Xindong Wu - researchr alias

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2011

Subkilometer crater discovery with boosting and transfer learningWei Ding 0003, Tomasz F. Stepinski, Yang Mu, Lourenço P. C. Bandeira, Ricardo Vilalta, Youxi Wu, Zhenyu Lu, Tianyu Cao, Xindong Wu. tist, 2(4):39, 2011. [doi]

Active Learning of Model Parameters for Influence MaximizationTianyu Cao, Xindong Wu, Xiaohua Tony Hu, Song Wang. pkdd 2011: 280-295 [doi]

Maximizing influence spread in modular social networks by optimal resource allocationTianyu Cao, Xindong Wu, Song Wang, Xiaohua Hu. eswa, 38(10):13128-13135, 2011. [doi]

K-Means Clustering with Bagging and MapReduceHai-Guang Li, Gong-Qing Wu, Xuegang Hu, Jing Zhang, Lian Li, Xindong Wu. hicss 2011: 1-8 [doi]

Cross-Domain Collaborative Filtering over TimeBin Li, Xingquan Zhu, Ruijiang Li, Chengqi Zhang, Xiangyang Xue, Xindong Wu. IJCAI 2011: 2293-2298 [doi]

Random Ensemble Decision Trees for Learning Concept-Drifting Data StreamsPei-Pei Li, Xindong Wu, Qianhui Liang, Xuegang Hu, Yuhong Zhang. pakdd 2011: 313-325 [doi]

Ontology-Based Business Process Customization for Composite Web ServicesQianhui Liang, Xindong Wu, E. K. Park, Taghi M. Khoshgoftaar, Chi-Hung Chi. tsmc, 41(4):717-729, 2011. [doi]

A Chinese time ontology for the Semantic WebChunxia Zhang, Cungen Cao, Yuefei Sui, Xindong Wu. kbs, 24(7):1057-1074, 2011. [doi]

Robust ensemble learning for mining noisy data streamsPeng Zhang, Xingquan Zhu, Yong Shi, Li Guo, Xindong Wu. dss, 50(2):469-479, 2011. [doi]

Corrective classification: Learning from data imperfections with aggressive and diverse classifier ensemblingYan Zhang, Xingquan Zhu, Xindong Wu, Jeffrey P. Bond. is, 36(8):1135-1157, 2011. [doi]

Fundamentals of association rules in data mining and knowledge discoveryShichao Zhang, Xindong Wu. widm, 1(2):97-116, 2011. [doi]

Manifold elastic net: a unified framework for sparse dimension reductionTianyi Zhou, Dacheng Tao, Xindong Wu. datamine, 22(3):340-371, 2011. [doi]

2010

OASNET: an optimal allocation approach to influence maximization in modular social networksTianyu Cao, Xindong Wu, Song Wang, Xiaohua Hu. SAC 2010: 1088-1094 [doi]

Special issue on selected papers from IEEE DMF 2008Keith C. C. Chan, Xindong Wu. kais, 24(3):339-340, 2010. [doi]

ICDMW 2010, The 10th IEEE International Conference on Data Mining Workshops, Sydney, Australia, 14 December 2010Wei Fan, Wynne Hsu, Geoffrey I. Webb, Bing Liu, Chengqi Zhang, Dimitrios Gunopulos, Xindong Wu, editors, IEEE Computer Society, 2010.

A matrix modular SVM robust to imbalanced data for efficient visual concept detectionHervÃ© Glotin, Zhong-Qiu Zhao, Jun Gao, Xindong Wu. mir 2010: 333-338 [doi]

A New Automatic Categorization Algorithm for Web ServicesJiaying He, Pei-Pei Li, Xuegang Hu, Xindong Wu. grc 2010: 200-205 [doi]

Rule Synthesizing from Multiple Related DatabasesDan He, Xindong Wu, Xingquan Zhu. pakdd 2010: 201-213 [doi]

Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010Jimmy Huang, Nick Koudas, Gareth Jones, Xindong Wu, Kevyn Collins-Thompson, Aijun An, editors, ACM, 2010.

Fast Orthogonal Nonnegative Matrix Tri-Factorization for Simultaneous ClusteringZhao Li, Xindong Wu, Zhenyu Lu. pakdd 2010: 214-221 [doi]

A Random Decision Tree Ensemble for Mining Concept Drifts from Noisy Data StreamsPei-Pei Li, Xindong Wu, Xuegang Hu, Qianhui Liang, Yunjun Gao. aai, 24(7):680-710, 2010. [doi]

Nonnegative Matrix Factorization on Orthogonal SubspaceZhao Li, Xindong Wu, Hong Peng. prl, 31(9):905-911, 2010. [doi]

Mining Recurring Concept Drifts with Limited Labeled Streaming DataPei-Pei Li, Xindong Wu, Xuegang Hu. jmlr, 13:241-252, 2010. [doi]

Learning from Concept Drifting Data Streams with Unlabeled DataPei-Pei Li, Xindong Wu, Xuegang Hu. AAAI 2010: [doi]

A Phrase-Based Method for Hierarchical Clustering of Web SnippetsZhao Li, Xindong Wu. AAAI 2010: [doi]

Mining distribution change in stock order streamsXiaoyan Liu, Xindong Wu, Huaiqing Wang, Rui Zhang 0003, James Bailey, Kotagiri Ramamohanarao. icde 2010: 105-108 [doi]

Ensemble pruning via individual contribution orderingZhenyu Lu, Xindong Wu, Xingquan Zhu, Josh Bongard. kdd 2010: 871-880 [doi]

Adaptive Informative Sampling for Active LearningZhenyu Lu, Xindong Wu, Josh Bongard. sdm 2010: 894-905 [doi]

Pattern Matching with Flexible Wildcards and Recurring CharactersHaiping Wang, Fei Xie, Xuegang Hu, Pei-Pei Li, Xindong Wu. grc 2010: 782-786 [doi]

ICDM 2010, The 10th IEEE International Conference on Data Mining, Sydney, Australia, 14-17 December 2010Geoffrey I. Webb, Bing Liu, Chengqi Zhang, Dimitrios Gunopulos, Xindong Wu, editors, IEEE Computer Society, 2010.

Online Streaming Feature SelectionXindong Wu, Kui Yu, Hao Wang, Wei Ding. icml 2010: 1159-1166 [doi]

News Filtering and Summarization on the WebXindong Wu, Gong-Qing Wu, Fei Xie, Zhu Zhu, Xuegang Hu, Hao Lu, Huiqian Li. expert, 25(5):68-76, 2010. [doi]

10 Years of Data Mining Research: Retrospect and ProspectXindong Wu. icdm 2010: 7 [doi]

A Nettree for Approximate Maximal Pattern Matching with Gaps and One-Off ConstraintYouxi Wu, Xindong Wu, He Jiang, Fan Min. ictai 2010: 38-41 [doi]

A Nettree for pattern Matching with flexible wildcard ConstraintsYouxi Wu, Xindong Wu, Fan Min, Yan Li. iri 2010: 109-114 [doi]

Exploratory analysis of protein translation regulatory networks using hierarchical random graphsDaniel Duanqing Wu, Xiaohua Hu, E. K. Park, Xiaofeng Wang, Jiali Feng, Xindong Wu. bmcbi, 11(S-3):2, 2010. [doi]

SMILE: A Similarity-Based Approach for Multiple Instance LearningYanshan Xiao, Bo Liu, Longbing Cao, Jie Yin, Xindong Wu. icdm 2010: 589-598 [doi]

Sequential Pattern Mining with WildcardsFei Xie, Xindong Wu, Xuegang Hu, Jun Gao, Dan Guo, Yulian Fei, Ertian Hua. ictai 2010: 241-247 [doi]

Causal Discovery from Streaming FeaturesKui Yu, Xindong Wu, Hao Wang, Wei Ding. icdm 2010: 1163-1168 [doi]

Integrating induction and deduction for noisy data miningYan Zhang, Xindong Wu. isci, 180(14):2663-2673, 2010. [doi]

Semi-supervised Learning by Spectral Mapping with Label InformationZhong-Qiu Zhao, Jun Gao, Xindong Wu. aici 2010: 448-454 [doi]

A Modified Semi-Supervised Learning Algorithm on Laplacian EigenmapsZhong-Qiu Zhao, Jun-Zhao Li, Jun Gao, Xindong Wu. npl, 32(1):75-82, 2010. [doi]

NESVM: A Fast Gradient Method for Support Vector MachinesTianyi Zhou, Dacheng Tao, Xindong Wu. icdm 2010: 679-688 [doi]

A Double-Window-Based Classification Algorithm for Concept Drifting Data StreamsQun Zhu, Xuegang Hu, Yuhong Zhang, Pei-Pei Li, Xindong Wu. grc 2010: 639-644 [doi]

2009

Hybrid Artificial Intelligence Systems, 4th International Conference, HAIS 2009, Salamanca, Spain, June 10-12, 2009. ProceedingsEmilio Corchado, Xindong Wu, Erkki Oja, Álvaro Herrero, Bruno Baruque, editors, Volume 5572 of Lecture Notes in Computer Science, Springer, 2009. [doi]

Approximate Repeating Pattern Mining with Gap RequirementsDan He, Xingquan Zhu, Xindong Wu. ictai 2009: 17-24 [doi]

Error Detection and Uncertainty Modeling for Imprecise DataDan He, Xingquan Zhu, Xindong Wu. ictai 2009: 792-795 [doi]

BPBM: An Algorithm for String Matching with Wildcards and Length ConstraintsXiao-Li Hong, Xindong Wu, Xuegang Hu, Ying-Ling Liu, Jun Gao, Gong-Qing Wu. rsfdgrc 2009: 518-525 [doi]

Mining Frequent Patterns with Gaps and One-Off ConditionYongming Huang, Xindong Wu, Xuegang Hu, Fei Xie, Jun Gao, Gong-Qing Wu. cse 2009: 180-186 [doi]

Parameter Estimdation in Semi-Random Decision Tree Ensembling on Streaming DataPei-Pei Li, Qianhui Liang, Xindong Wu, Xuegang Hu. pakdd 2009: 376-388 [doi]

A relation extraction method of Chinese named entities based on location and semantic featuresHai-Guang Li, Gong-Qing Wu, Xuegang Hu, Xindong Wu, Yuan-Jun Bi, Pei-Pei Li. grc 2009: 334-339 [doi]

Optimizing Service Systems Based on Application-Level QoSQianhui Althea Liang, Xindong Wu, Hoong Chuin Lau. tsc, 2(2):108-121, 2009. [doi]

Clustering Web Services for Automatic CategorizationQianhui Liang, Pei-Pei Li, Patrick C. K. Hung, Xindong Wu. IEEEscc 2009: 380-387 [doi]

Pattern Matching with Wildcards based on Key Character LocationYing-Ling Liu, Xindong Wu, Xuegang Hua, Jun Gao, Gong-Qing Wu, Haiping Wang, Xiao-Li Hong. iri 2009: 167-170 [doi]

Active Learning with Adaptive Heterogeneous EnsemblesZhenyu Lu, Xindong Wu, Josh Bongard. icdm 2009: 327-336 [doi]

Local Semi-linear Regression for River Runoff ForecastingFan Min, Xindong Wu. cse 2009: 556-561 [doi]

A Comparative Study of Pattern Matching Algorithms on SequencesFan Min, Xindong Wu. rsfdgrc 2009: 510-517 [doi]

ICDM Workshops 2009, IEEE International Conference on Data Mining Workshops, Miami, Florida, USA, 6 December 2009YÃ¼cel Saygin, Jeffrey Xu Yu, Hillol Kargupta, Wei Wang, Sanjay Ranka, Philip S. Yu, Xindong Wu, editors, IEEE Computer Society, 2009.

Geometric Mean for Subspace SelectionDacheng Tao, Xuelong Li, Xindong Wu, Stephen J. Maybank. pami, 31(2):260-274, 2009. [doi]

ICDM 2009, The Ninth IEEE International Conference on Data Mining, Miami, Florida, USA, 6-9 December 2009Wei Wang, Hillol Kargupta, Sanjay Ranka, Philip S. Yu, Xindong Wu, editors, IEEE Computer Society, 2009.

EIC Editorial: Introducing the New Editor-in-Chief and Four New Associate EditorsXindong Wu. tkde, 21(1):1-3, 2009. [doi]

Ubiquitous personalized information processing with wildcardsXindong Wu. grc 2009: 5 [doi]

Ubiquitous Mining with Interactive Data Mining AgentsXindong Wu, Xingquan Zhu, Qijun Chen, Fei-Yue Wang. jcst, 24(6):1018-1027, 2009. [doi]

Multi-sphere Support Vector Data Description for Outliers Detection on Multi-distribution DataYanshan Xiao, Bo Liu, Longbing Cao, Xindong Wu, Chengqi Zhang, Zhifeng Hao, Fengzhao Yang, Jie Cao. icdm 2009: 82-87 [doi]

Regional category parsing in undirected graphical modelsZhao Xie, Jun Gao, Xindong Wu. prl, 30(14):1264-1272, 2009. [doi]

Mining globally interesting patterns from multiple databases using kernel estimationShichao Zhang, Xiaofang You, Zhi Jin, Xindong Wu. eswa, 36(8):10863-10869, 2009. [doi]

An Aggregate Ensemble for Mining Concept Drifting Data Streams with NoisePeng Zhang, Xingquan Zhu, Yong Shi, Xindong Wu. pakdd 2009: 1021-1029 [doi]

An Agent-Based Hybrid System for Microarray Data AnalysisZili Zhang, Pengyi Yang, Xindong Wu, Chengqi Zhang. expert, 24(5):53-63, 2009. [doi]

Vague One-Class Learning for Data StreamsXingquan Zhu, Xindong Wu, Chengqi Zhang. icdm 2009: 657-666 [doi]

2008

Gene expression analyses using Genetic Algorithm based hybrid approachesDingiun Chen, Keith Chan, Xindong Wu. cec 2008: 963-969 [doi]

Mining Concept-Drifting Data Streams with Multiple Semi-Random Decision TreesPei-Pei Li, Xuegang Hu, Xindong Wu. adma 2008: 733-740 [doi]

Keyword Extraction Based on Lexical Chains and Word Co-occurrence for Chinese News Web PagesXinghua Li, Xindong Wu, Xuegang Hu, Fei Xie, Zhaozhong Jiang. icdm 2008: 744-751 [doi]

A New Descriptive Clustering Algorithm based on Nonnegative Matrix FactorizationZhao Li, Hong Peng, Xindong Wu. grc 2008: 407-412 [doi]

Multilayer Change-Point Detection on Stock Order Flows by Wavelet TransformationXiaoyan Liu, Xindong Wu, Huaiqing Wang, Yingfeng Wang. icdm 2008: 635-642 [doi]

Bayesian Tensor Approach for 3-D Face ModelingDacheng Tao, Mingli Song, Xuelong Li, Jialie Shen, Jimeng Sun, Xindong Wu, Christos Faloutsos, Stephen J. Maybank. tcsv, 18(10):1397-1410, 2008. [doi]

Tensor Rank One Discriminant Analysis - A convergent method for discriminative multilinear subspace selectionDacheng Tao, Xuelong Li, Xindong Wu, Stephen J. Maybank. ijon, 71(10-12):1866-1882, 2008. [doi]

Bayesian tensor analysisDacheng Tao, Jimeng Sun, Jialie Shen, Xindong Wu, Xuelong Li, Stephen J. Maybank, Christos Faloutsos. ijcnn 2008: 1402-1409 [doi]

Editorial: TKDE Editorial Board ChangesXindong Wu. tkde, 20(7):865-867, 2008. [doi]

TKDE 20(12) (December 2008) EIC Editorial: State of the TransactionsXindong Wu. tkde, 20(12):1585-1586, 2008. [doi]

Top 10 algorithms in data miningXindong 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. kais, 14(1):1-37, 2008. [doi]

Mining With Noise Knowledge: Error-Aware Data MiningXindong Wu, Xingquan Zhu. tsmc, 38(4):917-932, 2008. [doi]

Data Mining: Algorithms and ProblemsXindong Wu. HAIS 2008: 1 [doi]

Error-Tolerant Data MiningXindong Wu. jckbse 2008: 5-6 [doi]

Keyphrase Extraction from Chinese News Web Pages Based on Semantic RelationsFei Xie, Xindong Wu, Xuegang Hu, Fei-Yue Wang. isi 2008: 490-495 [doi]

Conceptual equivalence for contrast mining in classification learningYing Yang, Xindong Wu, Xingquan Zhu. DKE, 67(3):413-429, 2008. [doi]

Computing the minimum-support for mining frequent patternsShichao Zhang, Xindong Wu, Chengqi Zhang, Jingli Lu. kais, 15(2):233-257, 2008. [doi]

Automatic Recognition of News Web PagesZhu Zhu, Gong-Qing Wu, Xindong Wu, Xuegang Hu, Fei-Yue Wang. isi 2008: 496-501 [doi]

Cleansing Noisy Data StreamsXingquan Zhu, Peng Zhang, Xindong Wu, Dan He, Chengqi Zhang, Yong Shi. icdm 2008: 1139-1144 [doi]

An Intrusion Detection Model Based on Mining Data StreamsDongJun Zong, Guojun Mao, Xindong Wu. dmin 2008: 398-403

2007

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Jose, California, USA, August 12-15, 2007Pavel Berkhin, Rich Caruana, Xindong Wu, editors, ACM, 2007.

Mining Sequential Patterns across Time SequencesGong Chen, Xindong Wu, Xingquan Zhu. ngc, 26(1):75-96, 2007. [doi]

Mining Frequent Patterns with Wildcards from Biological SequencesYu He, Xindong Wu, Xingquan Zhu, Abdullah N. Arslan. iri 2007: 329-334 [doi]

Mining Frequent Itemsets Using a Pruned Concept LatticeXuegang Hu, Wei Liu, Dexing Wang, Xindong Wu. fskd 2007: 606-610 [doi]

A New Algorithm for Attribute Reduction in Decision TablesXuegang Hu, Junhua Shi, Xindong Wu. rsfdgrc 2007: 37-46 [doi]

Supervised tensor learningDacheng Tao, Xuelong Li, Xindong Wu, Weiming Hu, Stephen J. Maybank. kais, 13(1):1-42, 2007. [doi]

EIC Editorial: 2007 TKDE Editorial Board ChangesXindong Wu. tkde, 19(10):1305-1307, 2007. [doi]

Class Noise vs Attribute Noise: Their Impacts, Detection and CleansingXindong Wu. pakdd 2007: 7-8 [doi]

A Parallel Algorithm for Learning Bayesian NetworksKui Yu, Hao Wang, Xindong Wu. pakdd 2007: 1055-1063 [doi]

Measuring the Uncertainty of Differences for Contrasting GroupsJilian Zhang, Shichao Zhang, Xiaofeng Zhu, Xindong Wu, Chengqi Zhang. AAAI 2007: 1920-1921

Mining Complex Patterns across Sequences with Gap RequirementsXingquan Zhu, Xindong Wu. IJCAI 2007: 2934-2941 [doi]

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