Wei Fan - researchr alias

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2011

Multi-source domain adaptation and its application to early detection of fatigueRita Chattopadhyay, Jieping Ye, Sethuraman Panchanathan, Wei Fan, Ian Davidson. kdd 2011: 717-725 [doi]

Consensus extraction from heterogeneous detectors to improve performance over network traffic anomaly detectionJing Gao, Wei Fan, Deepak S. Turaga, Olivier Verscheure, Xiaoqiao Meng, Lu Su, Jiawei Han. infocom 2011: 181-185 [doi]

Dual active feature and sample selection for graph classificationXiangnan Kong, Wei Fan, Philip S. Yu. kdd 2011: 654-662 [doi]

Chernoff Dimensionality Reduction--Where Fisher Meets FKTJing Peng, Guna Seetharaman, Stefan A. Robila, Aparna S. Varde, Wei Fan. sdm 2011: 271-282 [doi]

ShareBoost: Boosting for Multi-view Learning with Performance GuaranteesJing Peng, Costin Barbu, Guna Seetharaman, Wei Fan, Xian Wu, Kannappan Palaniappan. pkdd 2011: 597-612 [doi]

Discovering shakers from evolving entities via cascading graph inferenceXiaoxiao Shi, Wei Fan, Jianping Zhang, Philip S. Yu. kdd 2011: 1001-1009 [doi]

2010

Visual data security and management for smart citiesZhenyong Chen, Wei Fan, Zhang Xiong, Pingan Zhang, Lixin Luo. fcsc, 4(3):386-393, 2010. [doi]

SilkDB v2.0: a platform for silkworm (::::Bombyx mori:::: ) genome biologyJun Duan, Ruiqiang Li, Daojun Cheng, Wei Fan, Xingfu Zha, Tingcai Cheng, Yuqian Wu, Jun Wang, Kazuei Mita, Zhonghuai Xiang, Qingyou Xia. nar, 38(Database-Issue):453-456, 2010. [doi]

Generalized and Heuristic-Free Feature Construction for Improved AccuracyWei Fan, ErHeng Zhong, Jing Peng, Olivier Verscheure, Kun Zhang, Jiangtao Ren, Rong Yan, Qiang Yang. sdm 2010: 629-640 [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.

On community outliers and their efficient detection in information networksJing Gao, Feng Liang, Wei Fan, Chi Wang, Yizhou Sun, Jiawei Han. kdd 2010: 813-822 [doi]

The next generation of transportation systems, greenhouse emissions, and data miningHillol Kargupta, Joao Gama, Wei Fan. kdd 2010: 1209-1212 [doi]

Study on the structure and control of a dexterous handHao Liu, Tao Wang, Wei Fan, Tong Zhao. icarcv 2010: 1589-1593 [doi]

Analysis of Chernoff criterion for linear dimensionality reductionJing Peng, Stefan A. Robila, Wei Fan, Guna Seetharaman. SMC 2010: 3014-3021 [doi]

Transfer Learning on Heterogenous Feature Spaces via Spectral TransformationXiaoxiao Shi, Qi Liu, Wei Fan, Philip S. Yu, Ruixin Zhu. icdm 2010: 1049-1054 [doi]

Predictive Modeling with Heterogeneous SourcesXiaoxiao Shi, Qi Liu, Wei Fan, Qiang Yang, Philip S. Yu. sdm 2010: 814-825 [doi]

Efficient Semi-supervised Spectral Co-clustering with ConstraintsXiaoxiao Shi, Wei Fan, Philip S. Yu. icdm 2010: 1043-1048 [doi]

Cumulonimbus forecasting based on rough set and artificial immune algorithmQin Wang, Wei Fan. icnc 2010: 2856-2860 [doi]

Efficient and Numerically Stable Sparse LearningSihong Xie, Wei Fan, Olivier Verscheure, Jiangtao Ren. pkdd 2010: 483-498 [doi]

Multi-label Classification without the Multi-label CostXiatian Zhang, Quan Yuan, Shiwan Zhao, Wei Fan, Wentao Zheng, Zhong Wang. sdm 2010: 778-789 [doi]

svdPPCS: an effective singular value decomposition-based method for conserved and divergent co-expression gene module identificationWensheng Zhang, Andrea Edwards, Wei Fan, Dongxiao Zhu, Kun Zhang. bmcbi, 11:338, 2010. [doi]

Cross Validation Framework to Choose amongst Models and Datasets for Transfer LearningErHeng Zhong, Wei Fan, Qiang Yang, Olivier Verscheure, Jiangtao Ren. pkdd 2010: 547-562 [doi]

2009

Mining Interesting Ratio Patterns over a Stream Sliding WindowWei Fan, Toyohide Watanabe, Koichi Asakura. icmla 2009: 731-734 [doi]

A Thunderstorm Forecast Model Based on Weighted SVM and Data FieldWei Fan, Jie Ma, He Zhu. fskd 2009: 160-164 [doi]

An Enhanced-Security Fair E-payment ProtocolWei Fan, Huaying Shu, Elizabeth Fife, Qiang Yan. csie 2009: 516-519 [doi]

Heterogeneous source consensus learning via decision propagation and negotiationJing Gao, Wei Fan, Yizhou Sun, Jiawei Han. kdd 2009: 339-348 [doi]

Relaxed Transfer of Different Classes via Spectral PartitionXiaoxiao Shi, Wei Fan, Qiang Yang, Jiangtao Ren. pkdd 2009: 366-381 [doi]

Heterogeneous cross domain ranking in latent spaceBo Wang, Jie Tang, Wei Fan, Songcan Chen, Zi Yang, Yanzhu Liu. CIKM 2009: 987-996 [doi]

Latent space domain transfer between high dimensional overlapping distributionsSihong Xie, Wei Fan, Jing Peng, Olivier Verscheure, Jiangtao Ren. WWW 2009: 91-100 [doi]

Breaking the computational barrier: a divide-conquer and aggregate based approach for Alu insertion site characterisationKun Zhang, Wei Fan, Prescott Deininger, Andrea Edwards, Zujia Xu, Dongxiao Zhu. ijcbdd, 2(4):302-322, 2009. [doi]

Cross domain distribution adaptation via kernel mappingErHeng Zhong, Wei Fan, Jing Peng, Kun Zhang, Jiangtao Ren, Deepak S. Turaga, Olivier Verscheure. kdd 2009: 1027-1036 [doi]

Universal Learning over Related Distributions and Adaptive Graph TransductionErHeng Zhong, Wei Fan, Jing Peng, Olivier Verscheure, Jiangtao Ren. pkdd 2009: 678-693 [doi]

2008

Tabu Search Strategies for the Public Transportation Network Optimizations with Variable Transit DemandWei Fan, Randy Machemehl. cacie, 23(7):502-520, 2008. [doi]

A Fair Mobile Payment ProtocolWei Fan, Huaying Shu, Qiang Yan, Fang Wang. apnoms 2008: 466-469 [doi]

Direct mining of discriminative and essential frequent patterns via model-based search treeWei Fan, Kun Zhang, Hong Cheng, Jing Gao, Xifeng Yan, Jiawei Han, Philip S. Yu, Olivier Verscheure. kdd 2008: 230-238 [doi]

Clustering over Evolving Data Streams Based on Online Recent-Biased ApproximationWei Fan, Yusuke Koyanagi, Koichi Asakura, Toyohide Watanabe. pkaw 2009: 12-26 [doi]

Knowledge transfer via multiple model local structure mappingJing Gao, Wei Fan, Jing Jiang, Jiawei Han. kdd 2008: 283-291 [doi]

Classifying Data Streams with Skewed Class Distributions and Concept DriftsJing Gao, Bolin Ding, Wei Fan, Jiawei Han, Philip S. Yu. internet, 12(6):37-49, 2008. [doi]

Forward Semi-supervised Feature SelectionJiangtao Ren, Zhengyuan Qiu, Wei Fan, Hong Cheng, Philip S. Yu. pakdd 2008: 970-976 [doi]

Type-Independent Correction of Sample Selection Bias via Structural Discovery and Re-balancingJiangtao Ren, Xiaoxiao Shi, Wei Fan, Philip S. Yu. sdm 2008: 565-576 [doi]

Actively Transfer Domain KnowledgeXiaoxiao Shi, Wei Fan, Jiangtao Ren. pkdd 2008: 342-357 [doi]

Forecasting skewed biased stochastic ozone days: analyses, solutions and beyondKun Zhang, Wei Fan. kais, 14(3):299-326, 2008. [doi]

Graph-Based Iterative Hybrid Feature SelectionErHeng Zhong, Sihong Xie, Wei Fan, Jiangtao Ren, Jing Peng, Kun Zhang. icdm 2008: 1133-1138 [doi]

2007

Effect of Computer-Based Video Games on Children: An Experimental StudyTsung-Yen Chuang, Wei Fan. digitel 2007: 114-118 [doi]

On Sample Selection Bias and Its Efficient Correction via Model Averaging and Unlabeled ExamplesWei Fan, Ian Davidson. sdm 2007: [doi]

Semi-supervised Cast Indexing for Feature-Length FilmsWei Fan, Tao Wang, Jean-Yves Bouguet, Wei Hu, Yimin Zhang, Dit-Yan Yeung. mmm 2007: 625-635 [doi]

Image Hallucination Using Neighbor Embedding over Visual Primitive ManifoldsWei Fan, Dit-Yan Yeung. cvpr 2007: [doi]

Two Fair Payment Protocols for E-Commerce TransactionWei Fan, Huaying Shu, Qiang Yan, Xin Liu. ifip8 2008: 1037-1046 [doi]

On Appropriate Assumptions to Mine Data Streams: Analysis and PracticeJing Gao, Wei Fan, Jiawei Han. icdm 2007: 143-152 [doi]

A General Framework for Mining Concept-Drifting Data Streams with Skewed DistributionsJing Gao, Wei Fan, Jiawei Han, Philip S. Yu. sdm 2007: [doi]

A Research on Construction of SOAs for Enterprises in ChinaXin Liu, Ming Zha, Tingjie Lu, Wei Fan. ifip8 2008: 1047-1056 [doi]

Optimizing Supply Chains through Service-Oriented ArchitectureXin Liu, Zhijun Zhang, Tingjie Lu, Wei Fan. ifip8 2008: 405-414 [doi]

Challenges and Experience in Prototyping a Multi-Modal Stream Analytic and Monitoring Application on System SKun-Lung Wu, Philip S. Yu, Bugra Gedik, Kirsten Hildrum, Charu C. Aggarwal, Eric Bouillet, Wei Fan, David George, Xiaohui Gu, Gang Luo, Haixun Wang. VLDB 2007: 1185-1196 [doi]

Multi-agent Optimization Design for Multi-resource Job Shop Scheduling ProblemsFan Xue, Wei Fan. icic 2007: 1193-1204 [doi]

FGF: A web tool for Fishing Gene Family in a whole genome databaseHongkun Zheng, Junjie Shi, Xiaodong Fang, Yuan Li, Søren Vang, Wei Fan, Junyi Wang, Zhang Zhang, Wen Wang, Karsten Kristiansen, Jun Wang. nar, 35(Web-Server-Issue):121-125, 2007. [doi]

2006

When Efficient Model Averaging Out-Performs Boosting and BaggingIan Davidson, Wei Fan. pkdd 2006: 478-486 [doi]

Face Recognition with Image Sets Using Hierarchically Extracted Exemplars from Appearance ManifoldsWei Fan, Dit-Yan Yeung. fgr 2006: 177-182 [doi]

Optimize Cooperative Agents with Organization in Distributed Scheduling SystemWei Fan, Fan Xue. icic 2006: 502-509 [doi]

Reverse testing: an efficient framework to select amongst classifiers under sample selection biasWei Fan, Ian Davidson. kdd 2006: 147-156 [doi]

Locally Linear Models on Face Appearance Manifolds with Application to Dual-Subspace Based ClassificationWei Fan, Dit-Yan Yeung. cvpr 2006: 1384-1390 [doi]

A general framework for accurate and fast regression by data summarization in random decision treesWei Fan, Joe McCloskey, Philip S. Yu. kdd 2006: 136-146 [doi]

An Traceable Electronic Cash Model Based on Group SignatureChaoqin Lei, Weidong Kou, Kai Fan, Wei Fan. csreaEEE 2006: 209-214

Facial Expression Recognition using Advanced Local Binary Patterns, Tsallis Entropies and Global Appearance FeaturesShu Liao, Wei Fan, Albert C. S. Chung, Dit-Yan Yeung. icip 2006: 665-668 [doi]

Discovering Unrevealed Properties of Probability Estimation Trees: On Algorithm Selection and Performance ExplanationKun Zhang, Wei Fan, Bill P. Buckles, Xiaojing Yuan, Zujia Xu. icdm 2006: 741-752 [doi]

Forecasting Skewed Biased Stochastic Ozone Days: Analyses and SolutionsKun Zhang, Wei Fan, Xiaojing Yuan, Ian Davidson, Xiangshang Li. icdm 2006: 753-764 [doi]

2005

An Improved Categorization of Classifier s Sensitivity on Sample Selection BiasWei Fan, Ian Davidson, Bianca Zadrozny, Philip S. Yu. icdm 2005: 605-608 [doi]

Making Data Mining Models Useful to Model Non-paying Customers of Exchange CarriersWei Fan, Janek Mathuria, Chang-Tien Lu. sdm 2005:

Video-Based Face Recognition Using Bayesian Inference ModelWei Fan, Yunhong Wang, Tieniu Tan. avbpa 2005: 122-130 [doi]

Effective Estimation of Posterior Probabilities: Explaining the Accuracy of Randomized Decision Tree ApproachesWei Fan, Ed Greengrass, Joe McCloskey, Philip S. Yu, Kevin Drummey. icdm 2005: 154-161 [doi]

Local manifold matching for face recognitionWei Liu, Wei Fan, Yunhong Wang, Tieniu Tan. icip 2005: 926-929 [doi]

Maximizing Tree Diversity by Building Complete-Random Decision TreesFei Tony Liu, Kai Ming Ting, Wei Fan. pakdd 2005: 605-610 [doi]

2004

Mining Extremely Skewed Trading AnomaliesWei Fan, Philip S. Yu, Haixun Wang. edbt 2004: 801-810 [doi]

Using artificial anomalies to detect unknown and known network intrusionsWei Fan, Matthew Miller, Salvatore J. Stolfo, Wenke Lee, Philip K. Chan. kais, 6(5):507-527, 2004. [doi]

On the Optimality of Probability Estimation by Random Decision TreesWei Fan. AAAI 2004: 336-341

Combining Null Space-based Gabor Features for Face RecognitionWei Fan, Yunhong Wang, Wei Liu, Tieniu Tan. icpr 2004: 330-333 [doi]

Active Mining of Data StreamsWei Fan, Yi-an Huang, Haixun Wang, Philip S. Yu. sdm 2004: [doi]

Decision Tree Evolution Using Limited Number of Labeled Data Items from Drifting Data StreamsWei Fan, Yi-an Huang, Philip S. Yu. icdm 2004: 379-382 [doi]

StreamMiner: A Classifier Ensemble-based Engine to Mine Concept-drifting Data StreamsWei Fan. VLDB 2004: 1257-1260 [doi]

Systematic data selection to mine concept-drifting data streamsWei Fan. kdd 2004: 128-137 [doi]

A Fast Algorithm for Subspace Clustering by Pattern SimilarityHaixun Wang, Fang Chu, Wei Fan, Philip S. Yu, Jian Pei. ssdbm 2004: 51 [doi]

2003

2002

Empirical Comparison of Various Reinforcement Learning Strategies for Sequential Targeted MarketingNaoki Abe, Edwin P. D. Pednault, Haixun Wang, Bianca Zadrozny, Wei Fan, Chidanand Apté. icdm 2002: 3-10 [doi]

Pruning and Dynamic Scheduling of Cost-Sensitive EnsemblesWei Fan, Fang Chu, Haixun Wang, Philip S. Yu. AAAI 2002: 146-151

A Framework for Scalable Cost-sensitive Learning Based on Combing Probabilities and BenefitsWei Fan, Haixun Wang, Philip S. Yu, Salvatore J. Stolfo. sdm 2002: [doi]

Ensemble-based Adaptive Intrusion DetectionWei Fan, Salvatore J. Stolfo. sdm 2002: [doi]

A Fully Distributed Framework for Cost-Sensitive Data MiningWei Fan, Haixun Wang, Philip S. Yu, Salvatore J. Stolfo. icdcs 2002: 445-446 [doi]

Progressive ModelingWei Fan, Haixun Wang, Philip S. Yu, Shaw-hwa Lo, Salvatore J. Stolfo. icdm 2002: 163-170 [doi]

Toward Cost-Sensitive Modeling for Intrusion Detection and ResponseWenke Lee, Wei Fan, Matthew Miller, Salvatore J. Stolfo, Erez Zadok. jcs, 10(1/2):5-22, 2002.

An Index Structure for Pattern Similarity Searching in DNA Microarray DatHaixun Wang, Chang-Shing Perng, Wei Fan, Philip S. Yu. csb 2002: 256-267 [doi]

2001

2000

Web-collaborative filtering: recommending music by crawling the WebWilliam W. Cohen, Wei Fan. cn, 33(1-6):685-698, 2000. [doi]

A Multiple Model Cost-Sensitive Approach for Intrusion DetectionWei Fan, Wenke Lee, Salvatore J. Stolfo, Matthew Miller. ecml 2000: 142-153 [doi]

1999

The Application of AdaBoost for Distributed, Scalable and On-Line LearningWei Fan, Salvatore J. Stolfo, Junxin Zhang. kdd 1999: 362-366 [doi]

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