| 2013 |
| 246 | A relation extraction method of Chinese named entities based on location and semantic features. Hai-Guang Li, Xindong Wu, Zhao Li, Gong-Qing Wu, Yuan-Jun Bi, Pei-Pei Li. Appl. Intell. (38): 1-15 (2013). Web SearchBibTeXDownload |
| 245 | PMBC: Pattern mining from biological sequences with wildcard constraints. Xindong Wu, Xingquan Zhu, Yu He, Abdullah N. Arslan. Comp. in Bio. and Med. (43): 481-492 (2013). Web SearchBibTeXDownload |
| 244 | Visual-Textual Joint Relevance Learning for Tag-Based Social Image Search. Yue Gao, Meng Wang, Zheng-Jun Zha, Jialie Shen, Xuelong Li, Xindong Wu. IEEE Transactions on Image Processing (22): 363-376 (2013). Web SearchBibTeXDownload |
| 243 | Online Feature Selection with Streaming Features. Xindong Wu, Kui Yu, Wei Ding, Hao Wang, Xingquan Zhu. IEEE Trans. Pattern Anal. Mach. Intell. (35): 1178-1192 (2013). Web SearchBibTeXDownload |
| 242 | Anonymizing classification data using rough set theory. Mingquan Ye, Xindong Wu, Xuegang Hu, Donghui Hu. Knowl.-Based Syst. (43): 82-94 (2013). Web SearchBibTeXDownload |
| 241 | Extracting elite pairwise constraints for clustering. He Jiang, Zhilei Ren, Jifeng Xuan, Xindong Wu. Neurocomputing (99): 124-133 (2013). Web SearchBibTeXDownload |
| 240 | Multi-View Visual Classification via a Mixed-Norm Regularizer. Xiaofeng Zhu, Zi Huang, Xindong Wu. PAKDD (1) 2013, 520-531. Web SearchBibTeXDownload |
| 2012 |
| 239 | Mining Recurring Concept Drifts with Limited Labeled Streaming Data. Pei-Pei Li, Xindong Wu, Xuegang Hu. ACM TIST (3): 29 (2012). Web SearchBibTeXDownload |
| 238 | Mining bridging rules between conceptual clusters. Shichao Zhang, Feng Chen, Xindong Wu, Chengqi Zhang, Ruili Wang. Appl. Intell. (36): 108-118 (2012). Web SearchBibTeXDownload |
| 237 | Exploring Causal Relationships with Streaming Features. Kui Yu, Xindong Wu, Wei Ding, Hao Wang. Comput. J. (55): 1103-1117 (2012). Web SearchBibTeXDownload |
| 236 | A Distributed Cache for Hadoop Distributed File System in Real-Time Cloud Services. Jing Zhang, Gong-Qing Wu, Xuegang Hu, Xindong Wu. GRID 2012, 12-21. Web SearchBibTeXDownload |
| 235 | Self-Taught Active Learning from Crowds. Meng Fang, Xingquan Zhu, Bin Li, Wei Ding, Xindong Wu. ICDM 2012, 858-863. Web SearchBibTeXDownload |
| 234 | A Real-Time Transportation Prediction System. Hai-Guang Li, Zhao Li, Robert T. White, Xindong Wu. IEA/AIE 2012, 68-77. Web SearchBibTeXDownload |
| 233 | Multimodal Graph-Based Reranking for Web Image Search. Meng Wang, Hao Li, Dacheng Tao, Ke Lu, Xindong Wu. IEEE Transactions on Image Processing (21): 4649-4661 (2012). Web SearchBibTeXDownload |
| 232 | Cooperative Sparse Representation in Two Opposite Directions for Semi-Supervised Image Annotation. Zhong-Qiu Zhao, Hervé Glotin, Zhao Xie, Jun Gao, Xindong Wu. IEEE Transactions on Image Processing (21): 4218-4231 (2012). Web SearchBibTeXDownload |
| 231 | The Apriori property of sequence pattern mining with wildcard gaps. Fan Min, Youxi Wu, Xindong Wu. I. J. Functional Informatics and Personalised Medicine (4): 15-31 (2012). Web SearchBibTeXDownload |
| 230 | Top-10 Data Mining Case Studies. Gabor Melli, Xindong Wu, Paul Beinat, Francesco Bonchi, Longbing Cao, Rong Duan, Christos Faloutsos, Rayid Ghani, Brendan Kitts, Bart Goethals, Geoff J. McLachlan, Jian Pei, Ashok Srivastava, Osmar R. Zaïane. International Journal of Information Technology and Decision Making (11): 389-400 (2012). Web SearchBibTeXDownload |
| 229 | Mining emerging patterns by streaming feature selection. Kui Yu, Wei Ding, Dan A. Simovici, Xindong Wu. KDD 2012, 60-68. Web SearchBibTeXDownload |
| 228 | Coupled behavior analysis for capturing coupling relationships in group-based market manipulations. Yin Song, Longbing Cao, Xindong Wu, Gang Wei, Wu Ye, Wei Ding. KDD 2012, 976-984. Web SearchBibTeXDownload |
| 227 | Compressed labeling on distilled labelsets for multi-label learning. Tianyi Zhou, Dacheng Tao, Xindong Wu. Machine Learning (88): 69-126 (2012). Web SearchBibTeXDownload |
| 226 | Learning from concept drifting data streams with unlabeled data. Xindong Wu, Pei-Pei Li, Xuegang Hu. Neurocomputing (92): 145-155 (2012). Web SearchBibTeXDownload |
| 2011 |
| 225 | Subkilometer crater discovery with boosting and transfer learning. Wei Ding, Tomasz F. Stepinski, Yang Mu, Lourenço P. C. Bandeira, Ricardo Vilalta, Youxi Wu, Zhenyu Lu, Tianyu Cao, Xindong Wu. ACM TIST (2): 39 (2011). Web SearchBibTeXDownload |
| 224 | Automatic clustering using genetic algorithms. Yongguo Liu, Xindong Wu, Yi-Dong Shen. Applied Mathematics and Computation (218): 1267-1279 (2011). Web SearchBibTeXDownload |
| 223 | Inferring Functional Groups from Microbial Gene Catalogue with Probabilistic Topic Models. Xin Chen, Tingting He, Xiaohua Hu, Yuan An, Xindong Wu. BIBM 2011, 3-9. Web SearchBibTeXDownload |
| 222 | Feature selection using hierarchical feature clustering. Huawen Liu, Xindong Wu, Shichao Zhang. CIKM 2011, 979-984. Web SearchBibTeXDownload |
| 221 | Mining Approximate Repeating Patterns from Sequence Data with Gap Constraints. Dan He, Xingquan Zhu, Xindong Wu. Computational Intelligence (27): 336-362 (2011). Web SearchBibTeXDownload |
| 220 | A Bit-Parallel Algorithm for Sequential Pattern Matching with Wildcards. Dan Guo, Xiao-Li Hong, Xuegang Hu, Jun Gao, Ying-Ling Liu, Gong-Qing Wu, Xindong Wu. Cybernetics and Systems (42): 382-401 (2011). Web SearchBibTeXDownload |
| 219 | Manifold elastic net: a unified framework for sparse dimension reduction. Tianyi Zhou, Dacheng Tao, Xindong Wu. Data Min. Knowl. Discov. (22): 340-371 (2011). Web SearchBibTeXDownload |
| 218 | Robust ensemble learning for mining noisy data streams. Peng Zhang, Xingquan Zhu, Yong Shi, Li Guo, Xindong Wu. Decision Support Systems (50): 469-479 (2011). Web SearchBibTeXDownload |
| 217 | CLAP: Collaborative pattern mining for distributed information systems. Xingquan Zhu, Bin Li, Xindong Wu, Dan He, Chengqi Zhang. Decision Support Systems (52): 40-51 (2011). Web SearchBibTeXDownload |
| 216 | Active Learning of Model Parameters for Influence Maximization. Tianyu Cao, Xindong Wu, Xiaohua Tony Hu, Song Wang. ECML/PKDD (1) 2011, 280-295. Web SearchBibTeXDownload |
| 215 | Maximizing influence spread in modular social networks by optimal resource allocation. Tianyu Cao, Xindong Wu, Song Wang, Xiaohua Hu. Expert Syst. Appl. (38): 13128-13135 (2011). Web SearchBibTeXDownload |
| 214 | K-Means Clustering with Bagging and MapReduce. Hai-Guang Li, Gong-Qing Wu, Xuegang Hu, Jing Zhang, Lian Li, Xindong Wu. HICSS 2011, 1-8. Web SearchBibTeXDownload |
| 213 | Causal Associative Classification. Kui Yu, Xindong Wu, Wei Ding, Hao Wang, Hongliang Yao. ICDM 2011, 914-923. Web SearchBibTeXDownload |
| 212 | Keyword extraction based on sequential pattern mining. Jiajia Feng, Fei Xie, Xuegang Hu, Pei-Pei Li, Jie Cao, Xindong Wu. ICIMCS 2011, 34-38. Web SearchBibTeXDownload |
| 211 | An Epidemic Model for News Spreading on Twitter. Saeed Abdullah, Xindong Wu. ICTAI 2011, 163-169. Web SearchBibTeXDownload |
| 210 | Weighted Nonnegative Matrix Tri-Factorization for Co-clustering. Zhao Li, Xindong Wu. ICTAI 2011, 811-816. Web SearchBibTeXDownload |
| 209 | Personalized News Filtering and Summarization on the Web. Xindong Wu, Fei Xie, Gong-Qing Wu, Wei Ding. ICTAI 2011, 414-421. Web SearchBibTeXDownload |
| 208 | Ontology-Based Business Process Customization for Composite Web Services. Qianhui Liang, Xindong Wu, E. K. Park, Taghi M. Khoshgoftaar, Chi-Hung Chi. IEEE Transactions on Systems, Man, and Cybernetics, Part A (41): 717-729 (2011). Web SearchBibTeXDownload |
| 207 | Cross-Domain Collaborative Filtering over Time. Bin Li, Xingquan Zhu, Ruijiang Li, Chengqi Zhang, Xiangyang Xue, Xindong Wu. IJCAI 2011, 2293-2298. Web SearchBibTeXDownload |
| 206 | Corrective classification: Learning from data imperfections with aggressive and diverse classifier ensembling. Yan Zhang, Xingquan Zhu, Xindong Wu, Jeffrey P. Bond. Inf. Syst. (36): 1135-1157 (2011). Web SearchBibTeXDownload |
| 205 | A Chinese time ontology for the Semantic Web. Chunxia Zhang, Cungen Cao, Yuefei Sui, Xindong Wu. Knowl.-Based Syst. (24): 1057-1074 (2011). Web SearchBibTeXDownload |
| 204 | Random Ensemble Decision Trees for Learning Concept-Drifting Data Streams. Pei-Pei Li, Xindong Wu, Qianhui Liang, Xuegang Hu, Yuhong Zhang. PAKDD (1) 2011, 313-325. Web SearchBibTeXDownload |
| 203 | A structurally motivated framework for discriminant analysis. Bo Yang, Songcan Chen, Xindong Wu. Pattern Anal. Appl. (14): 349-367 (2011). Web SearchBibTeXDownload |
| 202 | Fundamentals of association rules in data mining and knowledge discovery. Shichao Zhang, Xindong Wu. Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery (1): 97-116 (2011). Web SearchBibTeXDownload |
| 2010 |
| 201 | Learning from Concept Drifting Data Streams with Unlabeled Data. Pei-Pei Li, Xindong Wu, Xuegang Hu. AAAI 2010. Web SearchBibTeXDownload |
| 200 | A Phrase-Based Method for Hierarchical Clustering of Web Snippets. Zhao Li, Xindong Wu. AAAI 2010. Web SearchBibTeXDownload |
| 199 | Semi-supervised Learning by Spectral Mapping with Label Information. Zhong-Qiu Zhao, Jun Gao, Xindong Wu. AICI (1) 2010, 448-454. Web SearchBibTeXDownload |
| 198 | A Random Decision Tree Ensemble for Mining Concept Drifts from Noisy Data Streams. Pei-Pei Li, Xindong Wu, Xuegang Hu, Qianhui Liang, Yunjun Gao. Applied Artificial Intelligence (24): 680-710 (2010). Web SearchBibTeXDownload |
| 197 | Exploratory analysis of protein translation regulatory networks using hierarchical random graphs. Daniel Duanqing Wu, Xiaohua Hu, E. K. Park, Xiaofeng Wang, Jiali Feng, Xindong Wu. BMC Bioinformatics (11): 2 (2010). Web SearchBibTeXDownload |
| 196 | NESVM: a Fast Gradient Method for Support Vector Machines. Tianyi Zhou, Dacheng Tao, Xindong Wu. CoRR (abs/1008.4000) (2010). Web SearchBibTeXDownload |
| 195 | Manifold Elastic Net: A Unified Framework for Sparse Dimension Reduction. Tianyi Zhou, Dacheng Tao, Xindong Wu. CoRR (abs/1007.3564) (2010). Web SearchBibTeXDownload |
| 194 | Discretization Methods. Ying Yang, Geoffrey I. Webb, Xindong Wu. Data Mining and Knowledge Discovery Handbook 2010, 101-116. Web SearchBibTeXDownload |
| 193 | A New Automatic Categorization Algorithm for Web Services. Jiaying He, Pei-Pei Li, Xuegang Hu, Xindong Wu. GrC 2010, 200-205. Web SearchBibTeXDownload |
| 192 | Pattern Matching with Flexible Wildcards and Recurring Characters. Haiping Wang, Fei Xie, Xuegang Hu, Pei-Pei Li, Xindong Wu. GrC 2010, 782-786. Web SearchBibTeXDownload |
| 191 | A Double-Window-Based Classification Algorithm for Concept Drifting Data Streams. Qun Zhu, Xuegang Hu, Yuhong Zhang, Pei-Pei Li, Xindong Wu. GrC 2010, 639-644. Web SearchBibTeXDownload |
| 190 | Mining distribution change in stock order streams. Xiaoyan Liu, Xindong Wu, Huaiqing Wang, Rui Zhang, James Bailey, Kotagiri Ramamohanarao. ICDE 2010, 105-108. Web SearchBibTeXDownload |
| 189 | SMILE: A Similarity-Based Approach for Multiple Instance Learning. Yanshan Xiao, Bo Liu, Longbing Cao, Jie Yin, Xindong Wu. ICDM 2010, 589-598. Web SearchBibTeXDownload |
| 188 | NESVM: A Fast Gradient Method for Support Vector Machines. Tianyi Zhou, Dacheng Tao, Xindong Wu. ICDM 2010, 679-688. Web SearchBibTeXDownload |
| 187 | Causal Discovery from Streaming Features. Kui Yu, Xindong Wu, Hao Wang, Wei Ding. ICDM 2010, 1163-1168. Web SearchBibTeXDownload |
| 186 | 10 Years of Data Mining Research: Retrospect and Prospect. Xindong Wu. ICDM 2010, 7. Web SearchBibTeXDownload |
| 185 | Online Streaming Feature Selection. Xindong Wu, Kui Yu, Hao Wang, Wei Ding. ICML 2010, 1159-1166. Web SearchBibTeXDownload |
| 184 | Sequential Pattern Mining with Wildcards. Fei Xie, Xindong Wu, Xuegang Hu, Jun Gao, Dan Guo, Yulian Fei, Ertian Hua. ICTAI (1) 2010, 241-247. Web SearchBibTeXDownload |
| 183 | A Nettree for Approximate Maximal Pattern Matching with Gaps and One-Off Constraint. Youxi Wu, Xindong Wu, He Jiang, Fan Min. ICTAI (2) 2010, 38-41. Web SearchBibTeXDownload |
| 182 | Online causal discovery. Kui Yu, Xindong Wu, Hao Wang. IEEE ICCI 2010, 667-671. Web SearchBibTeXDownload |
| 181 | Keyphrase extraction based on semantic relatedness. Fei Xie, Xindong Wu, Xuegang Hu. IEEE ICCI 2010, 308-312. Web SearchBibTeXDownload |
| 180 | Efficient missing data imputation for supervised learning. Shichao Zhang, Xindong Wu, Manlong Zhu. IEEE ICCI 2010, 672-679. Web SearchBibTeXDownload |
| 179 | News Filtering and Summarization on the Web. Xindong Wu, Gong-Qing Wu, Fei Xie, Zhu Zhu, Xuegang Hu, Hao Lu, Huiqian Li. IEEE Intelligent Systems (25): 68-76 (2010). Web SearchBibTeXDownload |
| 178 | Integrating induction and deduction for noisy data mining. Yan Zhang, Xindong Wu. Inf. Sci. (180): 2663-2673 (2010). Web SearchBibTeXDownload |
| 177 | A Nettree for pattern Matching with flexible wildcard Constraints. Youxi Wu, Xindong Wu, Fan Min, Yan Li. IRI 2010, 109-114. Web SearchBibTeXDownload |
| 176 | Mining Recurring Concept Drifts with Limited Labeled Streaming Data. Pei-Pei Li, Xindong Wu, Xuegang Hu. Journal of Machine Learning Research - Proceedings Track (13): 241-252 (2010). Web SearchBibTeXDownload |
| 175 | Ensemble pruning via individual contribution ordering. Zhenyu Lu, Xindong Wu, Xingquan Zhu, Josh Bongard. KDD 2010, 871-880. Web SearchBibTeXDownload |
| 174 | Special issue on selected papers from IEEE DMF 2008. Keith C. C. Chan, Xindong Wu. Knowl. Inf. Syst. (24): 339-340 (2010). Web SearchBibTeXDownload |
| 173 | A matrix modular SVM robust to imbalanced data for efficient visual concept detection. Hervé Glotin, Zhong-Qiu Zhao, Jun Gao, Xindong Wu. Multimedia Information Retrieval 2010, 333-338. Web SearchBibTeXDownload |
| 172 | A Modified Semi-Supervised Learning Algorithm on Laplacian Eigenmaps. Zhong-Qiu Zhao, Jun-Zhao Li, Jun Gao, Xindong Wu. Neural Processing Letters (32): 75-82 (2010). Web SearchBibTeXDownload |
| 171 | Rule Synthesizing from Multiple Related Databases. Dan He, Xindong Wu, Xingquan Zhu. PAKDD (2) 2010, 201-213. Web SearchBibTeXDownload |
| 170 | Fast Orthogonal Nonnegative Matrix Tri-Factorization for Simultaneous Clustering. Zhao Li, Xindong Wu, Zhenyu Lu. PAKDD (2) 2010, 214-221. Web SearchBibTeXDownload |
| 169 | Nonnegative Matrix Factorization on Orthogonal Subspace. Zhao Li, Xindong Wu, Hong Peng. Pattern Recognition Letters (31): 905-911 (2010). Web SearchBibTeXDownload |
| 168 | OASNET: an optimal allocation approach to influence maximization in modular social networks. Tianyu Cao, Xindong Wu, Song Wang, Xiaohua Hu. SAC 2010, 1088-1094. Web SearchBibTeXDownload |
| 167 | Adaptive Informative Sampling for Active Learning. Zhenyu Lu, Xindong Wu, Josh Bongard. SDM 2010, 894-905. Web SearchBibTeXDownload |
| 2009 |
| 166 | Mining Frequent Patterns with Gaps and One-Off Condition. Yongming Huang, Xindong Wu, Xuegang Hu, Fei Xie, Jun Gao, Gong-Qing Wu. CSE (1) 2009, 180-186. Web SearchBibTeXDownload |
| 165 | Local Semi-linear Regression for River Runoff Forecasting. Fan Min, Xindong Wu. CSE (4) 2009, 556-561. Web SearchBibTeXDownload |
| 164 | Pattern Matching with Independent Wildcard Gaps. Fan Min, Xindong Wu, Zhenyu Lu. DASC 2009, 194-199. Web SearchBibTeXDownload |
| 163 | Mining globally interesting patterns from multiple databases using kernel estimation. Shichao Zhang, Xiaofang You, Zhi Jin, Xindong Wu. Expert Syst. Appl. (36): 10863-10869 (2009). Web SearchBibTeXDownload |
| 162 | A relation extraction method of Chinese named entities based on location and semantic features. Hai-Guang Li, Xindong Wu, Zhao Li, Gong-Qing Wu, Yuan-Jun Bi, Pei-Pei Li. GrC 2009, 334-339. Web SearchBibTeXDownload |
| 161 | Ubiquitous personalized information processing with wildcards. Xindong Wu. GrC 2009, 5. Web SearchBibTeXDownload |
| 160 | Active Learning with Adaptive Heterogeneous Ensembles. Zhenyu Lu, Xindong Wu, Josh Bongard. ICDM 2009, 327-336. Web SearchBibTeXDownload |
| 159 | Vague One-Class Learning for Data Streams. Xingquan Zhu, Xindong Wu, Chengqi Zhang. ICDM 2009, 657-666. Web SearchBibTeXDownload |
| 158 | Multi-sphere Support Vector Data Description for Outliers Detection on Multi-distribution Data. Yanshan Xiao, Bo Liu, Longbing Cao, Xindong Wu, Chengqi Zhang, Zhifeng Hao, Fengzhao Yang, Jie Cao. ICDM Workshops 2009, 82-87. Web SearchBibTeXDownload |
| 157 | Error Detection and Uncertainty Modeling for Imprecise Data. Dan He, Xingquan Zhu, Xindong Wu. ICTAI 2009, 792-795. Web SearchBibTeXDownload |
| 156 | Approximate Repeating Pattern Mining with Gap Requirements. Dan He, Xingquan Zhu, Xindong Wu. ICTAI 2009, 17-24. Web SearchBibTeXDownload |
| 155 | An Agent-Based Hybrid System for Microarray Data Analysis. Zili Zhang, Pengyi Yang, Xindong Wu, Chengqi Zhang. IEEE Intelligent Systems (24): 53-63 (2009). Web SearchBibTeXDownload |
| 154 | Clustering Web Services for Automatic Categorization. Qianhui Liang, Pei-Pei Li, Patrick C. K. Hung, Xindong Wu. IEEE SCC 2009, 380-387. Web SearchBibTeXDownload |
| 153 | EIC Editorial: Introducing the New Editor-in-Chief and Four New Associate Editors. Xindong Wu. IEEE Trans. Knowl. Data Eng. (21): 1-3 (2009). Web SearchBibTeXDownload |
| 152 | Geometric Mean for Subspace Selection. Dacheng Tao, Xuelong Li, Xindong Wu, Stephen J. Maybank. IEEE Trans. Pattern Anal. Mach. Intell. (31): 260-274 (2009). Cited by 27Web SearchBibTeXDownload |
| 151 | Optimizing Service Systems Based on Application-Level QoS. Qianhui Althea Liang, Xindong Wu, Hoong Chuin Lau. IEEE T. Services Computing (2): 108-121 (2009). Web SearchBibTeXDownload |
| 150 | Pattern Matching with Wildcards based on Key Character Location. Ying-Ling Liu, Xindong Wu, Xuegang Hua, Jun Gao, Gong-Qing Wu, Haiping Wang, Xiao-Li Hong. IRI 2009, 167-170. Web SearchBibTeXDownload |
| 149 | Ubiquitous Mining with Interactive Data Mining Agents. Xindong Wu, Xingquan Zhu, Qijun Chen, Fei-Yue Wang. J. Comput. Sci. Technol. (24): 1018-1027 (2009). Web SearchBibTeXDownload |
| 148 | Parameter Estimdation in Semi-Random Decision Tree Ensembling on Streaming Data. Pei-Pei Li, Qianhui Liang, Xindong Wu, Xuegang Hu. PAKDD 2009, 376-388. Web SearchBibTeXDownload |
| 147 | An Aggregate Ensemble for Mining Concept Drifting Data Streams with Noise. Peng Zhang, Xingquan Zhu, Yong Shi, Xindong Wu. PAKDD 2009, 1021-1029. Web SearchBibTeXDownload |
| 146 | Regional category parsing in undirected graphical models. Zhao Xie, Jun Gao, Xindong Wu. Pattern Recognition Letters (30): 1264-1272 (2009). Web SearchBibTeXDownload |
| 145 | A Comparative Study of Pattern Matching Algorithms on Sequences. Fan Min, Xindong Wu. RSFDGrC 2009, 510-517. Web SearchBibTeXDownload |
| 144 | BPBM: An Algorithm for String Matching with Wildcards and Length Constraints. Xiao-Li Hong, Xindong Wu, Xuegang Hu, Ying-Ling Liu, Jun Gao, Gong-Qing Wu. RSFDGrC 2009, 518-525. Web SearchBibTeXDownload |
| 2008 |
| 143 | Mining Concept-Drifting Data Streams with Multiple Semi-Random Decision Trees. Pei-Pei Li, Xuegang Hu, Xindong Wu. ADMA 2008, 733-740. Web SearchBibTeXDownload |
| 142 | Conceptual equivalence for contrast mining in classification learning. Ying Yang, Xindong Wu, Xingquan Zhu. Data Knowl. Eng. (67): 413-429 (2008). Web SearchBibTeXDownload |
| 141 | An Intrusion Detection Model Based on Mining Data Streams. DongJun Zong, GuoJun Mao, Xindong Wu. DMIN 2008, 398-403. Web SearchBibTeX |
| 140 | A New Descriptive Clustering Algorithm based on Nonnegative Matrix Factorization. Zhao Li, Hong Peng, Xindong Wu. GrC 2008, 407-412. Web SearchBibTeXDownload |
| 139 | Data Mining: Algorithms and Problems. Xindong Wu. HAIS 2008, 1. Web SearchBibTeXDownload |
| 138 | Cleansing Noisy Data Streams. Xingquan Zhu, Peng Zhang, Xindong Wu, Dan He, Chengqi Zhang, Yong Shi. ICDM 2008, 1139-1144. Web SearchBibTeXDownload |
| 137 | Multilayer Change-Point Detection on Stock Order Flows by Wavelet Transformation. Xiaoyan Liu, Xindong Wu, Huaiqing Wang, Yingfeng Wang. ICDM Workshops 2008, 635-642. Web SearchBibTeXDownload |
| 136 | Keyword Extraction Based on Lexical Chains and Word Co-occurrence for Chinese News Web Pages. Xinghua Li, Xindong Wu, Xuegang Hu, Fei Xie, Zhaozhong Jiang. ICDM Workshops 2008, 744-751. Web SearchBibTeXDownload |
| 135 | Gene expression analyses using Genetic Algorithm based hybrid approaches. Dingiun Chen, Keith Chan, Xindong Wu. IEEE Congress on Evolutionary Computation 2008, 963-969. Web SearchBibTeXDownload |
| 134 | Mining With Noise Knowledge: Error-Aware Data Mining. Xindong Wu, Xingquan Zhu. IEEE Transactions on Systems, Man, and Cybernetics, Part A (38): 917-932 (2008). Web SearchBibTeXDownload |
| 133 | Bayesian Tensor Approach for 3-D Face Modeling. Dacheng Tao, Mingli Song, Xuelong Li, Jialie Shen, Jimeng Sun, Xindong Wu, Christos Faloutsos, Stephen J. Maybank. IEEE Trans. Circuits Syst. Video Techn. (18): 1397-1410 (2008). Cited by 17Web SearchBibTeXDownload |
| 132 | Editorial: TKDE Editorial Board Changes. Xindong Wu. IEEE Trans. Knowl. Data Eng. (20): 865-867 (2008). Web SearchBibTeXDownload |
| 131 | TKDE 20(12) (December 2008) EIC Editorial: State of the Transactions. Xindong Wu. IEEE Trans. Knowl. Data Eng. (20): 1585-1586 (2008). Web SearchBibTeXDownload |
| 130 | Bayesian tensor analysis. Dacheng Tao, Jimeng Sun, Jialie Shen, Xindong Wu, Xuelong Li, Stephen J. Maybank, Christos Faloutsos. IJCNN 2008, 1402-1409. Cited by 5Web SearchBibTeXDownload |
| 129 | Automatic Recognition of News Web Pages. Zhu Zhu, Gong-Qing Wu, Xindong Wu, Xuegang Hu, Fei-Yue Wang. ISI Workshops 2008, 496-501. Web SearchBibTeXDownload |
| 128 | Keyphrase Extraction from Chinese News Web Pages Based on Semantic Relations. Fei Xie, Xindong Wu, Xuegang Hu, Fei-Yue Wang. ISI Workshops 2008, 490-495. Web SearchBibTeXDownload |
| 127 | Error-Tolerant Data Mining. Xindong Wu. JCKBSE 2008, 5-6. Web SearchBibTeXDownload |
| 126 | Top 10 algorithms in data mining. Xindong Wu, Vipin Kumar, J. Ross Quinlan, Joydeep Ghosh, Qiang Yang, Hiroshi Motoda, Geoffrey J. McLachlan, Angus F. M. Ng, Bing Liu, Philip S. Yu, Zhi-Hua Zhou, Michael Steinbach, David J. Hand, Dan Steinberg. Knowl. Inf. Syst. (14): 1-37 (2008). Cited by 78Web SearchBibTeXDownload |
| 125 | Computing the minimum-support for mining frequent patterns. Shichao Zhang, Xindong Wu, Chengqi Zhang, Jingli Lu. Knowl. Inf. Syst. (15): 233-257 (2008). Web SearchBibTeXDownload |
| 124 | Tensor Rank One Discriminant Analysis - A convergent method for discriminative multilinear subspace selection. Dacheng Tao, Xuelong Li, Xindong Wu, Stephen J. Maybank. Neurocomputing (71): 1866-1882 (2008). Web SearchBibTeXDownload |
| 123 | Data Mining. Karl Rihaczek, Yan Zhang, Xingquan Zhu. Wiley Encyclopedia of Computer Science and Engineering 2008. Web SearchBibTeXDownload |
| 2007 |
| 122 | Measuring the Uncertainty of Differences for Contrasting Groups. Jilian Zhang, Shichao Zhang, Xiaofeng Zhu, Xindong Wu, Chengqi Zhang. AAAI 2007, 1920-1921. Web SearchBibTeXDownload |
| 121 | Iterative Refinement of Repeat Sequence Specification Using Constrained Pattern Matching. Dan He, Abdullah N. Arslan, Yu He, Xindong Wu. BIBE 2007, 1199-1203. Web SearchBibTeXDownload |
| 120 | SAIL-APPROX: An Efficient On-Line Algorithm for Approximate Pattern Matching with Wildcards and Length Constraints. Dan He, Xindong Wu, Xingquan Zhu. BIBM 2007, 151-158. Web SearchBibTeXDownload |
| 119 | Mining with Noise Knowledge: Error Aware Data Mining. Xindong Wu. CIS 2007. Web SearchBibTeXDownload |
| 118 | Mining Frequent Itemsets Using a Pruned Concept Lattice. Xuegang Hu, Wei Liu, Dexing Wang, Xindong Wu. FSKD (3) 2007, 606-610. Web SearchBibTeXDownload |
| 117 | Discovering Relational Patterns across Multiple Databases. Xingquan Zhu, Xindong Wu. ICDE 2007, 726-735. Web SearchBibTeXDownload |
| 116 | Noise Modeling with Associative Corruption Rules. Yan Zhang, Xindong Wu. ICDM 2007, 733-738. Web SearchBibTeXDownload |
| 115 | General Averaged Divergence Analysis. Dacheng Tao, Xuelong Li, Xindong Wu, Stephen J. Maybank. ICDM 2007, 302-311. Cited by 12Web SearchBibTeXDownload |
| 114 | Probabilistic Tensor Analysis with Akaike and Bayesian Information Criteria. Dacheng Tao, Jimeng Sun, Xindong Wu, Xuelong Li, Jialie Shen, Stephen J. Maybank, Christos Faloutsos. ICONIP (1) 2007, 791-801. Cited by 4Web SearchBibTeXDownload |
| 113 | TKDE Guidelines for Survey Papers. Christopher W. Clifton, Xindong Wu, Christos Faloutsos. IEEE Trans. Knowl. Data Eng. (19): 1449 (2007). Web SearchBibTeXDownload |
| 112 | EIC Editorial: 2007 TKDE Editorial Board Changes. Xindong Wu. IEEE Trans. Knowl. Data Eng. (19): 1305-1307 (2007). Web SearchBibTeXDownload |
| 111 | General Tensor Discriminant Analysis and Gabor Features for Gait Recognition. Dacheng Tao, Xuelong Li, Xindong Wu, Stephen J. Maybank. IEEE Trans. Pattern Anal. Mach. Intell. (29): 1700-1715 (2007). Cited by 159Web SearchBibTeXDownload |
| 110 | An Empirical Study of the Noise Impact on Cost-Sensitive Learning. Xingquan Zhu, Xindong Wu, Taghi M. Khoshgoftaar, Yong Shi. IJCAI 2007, 1168-1174. Cited by 5Web SearchBibTeXDownload |
| 109 | Mining Complex Patterns across Sequences with Gap Requirements. Xingquan Zhu, Xindong Wu. IJCAI 2007, 2934-2941. Web SearchBibTeXDownload |
| 108 | Mining Frequent Patterns with Wildcards from Biological Sequences. Yu He, Xindong Wu, Xingquan Zhu, Abdullah N. Arslan. IRI 2007, 329-334. Web SearchBibTeXDownload |
| 107 | Real-Time Texture Synthesis Using s-Tile Set. Feng Xue, You-Sheng Zhang, Ju-Lang Jiang, Min Hu, Xin-Dong Wu, Rong-Gui Wang. J. Comput. Sci. Technol. (22): 590-596 (2007). Web SearchBibTeXDownload |
| 106 | A Semi-Random Multiple Decision-Tree Algorithm for Mining Data Streams. Xuegang Hu, Pei-Pei Li, Xindong Wu, Gong-Qing Wu. J. Comput. Sci. Technol. (22): 711-724 (2007). Cited by 7Web SearchBibTeXDownload |
| 105 | Mining maximal frequent itemsets from data streams. Guojun Mao, Xindong Wu, Xingquan Zhu, Gong Chen, Chunnian Liu. J. Information Science (33): 251-262 (2007). Cited by 14Web SearchBibTeXDownload |
| 104 | Supervised tensor learning. Dacheng Tao, Xuelong Li, Xindong Wu, Weiming Hu, Stephen J. Maybank. Knowl. Inf. Syst. (13): 1-42 (2007). Cited by 88Web SearchBibTeXDownload |
| 103 | Varying Density Spatial Clustering Based on a Hierarchical Tree. Xuegang Hu, Dongbo Wang, Xindong Wu. MLDM 2007, 188-202. Web SearchBibTeXDownload |
| 102 | Mining Sequential Patterns across Time Sequences. Gong Chen, Xindong Wu, Xingquan Zhu. New Generation Comput. (26): 75-96 (2007). Cited by 9Web SearchBibTeXDownload |
| 101 | A Parallel Algorithm for Learning Bayesian Networks. Kui Yu, Hao Wang, Xindong Wu. PAKDD 2007, 1055-1063. Web SearchBibTeXDownload |
| 100 | Class Noise vs Attribute Noise: Their Impacts, Detection and Cleansing. Xindong Wu. PAKDD 2007, 7-8. Web SearchBibTeXDownload |
| 99 | Generic object recognition with regional statistical models and layer joint boosting. Jun Gao, Zhao Xie, Xindong Wu. Pattern Recognition Letters (28): 2227-2237 (2007). Web SearchBibTeXDownload |
| 98 | A New Algorithm for Attribute Reduction in Decision Tables. Xuegang Hu, Junhua Shi, Xindong Wu. RSFDGrC 2007, 37-46. Web SearchBibTeXDownload |
| 2006 |
| 97 | Human Carrying Status in Visual Surveillance. Dacheng Tao, Xuelong Li, Stephen J. Maybank, Xindong Wu. CVPR (2) 2006, 1670-1677. Cited by 49Web SearchBibTeXDownload |
| 96 | Bridging Local and Global Data Cleansing: Identifying Class Noise in Large, Distributed Data Datasets. Xingquan Zhu, Xindong Wu, Qijun Chen. Data Min. Knowl. Discov. (12): 275-308 (2006). Cited by 10Web SearchBibTeXDownload |
| 95 | Mining in Anticipation for Concept Change: Proactive-Reactive Prediction in Data Streams. Ying Yang, Xindong Wu, Xingquan Zhu. Data Min. Knowl. Discov. (13): 261-289 (2006). Cited by 14Web SearchBibTeXDownload |
| 94 | A logical framework for identifying quality knowledge from different data sources. Kaile Su, Huijing Huang, Xindong Wu, Shichao Zhang. Decision Support Systems (42): 1673-1683 (2006). Web SearchBibTeXDownload |
| 93 | User-Centered Agents for Structured Information Location on the Web. Xindong Wu. EDOC 2006. Web SearchBibTeXDownload |
| 92 | SVM-OD: SVM Method to Detect Outliers. Jiaqi Wang, Chengqi Zhang, Xindong Wu, Hongwei Qi, Jue Wang. Foundations and Novel Approaches in Data Mining 2006, 129-141. Web SearchBibTeXDownload |
| 91 | Error awareness data mining. Xingquan Zhu, Xindong Wu. GrC 2006, 269-274. Web SearchBibTeXDownload |
| 90 | Corrective Classification: Classifier Ensembling with Corrective and Diverse Base Learners. Yan Zhang, Xingquan Zhu, Xindong Wu. ICDM 2006, 1199-1204. Web SearchBibTeXDownload |
| 89 | Scalable Representative Instance Selection and Ranking. Xingquan Zhu, Xindong Wu. ICPR (3) 2006, 352-355. Cited by 6Web SearchBibTeXDownload |
| 88 | Class Noise Handling for Effective Cost-Sensitive Learning by Cost-Guided Iterative Classification Filtering. Xingquan Zhu, Xindong Wu. IEEE Trans. Knowl. Data Eng. (18): 1435-1440 (2006). Web SearchBibTeXDownload |
| 87 | EIC Editorial: TKDE Editorial Board Changes. Xindong Wu. IEEE Trans. Knowl. Data Eng. (18): 1153-1155 (2006). Web SearchBibTeXDownload |
| 86 | EIC Editorial: State of the Transactions. Nitin H. Vaidya. IEEE Trans. Knowl. Data Eng. (18): 1-5 (2006). Web SearchBibTeXDownload |
| 85 | Asymmetric Bagging and Random Subspace for Support Vector Machines-Based Relevance Feedback in Image Retrieval. Dacheng Tao, Xiaoou Tang, Xuelong Li, Xindong Wu. IEEE Trans. Pattern Anal. Mach. Intell. (28): 1088-1099 (2006). Cited by 126Web SearchBibTeXDownload |
| 84 | 10 Challenging Problems in Data Mining Research. Qiang Yang, Xindong Wu. International Journal of Information Technology and Decision Making (5): 597-604 (2006). Web SearchBibTeXDownload |
| 83 | Ontology-based feature weighting for biomedical literature classification. Dan He, Xindong Wu. IRI 2006, 280-285. Web SearchBibTeXDownload |
| 82 | Triangulation of Bayesian Networks Using an Adaptive Genetic Algorithm. Hao Wang, Kui Yu, Xindong Wu, Hongliang Yao. ISMIS 2006, 127-136. Web SearchBibTeXDownload |
| 81 | Identifying bridging rules between conceptual clusters. Shichao Zhang, Feng Chen, Xindong Wu, Chengqi Zhang. KDD 2006, 815-820. Web SearchBibTeXDownload |
| 80 | Effective classification of noisy data streams with attribute-oriented dynamic classifier selection. Xingquan Zhu, Xindong Wu, Ying Yang. Knowl. Inf. Syst. (9): 339-363 (2006). Cited by 7Web SearchBibTeXDownload |
| 79 | Efficient string matching with wildcards and length constraints. Gong Chen, Xindong Wu, Xingquan Zhu, Abdullah N. Arslan, Yu He. Knowl. Inf. Syst. (10): 399-419 (2006). Web SearchBibTeXDownload |
| 2005 |
| 78 | A Decremental Algorithm for Maintaining Frequent Itemsets in Dynamic Databases. Shichao Zhang, Xindong Wu, Jilian Zhang, Chengqi Zhang. DaWaK 2005, 305-314. Cited by 5Web SearchBibTeXDownload |
| 77 | Sequential Pattern Mining in Multiple Streams. Gong Chen, Xindong Wu, Xingquan Zhu. ICDM 2005, 585-588. Cited by 24Web SearchBibTeXDownload |
| 76 | Supervised Tensor Learning. Dacheng Tao, Xuelong Li, Weiming Hu, Stephen J. Maybank, Xindong Wu. ICDM 2005, 450-457. Web SearchBibTeXDownload |
| 75 | ACE: An Aggressive Classifier Ensemble with Error Detection, Correction, and Cleansing. Yan Zhang, Xingquan Zhu, Xindong Wu, Jeffrey P. Bond. ICTAI 2005, 310-317. Cited by 6Web SearchBibTeXDownload |
| 74 | Editorial: TKDE Topic Area Revisions. Xindong Wu, Christos Faloutsos. IEEE Trans. Knowl. Data Eng. (17): 731-733 (2005). Web SearchBibTeXDownload |
| 73 | Video Data Mining: Semantic Indexing and Event Detection from the Association Perspective - Appendices. Xingquan Zhu, Xindong Wu, Ahmed K. Elmagarmid, Zhe Feng, Lide Wu. IEEE Trans. Knowl. Data Eng. (17) (2005). Web SearchBibTeXDownload |
| 72 | EIC Editorial: TKDE Editorial Board Changes. Xindong Wu. IEEE Trans. Knowl. Data Eng. (17): 443-446 (2005). Web SearchBibTeXDownload |
| 71 | Video Data Mining: Semantic Indexing and Event Detection from the Association Perspective. Xingquan Zhu, Xindong Wu, Ahmed K. Elmagarmid, Zhe Feng, Lide Wu. IEEE Trans. Knowl. Data Eng. (17): 665-677 (2005). Cited by 57Web SearchBibTeXDownload |
| 70 | Cost-Constrained Data Acquisition for Intelligent Data Preparation. Xingquan Zhu, Xindong Wu. IEEE Trans. Knowl. Data Eng. (17): 1542-1556 (2005). Cited by 11Web SearchBibTeXDownload |
| 69 | Support vector machines based on K-means clustering for real-time business intelligence systems. Jiaqi Wang, Xindong Wu, Chengqi Zhang. IJBIDM (1): 54-64 (2005). Cited by 25Web SearchBibTeXDownload |
| 68 | Database classification for multi-database mining. Xindong Wu, Chengqi Zhang, Shichao Zhang. Inf. Syst. (30): 71-88 (2005). Cited by 26Web SearchBibTeXDownload |
| 67 | Scalable Inductive Learning on Partitioned Data. Qijun Chen, Xindong Wu, Xingquan Zhu. ISMIS 2005, 391-403. Web SearchBibTeXDownload |
| 66 | Combining proactive and reactive predictions for data streams. Ying Yang, Xindong Wu, Xingquan Zhu. KDD 2005, 710-715. Cited by 38Web SearchBibTeXDownload |
| 65 | Mining Frequent Patterns with the Pattern Tree. Hao Huang, Xindong Wu, Richard Relue. New Generation Comput. (23): 315-337 (2005). Web SearchBibTeXDownload |
| 64 | Rearranging data objects for efficient and stable clustering. Gyesung Lee, Xindong Wu, Jinho Chon. SAC 2005, 519-523. Web SearchBibTeXDownload |
| 63 | Discretization Methods. Ying Yang, Geoffrey I. Webb, Xindong Wu. The Data Mining and Knowledge Discovery Handbook 2005, 113-130. Web SearchBibTeX |
| 2004 |
| 62 | Error Detection and Impact-Sensitive Instance Ranking in Noisy Datasets. Xingquan Zhu, Xindong Wu, Ying Yang. AAAI 2004, 378-384. Cited by 19Web SearchBibTeXDownload |
| 61 | Efficient mining of both positive and negative association rules. Xindong Wu, Chengqi Zhang, Shichao Zhang. ACM Trans. Inf. Syst. (22): 381-405 (2004). Cited by 178Web SearchBibTeXDownload |
| 60 | Class Noise vs. Attribute Noise: A Quantitative Study. Xingquan Zhu, Xindong Wu. Artif. Intell. Rev. (22): 177-210 (2004). Cited by 55Web SearchBibTeXDownload |
| 59 | An Intelligent Digital Library System for Biologists. Jeffrey Stone, Xindong Wu, Marc Greenblatt. CSB 2004, 491-492. Web SearchBibTeXDownload |
| 58 | Dynamic Classifier Selection for Effective Mining from Noisy Data Streams. Xingquan Zhu, Xindong Wu, Ying Yang. ICDM 2004, 305-312. Cited by 14Web SearchBibTeXDownload |
| 57 | Cost-Guided Class Noise Handling for Effective Cost-Sensitive Learning. Xingquan Zhu, Xindong Wu. ICDM 2004, 297-304. Cited by 10Web SearchBibTeXDownload |
| 56 | Data Acquisition with Active and Impact-Sensitive Instance Selection. Xingquan Zhu, Xindong Wu. ICTAI 2004, 721-726. Cited by 7Web SearchBibTeXDownload |
| 55 | Knowledge Discovery in Multiple Databases. Xindong Wu. ICTAI 2004, 2. Cited by 21Web SearchBibTeXDownload |
| 54 | OIDM: Online Interactive Data Mining. Qijun Chen, Xindong Wu, Xingquan Zhu. IEA/AIE 2004, 66-76. Web SearchBibTeXDownload |
| 53 | Data Mining: An AI Perspective. Xindong Wu. IEEE Intelligent Informatics Bulletin (4): 23-26 (2004). Web SearchBibTeXDownload |
| 52 | Guest Editors' Introduction: Mining Actionable Knowledge on the Web. Qiang Yang, Craig A. Knoblock, Xindong Wu. IEEE Intelligent Systems (19): 30-31 (2004). Cited by 2Web SearchBibTeXDownload |
| 51 | Parameter Tuning for Induction-Algorithm-Oriented Feature Elimination. Ying Yang, Xindong Wu. IEEE Intelligent Systems (19): 40-49 (2004). Web SearchBibTeXDownload |
| 50 | Editorial: Introducing the New Editor-in-Chief. Xindong Wu. Knowl. Inf. Syst. (6): 643-644 (2004). Web SearchBibTeXDownload |
| 49 | Exploring video content structure for hierarchical summarization. Xingquan Zhu, Xindong Wu, Jianping Fan, Ahmed K. Elmagarmid, Walid G. Aref. Multimedia Syst. (10): 98-115 (2004). Cited by 24Web SearchBibTeXDownload |
| 48 | Dealing with Predictive-but-Unpredictable Attributes in Noisy Data Sources. Ying Yang, Xindong Wu, Xingquan Zhu. PKDD 2004, 471-483. Cited by 16Web SearchBibTeXDownload |
| 47 | Data Mining: Artificial Intelligence in Data Analysis. Xindong Wu. Web Intelligence 2004, 7. Cited by 7Web SearchBibTeXDownload |
| 2003 |
| 46 | Sequential association mining for video summarization. Xingquan Zhu, Xindong Wu. ICME 2003, 333-336. Web SearchBibTeXDownload |
| 45 | Eliminating Class Noise in Large Datasets. Xingquan Zhu, Xindong Wu, Qijun Chen. ICML 2003, 920-927. Cited by 61Web SearchBibTeXDownload |
| 44 | Multi-Database Mining. Shichao Zhang, Xindong Wu, Chengqi Zhang. IEEE Computational Intelligence Bulletin (2): 5-13 (2003). Cited by 43Web SearchBibTeXDownload |
| 43 | Synthesizing High-Frequency Rules from Different Data Sources. Xindong Wu, Shichao Zhang. IEEE Trans. Knowl. Data Eng. (15): 353-367 (2003). Cited by 55Web SearchBibTeXDownload |
| 42 | Mining Video Associations for Efficient Database Management. Xingquan Zhu, Xindong Wu. IJCAI 2003, 1422. Cited by 13Web SearchBibTeX |
| 41 | Data Mining: How Research Meets Practical Development?. Xindong Wu, Philip S. Yu, Gregory Piatetsky-Shapiro. Knowl. Inf. Syst. (5): 248-261 (2003). Cited by 20Web SearchBibTeXDownload |
| 40 | Online First publication. Antonio di Nola, N. Stokes. Knowl. Inf. Syst. (5): 1 (2003). Web SearchBibTeXDownload |
| 39 | Hierarchical video content description and summarization using unified semantic and visual similarity. Xingquan Zhu, Jianping Fan, Ahmed K. Elmagarmid, Xindong Wu. Multimedia Syst. (9): 31-53 (2003). Cited by 47Web SearchBibTeXDownload |
| 2002 |
| 38 | Association Analysis with One Scan of Databases. Hao Huang, Xindong Wu, Richard Relue. ICDM 2002, 629-632. Cited by 42Web SearchBibTeXDownload |
| 37 | Mining Both Positive and Negative Association Rules. Xindong Wu, Chengqi Zhang, Shichao Zhang. ICML 2002, 658-665. Web SearchBibTeX |
| 36 | Dynamic Refinement of Classification Rules. Kalyani K. Manchi, Xindong Wu. ICTAI 2002, 189. Web SearchBibTeXDownload |
| 35 | Message from the TCCI Chair. Xindong Wu. IEEE Computational Intelligence Bulletin (1): 1-2 (2002). Web SearchBibTeXDownload |
| 34 | Using Knowledge Anchors to Reduce Cognitive Overheads. Stephen Ransom, Xindong Wu. IEEE Computer (35): 111-112 (2002). Web SearchBibTeXDownload |
| 33 | Knowledge discovery in very large databases. Xindong Wu. SEKE 2002, 15. Web SearchBibTeXDownload |
| 2001 |
| 32 | Large Scale Data Mining Based on Data Partitioning. Shichao Zhang, Xindong Wu. Applied Artificial Intelligence (15): 129-139 (2001). Cited by 8Web SearchBibTeXDownload |
| 31 | Efficient Runtime Generation of Association Rules. Richard Relue, Xindong Wu, Hao Huang. CIKM 2001, 466-473. Cited by 12Web SearchBibTeXDownload |
| 30 | User-Centered Agents for Structured Information Location. Xindong Wu, Daniel Ngu, Sameer Pradhan. E-Commerce Agents 2001, 323-331. Web SearchBibTeXDownload |
| 2000 |
| 29 | Building Intelligent Learning Database Systems. Xindong Wu. AI Magazine (21): 61-68 (2000). Cited by 9Web SearchBibTeXDownload |
| 28 | Knowledge object modeling. Xindong Wu, Kevin Cai. IEEE Transactions on Systems, Man, and Cybernetics, Part A (30): 96-107 (2000). Cited by 226Web SearchBibTeXDownload |
| 1999 |
| 27 | Fuzzy interpretation of discretized intervals. Xindong Wu. IEEE T. Fuzzy Systems (7): 753-759 (1999). Web SearchBibTeXDownload |
| 26 | Induction By Attribute Elimination. Xindong Wu, David Urpani. IEEE Trans. Knowl. Data Eng. (11): 805-812 (1999). Cited by 30Web SearchBibTeXDownload |
| 25 | Induction as Pre-processing. Xindong Wu. PAKDD 1999, 114-122. Web SearchBibTeXDownload |
| 1998 |
| 24 | Object-Oriented Modeling of Multimedia Documents. Thuy-Linh Nguyen, Xindong Wu, Sayed Sajeev. Computer Networks (30): 578-582 (1998). Cited by 6Web SearchBibTeXDownload |
| 23 | Wide Area Selection as a Hyperdocument Search Interface. Jason Lowder, Xindong Wu. Computer Networks (30): 658-659 (1998). Web SearchBibTeXDownload |
| 22 | Learning Design Knowledge as Generalization. Heng Li, Xindong Wu. Cybernetics and Systems (29): 181-207 (1998). Web SearchBibTeXDownload |
| 21 | RIEVL: Recursive Induction Learning in Hand Gesture Recognition. Meide Zhao, Francis K. H. Quek, Xindong Wu. IEEE Trans. Pattern Anal. Mach. Intell. (20): 1174-1185 (1998). Cited by 18Web SearchBibTeXDownload |
| 20 | LFA+: A Fast Chaining Algorithm for Rule-Based Systems. Xindong Wu, Guang Fang, Matjaz Gams. Informatica (Slovenia) (22) (1998). Web SearchBibTeX |
| 19 | Rule Induction with Extension Matrices. Xindong Wu. JASIS (49): 435-454 (1998). Cited by 18Web SearchBibTeXDownload |
| 18 | Multi-layer Incremental Induction. Xindong Wu, William H. W. Lo. PRICAI 1998, 24-32. Cited by 21Web SearchBibTeXDownload |
| 17 | Interest Discovery for Incremental Web Exploration. Daniel Siaw Weng Ngu, Xindong Wu. WebNet 1998. Web SearchBibTeX |
| 1997 |
| 16 | SiteHelper: A Localized Agent That Helps Incremental Exploration of the World Wide Web. Daniel Siaw Weng Ngu, Xindong Wu. Computer Networks (29): 1249-1255 (1997). Cited by 74Web SearchBibTeXDownload |
| 15 | Hybrid Interpretation of `No Match' and `Multiple Match' in Induction. Xindong Wu. Comput. J. (40): 50-57 (1997). Web SearchBibTeXDownload |
| 14 | Schedular++: Scheduling with Knowledge Objects. Kevin Cai, Xindong Wu, Heinz W. Schmidt. ICTAI 1997, 480-483. Web SearchBibTeXDownload |
| 13 | A Study of Causal Discovery With Weak Links and Small Samples. Honghua Dai, Kevin B. Korb, Chris S. Wallace, Xindong Wu. IJCAI 1997, 1304-1309. Cited by 28Web SearchBibTeX |
| 12 | Disorientation and Cognitive Overhead in Hypertext Systems. Stephen Ransom, Xindong Wu, Heinz W. Schmidt. International Journal on Artificial Intelligence Tools (6): 227-253 (1997). Cited by 6Web SearchBibTeXDownload |
| 1996 |
| 11 | A Bayesian Discretizer for Real-Valued Attributes. Xindong Wu. Comput. J. (39): 688-691 (1996). Cited by 22Web SearchBibTeXDownload |
| 10 | Rule Induction Without Decision Tree Construction. Xindong Wu, David Urpani, James A. Sykes. ECAI 1996, 463-470. Web SearchBibTeX |
| 9 | RITIO - Rule Induction Two In One. David Urpani, Xindong Wu, Jim Sykes. KDD 1996, 339-342. Web SearchBibTeXDownload |
| 1995 |
| 8 | SIKT: A Structured Interactive Knowledge Transfer Program. Xindong Wu. IEA/AIE 1995, 787-795. Web SearchBibTeXDownload |
| 7 | Knowledge Objects. Xindong Wu, Sita Ramakrishnan, Heinz W. Schmidt. Informatica (Slovenia) (19) (1995). Cited by 7Web SearchBibTeX |
| 6 | Fuzzy Interpretation of Induction Results. Xindong Wu, Petter Måhlén. KDD 1995, 325-330. Cited by 11Web SearchBibTeXDownload |
| 1994 |
| 5 | Lecture Notes in Machine Learning. Xindong Wu. Informatica (Slovenia) (18) (1994). Web SearchBibTeX |
| 1993 |
| 4 | The HCV Induction Algorithm. Xindong Wu. ACM Conference on Computer Science 1993, 168-175. Cited by 25Web SearchBibTeXDownload |
| 3 | Inductive learning: Algorithms and frontiers. Xindong Wu. Artif. Intell. Rev. (7): 93-108 (1993). Cited by 25Web SearchBibTeXDownload |
| 2 | A Prolog-Based Presentation for Integrating Knowledge and Data. Xindong Wu. Informatica (Slovenia) (17) (1993). Web SearchBibTeX |
| 1 | Inductive learning. Xindong Wu. J. Comput. Sci. Technol. (8): 118-132 (1993). Web SearchBibTeXDownload |