Xingquan Zhu Coauthor index pubzone.org

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j46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xindong Wu, Xingquan Zhu, Yu He, Abdullah N. Arslan: PMBC: Pattern mining from biological sequences with wildcard constraints. Comp. in Bio. and Med. 43(5): 481-492 (2013)
j45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Yifan Fu, Xingquan Zhu, Bin Li: A survey on instance selection for active learning. Knowl. Inf. Syst. 35(2): 249-283 (2013)
j44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xindong Wu, Kui Yu, Wei Ding, Hao Wang, Xingquan Zhu: Online Feature Selection with Streaming Features. IEEE Trans. Pattern Anal. Mach. Intell. 35(5): 1178-1192 (2013)
c90Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Lianhua Chi, Bin Li, Xingquan Zhu: Fast Graph Stream Classification Using Discriminative Clique Hashing. PAKDD (1) 2013: 225-236
2012
j43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Zhenfeng Zhu, Xingquan Zhu, Yue-Fei Guo, Yangdong Ye, Xiangyang Xue: Inverse matrix-free incremental proximal support vector machine. Decision Support Systems 53(3): 395-405 (2012)
j42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu: Special issue on data mining applications and case study. Neurocomputing 92: 1-2 (2012)
c89Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Meng Fang, Xingquan Zhu, Chengqi Zhang: Active Learning from Oracle with Knowledge Blind Spot. AAAI 2012
c88Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Guodong Long, Ling Chen, Xingquan Zhu, Chengqi Zhang: TCSST: transfer classification of short & sparse text using external data. CIKM 2012: 764-772
c87Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Shirui Pan, Xingquan Zhu: CGStream: continuous correlated graph query for data streams. CIKM 2012: 1183-1192
c86Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Zhenfeng Zhu, Xingquan Zhu, Yangdong Ye, Yue-Fei Guo, Xiangyang Xue: Parallel proximal support vector machine for high-dimensional pattern classification. CIKM 2012: 2351-2354
c85Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Shirui Pan, Xingquan Zhu: Continuous top-k query for graph streams. CIKM 2012: 2659-2662
c84Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Bin Li, Xingquan Zhu, Lianhua Chi, Chengqi Zhang: Nested Subtree Hash Kernels for Large-Scale Graph Classification over Streams. ICDM 2012: 399-408
c83Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Meng Fang, Xingquan Zhu, Bin Li, Wei Ding, Xindong Wu: Self-Taught Active Learning from Crowds. ICDM 2012: 858-863
c82Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Meng Fang, Xingquan Zhu: I don't know the label: Active learning with blind knowledge. ICPR 2012: 2238-2241
c81Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Shirui Pan, Xingquan Zhu, Meng Fang: Top-k correlated subgraph query for data streams. ICPR 2012: 2906-2909
2011
j41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Dan He, Xingquan Zhu, Xindong Wu: Mining Approximate Repeating Patterns from Sequence Data with Gap Constraints. Computational Intelligence 27(3): 336-362 (2011)
j40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Peng Zhang, Xingquan Zhu, Yong Shi, Li Guo, Xindong Wu: Robust ensemble learning for mining noisy data streams. Decision Support Systems 50(2): 469-479 (2011)
j39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Bin Li, Xindong Wu, Dan He, Chengqi Zhang: CLAP: Collaborative pattern mining for distributed information systems. Decision Support Systems 52(1): 40-51 (2011)
j38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Yan Zhang, Xingquan Zhu, Xindong Wu, Jeffrey P. Bond: Corrective classification: Learning from data imperfections with aggressive and diverse classifier ensembling. Inf. Syst. 36(8): 1135-1157 (2011)
j37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
DongHong Sun, Li Liu, Peng Zhang, Xingquan Zhu, Yong Shi: Decision Rule Extraction for Regularized Multiple Criteria Linear Programming Model. IJDWM 7(3): 88-101 (2011)
j36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Wei Ding, Philip S. Yu, Chengqi Zhang: One-class learning and concept summarization for data streams. Knowl. Inf. Syst. 28(3): 523-553 (2011)
j35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu: Cross-Domain Semi-Supervised Learning Using Feature Formulation. IEEE Transactions on Systems, Man, and Cybernetics, Part B 41(6): 1627-1638 (2011)
c80Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Yifan Fu, Xingquan Zhu: Optimal Subset Selection for Active Learning. AAAI 2011
c79Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Ting Guo, Zhanshan Li, Ruizhi Guo, Xingquan Zhu: Large Scale Diagnosis Using Associations between System Outputs and Components. AAAI 2011
c78Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Ruijiang Li, Bin Li, Cheng Jin, Xiangyang Xue, Xingquan Zhu: Tracking User-Preference Varying Speed in Collaborative Filtering. AAAI 2011
c77Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Guohua Liang, Xingquan Zhu, Chengqi Zhang: An Empirical Study of Bagging Predictors for Different Learning Algorithms. AAAI 2011
c76Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Guohua Liang, Xingquan Zhu, Chengqi Zhang: An Empirical Study of Bagging Predictors for Imbalanced Data with Different Levels of Class Distribution. Australasian Conference on Artificial Intelligence 2011: 213-222
c75Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Yifan Fu, Bin Li, Xingquan Zhu, Chengqi Zhang: Do they belong to the same class: active learning by querying pairwise label homogeneity. CIKM 2011: 2161-2164
c74Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Zhenfeng Zhu, Xingquan Zhu, Yangdong Ye, Yue-Fei Guo, Xiangyang Xue: Transfer active learning. CIKM 2011: 2169-2172
c73Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Peng Zhang, Byron J. Gao, Xingquan Zhu, Li Guo: Enabling Fast Lazy Learning for Data Streams. ICDM 2011: 932-941
c72Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Dan He, Xingquan Zhu, D. Stott Parker: How Does Research Evolve? Pattern Mining for Research Meme Cycles. ICDM 2011: 1068-1073
c71Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Bin Li, Xingquan Zhu, Ruijiang Li, Chengqi Zhang, Xiangyang Xue, Xindong Wu: Cross-Domain Collaborative Filtering over Time. IJCAI 2011: 2293-2298
c70Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Peng Zhang, Jun Li, Peng Wang, Byron J. Gao, Xingquan Zhu, Li Guo: Enabling fast prediction for ensemble models on data streams. KDD 2011: 177-185
c69Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Hui Wu, Guangzhi Qu, Xingquan Zhu: Self-adjust Local Connectivity Analysis for Spectral Clustering. PAKDD (1) 2011: 209-224
2010
j34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Zhenfeng Zhu, Yue-Fei Guo, Xingquan Zhu, Xiangyang Xue: Normalized dimensionality reduction using nonnegative matrix factorization. Neurocomputing 73(10-12): 1783-1793 (2010)
j33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Abu H. M. Kamal, Xingquan Zhu, Abhijit S. Pandya, Sam Hsu, Ramaswamy Narayanan: Feature Selection for Datasets with Imbalanced Class Distributions. International Journal of Software Engineering and Knowledge Engineering 20(2): 113-137 (2010)
j32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Peng Zhang, Xiaodong Lin, Yong Shi: Active Learning From Stream Data Using Optimal Weight Classifier Ensemble. IEEE Transactions on Systems, Man, and Cybernetics, Part B 40(6): 1607-1621 (2010)
j31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Peng Zhang, Xingquan Zhu, Zhiwang Zhang, Yong Shi: Multiple criteria programming models for VIP E-Mail behavior analysis. Web Intelligence and Agent Systems 8(1): 69-78 (2010)
c68Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Zhenfeng Zhu, Xingquan Zhu, Yue-Fei Guo, Xiangyang Xue: Transfer incremental learning for pattern classification. CIKM 2010: 1709-1712
c67Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Peng Zhang, Xingquan Zhu, Jianlong Tan, Li Guo: SKIF: a data imputation framework for concept drifting data streams. CIKM 2010: 1869-1872
c66Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Peng Zhang, Xingquan Zhu, Jianlong Tan, Li Guo: Classifier and Cluster Ensembles for Mining Concept Drifting Data Streams. ICDM 2010: 1175-1180
c65Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Zhenyu Lu, Xindong Wu, Xingquan Zhu, Josh Bongard: Ensemble pruning via individual contribution ordering. KDD 2010: 871-880
c64Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Dan He, Xindong Wu, Xingquan Zhu: Rule Synthesizing from Multiple Related Databases. PAKDD (2) 2010: 201-213
e1no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Sorin Draghici, Taghi M. Khoshgoftaar, Vasile Palade, Witold Pedrycz, M. Arif Wani, Xingquan Zhu (Eds.): The Ninth International Conference on Machine Learning and Applications, ICMLA 2010, Washington, DC, USA, 12-14 December 2010. IEEE Computer Society 2010, isbn 978-0-7695-4300-0
2009
j30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xindong Wu, Xingquan Zhu, Qijun Chen, Fei-Yue Wang: Ubiquitous Mining with Interactive Data Mining Agents. J. Comput. Sci. Technol. 24(6): 1018-1027 (2009)
j29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xuxian Jiang, Xingquan Zhu: vEye: behavioral footprinting for self-propagating worm detection and profiling. Knowl. Inf. Syst. 18(2): 231-262 (2009)
c63Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Abu H. M. Kamal, Xingquan Zhu, Abhijit S. Pandya, Sam Hsu, Muhammad Shoaib: The Impact of Gene Selection on Imbalanced Microarray Expression Data. BICoB 2009: 259-269
c62Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Michael Slavik, Xingquan Zhu, Imad Mahgoub, Muhammad Shoaib: Parallel Selection of Informative Genes for Classification. BICoB 2009: 388-399
c61Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Peng Zhang, Xingquan Zhu, Yong Shi: Bias-Variance Analysis for Ensembling Regularized Multiple Criteria Linear Programming Models. ICCS (2) 2009: 524-533
c60Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Peng Zhang, Xingquan Zhu, Li Guo: Mining Data Streams with Labeled and Unlabeled Training Examples. ICDM 2009: 627-636
c59Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Xindong Wu, Chengqi Zhang: Vague One-Class Learning for Data Streams. ICDM 2009: 657-666
c58Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Dan He, Xingquan Zhu, Xindong Wu: Approximate Repeating Pattern Mining with Gap Requirements. ICTAI 2009: 17-24
c57Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Dan He, Xingquan Zhu, Xindong Wu: Error Detection and Uncertainty Modeling for Imprecise Data. ICTAI 2009: 792-795
c56Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Ruoming Jin: Multiple Information Sources Cooperative Learning. IJCAI 2009: 1369-1376
c55Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Abu H. M. Kamal, Xingquan Zhu, Ramaswamy Narayanan: Gene Selection for Microarray Expression Data with Imbalanced Sample Distributions. IJCBS 2009: 3-9
c54Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Abu H. M. Kamal, Xingquan Zhu, Abhijit S. Pandya, Sam Hsu: Feature Selection with biased Sample Distributions. IRI 2009: 23-28
c53Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Peng Zhang, Xingquan Zhu, Yong Shi, Xindong Wu: An Aggregate Ensemble for Mining Concept Drifting Data Streams with Noise. PAKDD 2009: 1021-1029
r1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu: Quantitative Association Rules. Encyclopedia of Database Systems 2009: 2240-2244
2008
j28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Ying Yang, Xindong Wu, Xingquan Zhu: Conceptual equivalence for contrast mining in classification learning. Data Knowl. Eng. 67(3): 413-429 (2008)
j27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Chengqi Zhang, David L. Olson: Editorial. Int. J. Software and Informatics 2(2): 89-93 (2008)
j26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Ying Yang: A lazy bagging approach to classification. Pattern Recognition 41(10): 2980-2992 (2008)
j25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Ruoming Jin, Yuri Breitbart, Gagan Agrawal: MMIS07, 08: mining multiple information sources workshop report. SIGKDD Explorations 10(2): 61-65 (2008)
j24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xindong Wu, Xingquan Zhu: Mining With Noise Knowledge: Error-Aware Data Mining. IEEE Transactions on Systems, Man, and Cybernetics, Part A 38(4): 917-932 (2008)
c52Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Chinar C. Shah, Xingquan Zhu, Taghi M. Khoshgoftaar, Justin Beyer: Contrast Pattern Mining with Gap Constraints for Peptide Folding Prediction. FLAIRS Conference 2008: 95-100
c51Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Peng Zhang, Yingjie Tian, Zhiwang Zhang, Aihua Li, Xingquan Zhu: Select Objective Functions for Multiple Criteria Programming Classification. Web Intelligence/IAT Workshops 2008: 420-423
c50Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Peng Zhang, Xindong Wu, Dan He, Chengqi Zhang, Yong Shi: Cleansing Noisy Data Streams. ICDM 2008: 1139-1144
c49Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xiaoyuan Su, Taghi M. Khoshgoftaar, Xingquan Zhu: VoB predictors: Voting on bagging classifications. ICPR 2008: 1-4
c48Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Chengyi Bao, Weidong Qiu: Bagging very weak learners with lazy local learning. ICPR 2008: 1-4
c47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Abu H. M. Kamal, Xingquan Zhu, Abhijit S. Pandya, Sam Hsu, Yong Shi: An empirical study of supervised learning for biological sequence profiling and microarray expression data analysis. IRI 2008: 70-75
c46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xiaoyuan Su, Taghi M. Khoshgoftaar, Xingquan Zhu: VCI predictors: Voting on classifications from imputed learning sets. IRI 2008: 296-301
c45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Peng Zhang, Xingquan Zhu, Yong Shi: Categorizing and mining concept drifting data streams. KDD 2008: 812-820
c44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xiaoyuan Su, Taghi M. Khoshgoftaar, Xingquan Zhu, Russell Greiner: Imputation-boosted collaborative filtering using machine learning classifiers. SAC 2008: 949-950
c43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Yongsuk Lee, Xingquan Zhu, Abhijit S. Pandya, Sam Hsu: iVESTA: an interactive visualization and evaluation system for drive test data. SAC 2008: 1953-1957
p1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
2007
j23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Guojun Mao, Xindong Wu, Xingquan Zhu, Gong Chen, Chunnian Liu: Mining maximal frequent itemsets from data streams. J. Information Science 33(3): 251-262 (2007)
j22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Taghi M. Khoshgoftaar, Ian Davidson, Shichao Zhang: Editorial: Special issue on mining low-quality data. Knowl. Inf. Syst. 11(2): 131-136 (2007)
j21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Gong Chen, Xindong Wu, Xingquan Zhu: Mining Sequential Patterns across Time Sequences. New Generation Comput. 26(1): 75-96 (2007)
c42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Dan He, Xindong Wu, Xingquan Zhu: SAIL-APPROX: An Efficient On-Line Algorithm for Approximate Pattern Matching with Wildcards and Length Constraints. BIBM 2007: 151-158
c41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jing Wang, Ying Liu, Lin Zhou, Yong Shi, Xingquan Zhu: Pushing Frequency Constraint to Utility Mining Model. International Conference on Computational Science (3) 2007: 685-692
c40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Ying Liu, Peter Scheuermann, Xingsen Li, Xingquan Zhu: Using WordNet to Disambiguate Word Senses for Text Classification. International Conference on Computational Science (3) 2007: 781-789
c39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Xindong Wu: Discovering Relational Patterns across Multiple Databases. ICDE 2007: 726-735
c38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Peng Zhang, Xiaodong Lin, Yong Shi: Active Learning from Data Streams. ICDM 2007: 757-762
c37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu: Lazy Bagging for Classifying Imbalanced Data. ICDM 2007: 763-768
c36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Xindong Wu, Taghi M. Khoshgoftaar, Yong Shi: An Empirical Study of the Noise Impact on Cost-Sensitive Learning. IJCAI 2007: 1168-1174
c35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Xindong Wu: Mining Complex Patterns across Sequences with Gap Requirements. IJCAI 2007: 2934-2941
c34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Yu He, Xindong Wu, Xingquan Zhu, Abdullah N. Arslan: Mining Frequent Patterns with Wildcards from Biological Sequences. IRI 2007: 329-334
c33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xiaoyuan Su, Taghi M. Khoshgoftaar, Xingquan Zhu, Andres Folleco: Rule-Based Multiple Object Tracking for Traffic Surveillance Using Collaborative Background Extraction. ISVC (2) 2007: 469-478
c32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xiaoyuan Su, Russell Greiner, Taghi M. Khoshgoftaar, Xingquan Zhu: Hybrid Collaborative Filtering Algorithms Using a Mixture of Experts. Web Intelligence 2007: 645-649
2006
j20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Xindong Wu, Qijun Chen: Bridging Local and Global Data Cleansing: Identifying Class Noise in Large, Distributed Data Datasets. Data Min. Knowl. Discov. 12(2-3): 275-308 (2006)
j19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Ying Yang, Xindong Wu, Xingquan Zhu: Mining in Anticipation for Concept Change: Proactive-Reactive Prediction in Data Streams. Data Min. Knowl. Discov. 13(3): 261-289 (2006)
j18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Xindong Wu, Ying Yang: Effective classification of noisy data streams with attribute-oriented dynamic classifier selection. Knowl. Inf. Syst. 9(3): 339-363 (2006)
j17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Gong Chen, Xindong Wu, Xingquan Zhu, Abdullah N. Arslan, Yu He: Efficient string matching with wildcards and length constraints. Knowl. Inf. Syst. 10(4): 399-419 (2006)
j16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Xindong Wu: Class Noise Handling for Effective Cost-Sensitive Learning by Cost-Guided Iterative Classification Filtering. IEEE Trans. Knowl. Data Eng. 18(10): 1435-1440 (2006)
c31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xianhua Jiang, Yuichi Motai, Robert R. Snapp, Xingquan Zhu: Accelerated Kernel Feature Analysis. CVPR (1) 2006: 109-116
c30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Xindong Wu: Error awareness data mining. GrC 2006: 269-274
c29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Yan Zhang, Xingquan Zhu, Xindong Wu: Corrective Classification: Classifier Ensembling with Corrective and Diverse Base Learners. ICDM 2006: 1199-1204
c28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Xindong Wu: Scalable Representative Instance Selection and Ranking. ICPR (3) 2006: 352-355
2005
j15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Xindong Wu, Ahmed K. Elmagarmid, Zhe Feng, Lide Wu: Video Data Mining: Semantic Indexing and Event Detection from the Association Perspective. IEEE Trans. Knowl. Data Eng. 17(5): 665-677 (2005)
j14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Xindong Wu, Ahmed K. Elmagarmid, Zhe Feng, Lide Wu: Video Data Mining: Semantic Indexing and Event Detection from the Association Perspective - Appendices. IEEE Trans. Knowl. Data Eng. 17(5) (2005)
j13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Xindong Wu: Cost-Constrained Data Acquisition for Intelligent Data Preparation. IEEE Trans. Knowl. Data Eng. 17(11): 1542-1556 (2005)
j12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Ahmed K. Elmagarmid, Xiangyang Xue, Lide Wu, Ann Christine Catlin: InsightVideo: toward hierarchical video content organization for efficient browsing, summarization and retrieval. IEEE Transactions on Multimedia 7(4): 648-666 (2005)
c27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Gong Chen, Xindong Wu, Xingquan Zhu: Sequential Pattern Mining in Multiple Streams. ICDM 2005: 585-588
c26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Yan Zhang, Xingquan Zhu, Xindong Wu, Jeffrey P. Bond: ACE: An Aggressive Classifier Ensemble with Error Detection, Correction, and Cleansing. ICTAI 2005: 310-317
c25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Qijun Chen, Xindong Wu, Xingquan Zhu: Scalable Inductive Learning on Partitioned Data. ISMIS 2005: 391-403
c24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Ying Yang, Xindong Wu, Xingquan Zhu: Combining proactive and reactive predictions for data streams. KDD 2005: 710-715
2004
j11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Xindong Wu: Class Noise vs. Attribute Noise: A Quantitative Study. Artif. Intell. Rev. 22(3): 177-210 (2004)
j10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Walid G. Aref, Ann Christine Catlin, Ahmed K. Elmagarmid, Jianping Fan, Moustafa A. Hammad, Ihab F. Ilyas, Mirette S. Marzouk, Sunil Prabhakar, Yi-Cheng Tu, Xingquan Zhu: VDBMS: A testbed facility for research in video database benchmarking. Multimedia Syst. 9(6): 575-585 (2004)
j9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Xindong Wu, Jianping Fan, Ahmed K. Elmagarmid, Walid G. Aref: Exploring video content structure for hierarchical summarization. Multimedia Syst. 10(2): 98-115 (2004)
j8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jianping Fan, Ahmed K. Elmagarmid, Xingquan Zhu, Walid G. Aref, Lide Wu: ClassView: hierarchical video shot classification, indexing, and accessing. IEEE Transactions on Multimedia 6(1): 70-86 (2004)
c23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Xindong Wu, Ying Yang: Error Detection and Impact-Sensitive Instance Ranking in Noisy Datasets. AAAI 2004: 378-384
c22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Xindong Wu: Cost-Guided Class Noise Handling for Effective Cost-Sensitive Learning. ICDM 2004: 297-304
c21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Xindong Wu, Ying Yang: Dynamic Classifier Selection for Effective Mining from Noisy Data Streams. ICDM 2004: 305-312
c20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Xindong Wu: Data Acquisition with Active and Impact-Sensitive Instance Selection. ICTAI 2004: 721-726
c19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Qijun Chen, Xindong Wu, Xingquan Zhu: OIDM: Online Interactive Data Mining. IEA/AIE 2004: 66-76
c18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Ying Yang, Xindong Wu, Xingquan Zhu: Dealing with Predictive-but-Unpredictable Attributes in Noisy Data Sources. PKDD 2004: 471-483
2003
j7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Jianping Fan, Ahmed K. Elmagarmid, Xindong Wu: Hierarchical video content description and summarization using unified semantic and visual similarity. Multimedia Syst. 9(1): 31-53 (2003)
j6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jianping Fan, Xingquan Zhu, Kayvan Najarian, Lide Wu: Accessing Video Contents through Key Objects over IP. Multimedia Tools Appl. 21(1): 75-96 (2003)
j5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Elisa Bertino, Jianping Fan, Elena Ferrari, Mohand-Said Hacid, Ahmed K. Elmagarmid, Xingquan Zhu: A hierarchical access control model for video database systems. ACM Trans. Inf. Syst. 21(2): 155-191 (2003)
c17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Walid G. Aref, Jianping Fan, Ann Christine Catlin, Ahmed K. Elmagarmid: Medical Video Mining for Efficient Database Indexing, Management and Access. ICDE 2003: 569-580
c16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Hangzai Luo, Jianping Fan, Jing Xiao, Xingquan Zhu: Semantic principal video shot classification via mixture Gaussian. ICME 2003: 189-192
c15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Xindong Wu: Sequential association mining for video summarization. ICME 2003: 333-336
c14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Xindong Wu, Qijun Chen: Eliminating Class Noise in Large Datasets. ICML 2003: 920-927
c13no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Xindong Wu: Mining Video Associations for Efficient Database Management. IJCAI 2003: 1422-
2002
j4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jianping Fan, Xingquan Zhu, Mohand-Said Hacid, Ahmed K. Elmagarmid: Model-Based Video Classification toward Hierarchical Representation, Indexing and Access. Multimedia Tools Appl. 17(1): 97-120 (2002)
c12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Jianping Fan, Walid G. Aref, Ahmed K. Elmagarmid: ClassMiner: Mining Medical Video Content Structure and Events Towards Efficient Access and Scalable Skimming. DMKD 2002
c11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
c10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Jianping Fan, Ahmed K. Elmagarmid: Towards facial feature extraction and verification for omni-face detection in video/images. ICIP (2) 2002: 113-116
c9no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Walid G. Aref, Ann Christine Catlin, Jianping Fan, Ahmed K. Elmagarmid, Moustafa A. Hammad, Ihab F. Ilyas, Mirette S. Marzouk, Xingquan Zhu: A Video Database Management System for Advancing Video Database Research. Multimedia Information Systems 2002: 8-17
c8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Jianping Fan, Mohand-Said Hacid, Ahmed K. Elmagarmid: ClassMiner: mining medical video for scalable skimming and summarization. ACM Multimedia 2002: 79-80
c7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Jianping Fan, Xiangyang Xue, Lide Wu, Ahmed K. Elmagarmid: Semi-automatic Video Content Annotation. IEEE Pacific Rim Conference on Multimedia 2002: 245-252
c6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Xiangyang Xue, Jianping Fan, Lide Wu: Qualitative Camera Motion Classification for Content-Based Video Indexing. IEEE Pacific Rim Conference on Multimedia 2002: 1128-1136
c5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jianping Fan, Mathurin Body, Xingquan Zhu, Mohand-Said Hacid, Essam A. El-Kwae: Seeded image segmentation for content-based image retrieval application. Storage and Retrieval for Media Databases 2002: 10-21
c4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Jianping Fan, Ahmed K. Elmagarmid, Walid G. Aref: Hierarchical video summarization for medical data. Storage and Retrieval for Media Databases 2002: 395-406
2001
j3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, HongJiang Zhang, Liu Wenyin, Chunhui Hu, Lide Wu: New query refinement and semantics integrated image retrieval system with semiautomatic annotation scheme. J. Electronic Imaging 10(4): 850-860 (2001)
j2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jianping Fan, Walid G. Aref, Ahmed K. Elmagarmid, Mohand-Said Hacid, Mirette S. Marzouk, Xingquan Zhu: MultiView: Multilevel video content representation and retrieval. J. Electronic Imaging 10(4): 895-908 (2001)
j1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jianping Fan, Xingquan Zhu, Lide Wu: Automatic model-based semantic object extraction algorithm. IEEE Trans. Circuits Syst. Video Techn. 11(10): 1073-1084 (2001)
c3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jianping Fan, Xingquan Zhu, Lide Wu: Seeded Semantic Object Generation toward Content-Based Video Indexing. IEEE Pacific Rim Conference on Multimedia 2001: 837-842
c2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xingquan Zhu, Lide Wu, Xiangyang Xue, Xiaoye Lu, Jianping Fan: Automatic Scene Detection in News Program by Integrating Visual Feature and Rules. IEEE Pacific Rim Conference on Multimedia 2001: 843-848
2000
c1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Ye Lu, Chunhui Hu, Xingquan Zhu, HongJiang Zhang, Qiang Yang: A unified framework for semantics and feature based relevance feedback in image retrieval systems. ACM Multimedia 2000: 31-37

Coauthor Index

1Gagan Agrawal
[j25]
2Walid G. Aref
[j10] [j9] [j8] [c17] [c12] [c11] [c9] [c4] [j2]
3Abdullah N. Arslan
[j46] [c34] [j17]
4Chengyi Bao
[c48]
5Elisa Bertino
[j5]
6Justin Beyer
[c52]
7Mathurin Body
[c5]
8Jeffrey P. Bond
[j38] [c26]
9Josh C. Bongard (Josh Bongard, Joshua Clifford Bongard)
[c65]
10Yuri Breitbart
[j25]
11Ann Christine Catlin
[j12] [j10] [c17] [c11] [c9]
12Gong Chen
[j23] [j21] [j17] [c27]
13Ling Chen
[c88]
14Qijun Chen
[j30] [j20] [c25] [c19] [c14]
15Lianhua Chi
[c90] [c84]
16Ian Davidson
[j22]
17Wei Ding
[j44] [c83]
18Wei Ding 0003
[j36]
19Sorin Draghici
[e1]
20Essam A. El-Kwae
[c5]
21Ahmed K. Elmagarmid
[j15] [j14] [j12] [j10] [j9] [j8] [j7] [j5] [c17] [j4] [c12] [c11] [c10] [c9] [c8] [c7] [c4] [j2]
22Jianping Fan
[j10] [j9] [j8] [j7] [j6] [j5] [c17] [c16] [j4] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [j2] [j1] [c3] [c2]
23Meng Fang
[c89] [c83] [c82] [c81]
24Zhe Feng
[j15] [j14]
25Elena Ferrari
[j5]
26Andres Folleco
[c33]
27Yifan Fu
[j45] [c80] [c75]
28Byron J. Gao
[c73] [c70]
29Russell Greiner
[c44] [c32]
30J. Guo
[c11]
31Li Guo
[j40] [c73] [c70] [c67] [c66] [c60]
32Ruizhi Guo
[c79]
33Ting Guo
[c79]
34Yue-Fei Guo
[j43] [c86] [c74] [j34] [c68]
35Mohand-Said Hacid
[j5] [j4] [c8] [c5] [j2]
36Moustafa A. Hammad
[j10] [c11] [c9]
37Dan He
[j41] [j39] [c72] [c64] [c58] [c57] [c50] [c42]
38Yu He
[j46] [c34] [j17]
39Sam Hsu
[j33] [c63] [c54] [c47] [c43]
40Chunhui Hu
[j3] [c1]
41Ihab F. Ilyas
[j10] [c11] [c9]
42Xianhua Jiang
[c31]
43Xuxian Jiang
[j29]
44Cheng Jin
[c78]
45Ruoming Jin
[c56] [j25]
46Abu H. M. Kamal
[j33] [c63] [c55] [c54] [c47]
47Taghi M. Khoshgoftaar
[e1] [c52] [c49] [c46] [c44] [j22] [c36] [c33] [c32]
48Yongsuk Lee
[c43]
49Aihua Li
[c51]
50Bin Li
[j45] [c90] [c84] [c83] [j39] [c78] [c75] [c71]
51Jun Li 0016
[c70]
52Ruijiang Li
[c78] [c71]
53Xingsen Li
[c40]
54Zhanshan Li
[c79]
55Guohua Liang
[c77] [c76]
56Xiaodong Lin
[j32] [c38]
57Chunnian Liu
[j23]
58Li Liu
[j37]
59Wenyin Liu (Liu Wenyin)
[j3]
60Ying Liu
[c41] [c40]
61Guodong Long
[c88]
62Xiaoye Lu
[c2]
63Ye Lu
[c1]
64Zhenyu Lu
[c65]
65Hangzai Luo
[c16]
66Imad Mahgoub (Imadeldin O. Mahgoub)
[c62]
67Guojun Mao
[j23]
68Mirette S. Marzouk
[j10] [c11] [c9] [j2]
69Yuichi Motai
[c31]
70Kayvan Najarian
[j6]
71Ramaswamy Narayanan
[j33] [c55]
72David L. Olson
[j27]
73Vasile Palade
[e1]
74Shirui Pan
[c87] [c85] [c81]
75Abhijit S. Pandya
[j33] [c63] [c54] [c47] [c43]
76D. Stott Parker
[c72]
77Witold Pedrycz
[e1]
78Sunil Prabhakar
[j10] [c11]
79Weidong Qiu
[c48]
80Guangzhi Qu
[c69]
81Abdelmounaam Rezgui
[c11]
82Peter Scheuermann
[c40]
83Chinar C. Shah
[c52]
84Yong Shi
[j40] [j37] [j32] [j31] [c61] [c53] [c50] [c47] [c45] [c41] [c38] [c36]
85Muhammad Shoaib
[c63] [c62]
86Michael Slavik
[c62]
87Robert R. Snapp
[c31]
88Xiaoyuan Su
[c49] [c46] [c44] [c33] [c32]
89DongHong Sun
[j37]
90Jianlong Tan
[c67] [c66]
91S. Teoh
[c11]
92Evimaria Terzi
[c11]
93Yingjie Tian
[c51]
94Yi-Cheng Tu (Yicheng Tu)
[j10] [c11]
95Athena Vakali
[c11]
96Fei-Yue Wang
[j30]
97Hao Wang
[j44]
98Jing Wang
[c41]
99Peng Wang
[c70]
100M. Arif Wani
[e1]
101Hui Wu
[c69]
102Lide Wu
[j15] [j14] [j12] [j8] [j6] [c7] [c6] [j3] [j1] [c3] [c2]
103Xindong Wu
[j46] [j44] [c83] [j41] [j40] [j39] [j38] [c71] [c65] [c64] [j30] [c59] [c58] [c57] [c53] [j28] [j24] [c50] [p1] [j23] [j21] [c42] [c39] [c36] [c35] [c34] [j20] [j19] [j18] [j17] [j16] [c30] [c29] [c28] [j15] [j14] [j13] [c27] [c26] [c25] [c24] [j11] [j9] [c23] [c22] [c21] [c20] [c19] [c18] [j7] [c15] [c14] [c13]
104Jing Xiao
[c16]
105Xiangyang Xue
[j43] [c86] [c78] [c74] [c71] [j34] [c68] [j12] [c7] [c6] [c2]
106Qiang Yang
[c1]
107Ying Yang
[j28] [j26] [j19] [j18] [c24] [c23] [c21] [c18]
108Yangdong Ye
[j43] [c86] [c74]
109Kui Yu
[j44]
110Philip S. Yu
[j36]
111Chengqi Zhang
[c89] [c88] [c84] [j39] [j36] [c77] [c76] [c75] [c71] [c59] [j27] [c50]
112HongJiang Zhang (Hong-Jiang Zhang)
[j3] [c1]
113Peng Zhang
[j40] [j37] [c73] [c70] [j32] [j31] [c67] [c66] [c61] [c60] [c53] [c51] [c50] [c45] [c38]
114Shichao Zhang
[j22]
115Yan Zhang
[j38] [p1] [c29] [c26]
116Zhiwang Zhang
[j31] [c51]
117Lin Zhou
[c41]
118Zhenfeng Zhu
[j43] [c86] [c74] [j34] [c68]

Colors in the list of coauthors

Last update Sat May 18 13:42:07 2013 CET by the DBLP TeamThis material is Open Data Data released under the ODC-BY 1.0 license — See also our legal information page