yanzan Zhou, Bamshad Mobasher. KDD 2005, 612-617. Web SearchBibTeXDownload
88 Mining comparable bilingual text corpora for cross-language information integration. Tao Tao, ChengXiang Zhai. KDD 2005, 691-696. Web SearchBibTeXDownload
89 Simultaneous optimization of complex mining tasks with a knowledgeable cache. Ruoming Jin, Kaushik Sinha, Gagan Agrawal. KDD 2005, 600-605. Web SearchBibTeXDownload
90 A fast kernel-based multilevel algorithm for graph clustering. Inderjit S. Dhillon, Yuqiang Guan, Brian Kulis. KDD 2005, 629-634. Web SearchBibTeXDownload
91 Improving discriminative sequential learning with rare--but--important associations. Xuan Hieu Phan, Minh Le Nguyen, Tu Bao Ho, Susumu Horiguchi. KDD 2005, 304-313. Web SearchBibTeXDownload
92 Information retrieval based on collaborative filtering with latent interest semantic map. Noriaki Kawamae, Katsumi Takahashi. KDD 2005, 618-623. Web SearchBibTeXDownload
93 Application of kernels to link analysis. Takahiko Ito, Masashi Shimbo, Taku Kudo, Yuji Matsumoto. KDD 2005, 586-592. Web SearchBibTeXDownload
94 Finding similar files in large document repositories. George Forman, Kave Eshghi, Stephane Chiocchetti. KDD 2005, 394-400. Web SearchBibTeXDownload
95 Generation of synthetic data sets for evaluating the accuracy of knowledge discovery systems. Daniel R. Jeske, Behrokh Samadi, Pengyue J. Lin, Lan Ye, Sean Cox, Rui Xiao, Ted Younglove, Minh Ly, Douglas Holt, Ryan Rich. KDD 2005, 756-762. Web SearchBibTeXDownload
96 A multiple tree algorithm for the efficient association of asteroid observations. Jeremy Kubica, Andrew W. Moore, Andrew Connolly, Robert Jedicke. KDD 2005, 138-146. Web SearchBibTeXDownload
97 Robust boosting and its relation to bagging. Saharon Rosset. KDD 2005, 249-255. Web SearchBibTeXDownload
98 Discovering evolutionary theme patterns from text: an exploration of temporal text mining. Qiaozhu Mei, ChengXiang Zhai. KDD 2005, 198-207. Web SearchBibTeXDownload
99 Email data cleaning. Jie Tang, Hang Li, Yunbo Cao, ZhaoHui Tang. KDD 2005, 489-498. Web SearchBibTeXDownload
100 Privacy-preserving distributed k-means clustering over arbitrarily partitioned data. Geetha Jagannathan, Rebecca N. Wright. KDD 2005, 593-599. Web SearchBibTeXDownload
101 Evaluating similarity measures: a large-scale study in the orkut social network. Ellen Spertus, Mehran Sahami, Orkut Buyukkokten. KDD 2005, 678-684. Web SearchBibTeXDownload
102 Pattern lattice traversal by selective jumps. Osmar R. Zaďane, Mohammad El-Hajj. KDD 2005, 729-735. Web SearchBibTeXDownload
103 Mining closed relational graphs with connectivity constraints. Xifeng Yan, Xianghong Jasmine Zhou, Jiawei Han. KDD 2005, 324-333. Web SearchBibTeXDownload
104 Local sparsity control for naive Bayes with extreme misclassification costs. Aleksander Kolcz. KDD 2005, 128-137. Web SearchBibTeXDownload
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  • Papers: 104
  • Total Citations: 925
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