Table of Contents

• Time-Evolving Relational Classification and Ensemble MethodsRyan A. Rossi, Jennifer Neville. 1-13 [doi]
• Active Learning for Hierarchical Text ClassificationXiao Li, Da Kuang, Charles X. Ling. 14-25 [doi]
• TeamSkill Evolved: Mixed Classification Schemes for Team-Based Multi-player GamesColin DeLong, Jaideep Srivastava. 26-37 [doi]
• A Novel Weighted Ensemble Technique for Time Series ForecastingRatnadip Adhikari, R. K. Agrawal. 38-49 [doi]
• Techniques for Efficient Learning without SearchHoussam Salem, Pramuditha Suraweera, Geoffrey I. Webb, Janice R. Boughton. 50-61 [doi]
• An Aggressive Margin-Based Algorithm for Incremental LearningJuiHsi Fu, SingLing Lee. 62-73 [doi]
• Two-View Online LearningTam T. Nguyen, Kuiyu Chang, Siu Cheung Hui. 74-85 [doi]
• A Generic Classifier-Ensemble Approach for Biomedical Named Entity RecognitionZhihua Liao, Zili Zhang. 86-97 [doi]
• Neighborhood Random ClassificationDjamel Abdelkader Zighed, Diala Ezzeddine, Fabien Rico. 98-108 [doi]
• SRF: A Framework for the Study of Classifier Behavior under Training Set Mislabeling NoiseKatsiaryna Mirylenka, George Giannakopoulos, Themis Palpanas. 109-121 [doi]
• Building Decision Trees for the Multi-class Imbalance ProblemT. Ryan Hoens, Qi Qian, Nitesh V. Chawla, Zhi-Hua Zhou. 122-134 [doi]
• Scalable Random Forests for Massive DataBingguo Li, Xiaojun Chen, Mark Junjie Li, Joshua Zhexue Huang, Shengzhong Feng. 135-146 [doi]
• Hybrid Random Forests: Advantages of Mixed Trees in Classifying Text DataBaoxun Xu, Joshua Zhexue Huang, Graham J. Williams, Mark Junjie Li, Yunming Ye. 147-158 [doi]
• Learning Tree Structure of Label Dependency for Multi-label LearningBin Fu, Zhihai Wang, Rong Pan, Guandong Xu, Peter Dolog. 159-170 [doi]
• Multiple Instance Learning for Group Record LinkageZhichun Fu, Jun Zhou, Peter Christen, Mac Boot. 171-182 [doi]
• Incremental Set Recommendation Based on Class DifferencesYasuyuki Shirai, Koji Tsuruma, Yuko Sakurai, Satoshi Oyama, Shin-ichi Minato. 183-194 [doi]
• Active Learning for Cross Language Text CategorizationYue Liu, Lin Dai, Weitao Zhou, Heyan Huang. 195-206 [doi]
• Evasion Attack of Multi-class Linear ClassifiersHan Xiao, Thomas Stibor, Claudia Eckert. 207-218 [doi]
• Foundation of Mining Class-Imbalanced DataDa Kuang, Charles X. Ling, Jun Du. 219-230 [doi]
• Active Learning with c-CertaintyEileen A. Ni, Charles X. Ling. 231-242 [doi]
• A Term Association Translation Model for Naive Bayes Text ClassificationMeng-Sung Wu, Hsin-Min Wang. 243-253 [doi]
• A Double-Ensemble Approach for Classifying Skewed Data StreamsChongsheng Zhang, Paolo Soda. 254-265 [doi]
• Generating Balanced Classifier-Independent Training Samples from Unlabeled DataYoungja Park, Zijie Qi, Suresh Chari, Ian Molloy. 266-281 [doi]
• Nyström Approximate Model Selection for LSSVMLi-Zhong Ding, Shizhong Liao. 282-293 [doi]
• Exploiting Label Dependency for Hierarchical Multi-label ClassificationNoor Alaydie, Chandan K. Reddy, Farshad Fotouhi. 294-305 [doi]
• Diversity Analysis on Boosting Nominal ConceptsNida Meddouri, Hela Khoufi, Mondher Maddouri. 306-317 [doi]
• Extreme Value Prediction for Zero-Inflated DataFan Xin, Zubin Abraham. 318-329 [doi]
• Learning to Diversify Expert Finding with SubtopicsHang Su, Jie Tang, Wanling Hong. 330-341 [doi]
• An Associative Classifier for Uncertain DatasetsMetanat HooshSadat, Osmar R. Zaïane. 342-353 [doi]
• Neighborhood-Based Smoothing of External Cluster Validity MeasuresKen-ichi Fukui, Masayuki Numao. 354-365 [doi]
• Sequential Entity Group Topic Model for Getting Topic Flows of Entity Groups within One DocumentYoung-Seob Jeong, Ho-Jin Choi. 366-378 [doi]
• Topological Comparisons of Proximity MeasuresDjamel Abdelkader Zighed, Rafik Abdesselam, Asmelash Hadgu. 379-391 [doi]
• Quad-tuple PLSA: Incorporating Entity and Its Rating in Aspect IdentificationWenjuan Luo, Fuzhen Zhuang, Qing He, Zhongzhi Shi. 392-404 [doi]
• Clustering-Based k-AnonymityXianmang He, HuaHui Chen, Yefang Chen, Yihong Dong, Peng Wang, Zhenhua Huang. 405-417 [doi]
• Unsupervised Ensemble Learning for Mining Top-n OutliersJun Gao, Weiming Hu, Zhongfei (Mark) Zhang, Ou Wu. 418-430 [doi]
• Towards Personalized Context-Aware Recommendation by Mining Context Logs through Topic ModelsKuifei Yu, Baoxian Zhang, Hengshu Zhu, Huanhuan Cao, Jilei Tian. 431-443 [doi]
• Mining of Temporal Coherent Subspace Clusters in Multivariate Time Series DatabasesHardy Kremer, Stephan Günnemann, Arne Held, Thomas Seidl. 444-455 [doi]
• A Vertex Similarity Probability Model for Finding Network Community StructureKan Li, Yin Pang. 456-467 [doi]
• Hybrid-ε-greedy for Mobile Context-Aware Recommender SystemDjallel Bouneffouf, Amel Bouzeghoub, Alda Lopes Gançarski. 468-479 [doi]
• Unsupervised Multi-label Text Classification Using a World Knowledge OntologyXiaohui Tao, Yuefeng Li, Raymond Y. K. Lau, Hua Wang. 480-492 [doi]
• Semantic Social Network Analysis with Text CorporaDong-mei Yang, Hui Zheng, Jikun Yan, Ye Jin. 493-504 [doi]
• Visualizing Clusters in Parallel Coordinates for Visual Knowledge DiscoveryYang Xiang, David Fuhry, Ruoming Jin, Ye Zhao, Kun Huang. 505-516 [doi]
• Feature Enriched Nonparametric Bayesian Co-clusteringPu Wang, Carlotta Domeniconi, Huzefa Rangwala, Kathryn B. Laskey. 517-529 [doi]
• Shape-Based Clustering for Time Series DataWarissara Meesrikamolkul, Vit Niennattrakul, Chotirat Ann Ratanamahatana. 530-541 [doi]
• Privacy-Preserving EM Algorithm for Clustering on Social NetworkBin Yang, Issei Sato, Hiroshi Nakagawa. 542-553 [doi]
• Named Entity Recognition and Identification for Finding the Owner of a Home PageVassilis Plachouras, Matthieu Rivière, Michalis Vazirgiannis. 554-565 [doi]
• Clustering and Understanding Documents via Discrimination Information MaximizationMalik Tahir Hassan, Asim Karim. 566-577 [doi]
• A Semi-supervised Incremental Clustering Algorithm for Streaming DataMaria Halkidi, Myra Spiliopoulou, Aikaterini Pavlou. 578-590 [doi]
• Unsupervised Sparse Matrix Co-clustering for Marketing and Sales IntelligenceAnastasios Zouzias, Michail Vlachos, Nikolaos M. Freris. 591-603 [doi]
• Expectation-Maximization Collaborative Filtering with Explicit and Implicit FeedbackBin Wang, Mohammadreza Rahimi, Dequan Zhou, Xin Wang. 604-616 [doi]