Table of Contents

• CTROF: A Collaborative Tweet Ranking Framework for Online Personalized RecommendationKaisong Song, Daling Wang, Shi Feng, Yifei Zhang, Wen Qu, Ge Yu. 1-12 [doi]
• Two-Phase Layered Learning Recommendation via Category StructureKe-ji, Hong Shen, Hui Tian, Yanbo Wu, Jun Wu. 13-24 [doi]
• Dynamic Circle Recommendation: A Probabilistic ModelFan-Kai Chou, Meng-Fen Chiang, Yi-Cheng Chen, Wen-Chih Peng. 25-37 [doi]
• HOSLIM: Higher-Order Sparse LInear Method for Top-N Recommender SystemsEvangelia Christakopoulou, George Karypis. 38-49 [doi]
• Mining GPS Data for Trajectory RecommendationPeifeng Yin, Mao Ye, Wang-Chien Lee, Zhenhui Li. 50-61 [doi]
• Gaussian Processes Autoencoder for Dimensionality ReductionXinwei Jiang, Junbin Gao, Xia Hong, Zhihua Cai. 62-73 [doi]
• Semi-supervised Feature Analysis for Multimedia Annotation by Mining Label CorrelationXiaojun Chang, Haoquan Shen, Sen Wang, Jiajun Liu, Xue Li. 74-85 [doi]
• Highly Scalable Attribute Selection for Averaged One-Dependence EstimatorsShenglei Chen, Ana M. Martínez, Geoffrey I. Webb. 86-97 [doi]
• A New Evaluation Function for Entropy-Based Feature Selection from Incomplete DataWenhao Shu, Hong Shen, Yingpeng Sang, Yidong Li, Jun Wu. 98-109 [doi]
• Constrained Least Squares Regression for Semi-Supervised LearningBo Liu, Liping Jing, Jian Yu, Jia Li. 110-121 [doi]
• Machine Learning Approaches for Interactive VerificationYu-Cheng Chou, Hsuan-Tien Lin. 122-133 [doi]
• Positional Translation Language Model for Ad-Hoc Information RetrievalXinhui Tu, Jing Luo, Bo Li, Tingting He, Jinguang Gu. 134-145 [doi]
• Topic Modeling Using Collapsed Typed Dependency RelationsElnaz Delpisheh, Aijun An. 146-161 [doi]
• An Iterative Fusion Approach to Graph-Based Semi-Supervised Learning from Multiple ViewsYang Wang, Jian Pei, Xuemin Lin, Qing Zhang, Wenjie Zhang. 162-173 [doi]
• Crime Forecasting Using Spatio-temporal Pattern with Ensemble LearningChung-Hsien Yu, Wei Ding 0003, Ping Chen, Melissa Morabito. 174-185 [doi]
• NLPMM: A Next Location Predictor with Markov ModelingMeng Chen, Yang Liu, Xiaohui Yu. 186-197 [doi]
• Beyond Poisson: Modeling Inter-Arrival Time of Requests in a DatacenterDa-Cheng Juan, Lei Li, Huan-Kai Peng, Diana Marculescu, Christos Faloutsos. 198-209 [doi]
• Brownian Bridge Model for High Resolution Location PredictionsMiao Lin, Wen-Jing Hsu. 210-221 [doi]
• Mining Correlation Patterns among Appliances in Smart Home EnvironmentYi-Cheng Chen, Chien-Chih Chen, Wen-Chih Peng, Wang-Chien Lee. 222-233 [doi]
• Shifting Hypergraphs by Probabilistic VotingYang Wang, Xuemin Lin, Qing Zhang, Lin Wu. 234-246 [doi]
• Extensions to Quantile Regression Forests for Very High-Dimensional DataNguyen Thanh Tung, Joshua Zhexue Huang, Imran Khan, Mark Junjie Li, Graham J. Williams. 247-258 [doi]
• Inducing Controlled Error over Variable Length Ranked ListsLaurence A. F. Park, Glenn Stone. 259-270 [doi]
• Com2: Fast Automatic Discovery of Temporal ('Comet') CommunitiesMiguel Araujo, Spiros Papadimitriou, Stephan Günnemann, Christos Faloutsos, Prithwish Basu, Ananthram Swami, Evangelos E. Papalexakis, Danai Koutra. 271-283 [doi]
• A Graphical Model for Collective Behavior Learning Using Minority GamesFarhan Khawar, Zengchang Qin. 284-295 [doi]
• Finding Better Topics: Features, Priors and ConstraintsXiaona Wu, Jia Zeng, Jianfeng Yan, Xiaosheng Liu. 296-310 [doi]
• Finding Well-Clusterable Subspaces for High Dimensional Data - A Numerical One-Dimension ApproachChuanren Liu, Tianming Hu, Yong Ge, Hui Xiong. 311-323 [doi]
• Determine Optimal Number of Clusters with an Elitist Evolutionary ApproachLydia Boudjeloud-Assala, Minh Thuy Ta. 324-335 [doi]
• CrowdorderingToshiko Matsui, Yukino Baba, Toshihiro Kamishima, Hisashi Kashima. 336-347 [doi]
• Document Clustering with an Augmented Nonnegative Matrix Factorization ModelZunyan Xiong, Yizhou Zang, Xingpeng Jiang, Xiaohua Hu. 348-359 [doi]
• Visualization of PICO Elements for Information Needs Clarification and Query RefinementWan-Tze Vong, Patrick Hang Hui Then. 360-372 [doi]
• Mining Biomedical Literature and Ontologies for Drug Repositioning DiscoveryChih-Ping Wei, Kuei-An Chen, Lien-Chin Chen. 373-384 [doi]
• Inferring Metapopulation Based Disease Transmission NetworksXiaofei Yang, Jiming Liu, William Kwok-Wai Cheung, Xiao-Nong Zhou. 385-399 [doi]
• A Novel Framework to Improve siRNA Efficacy PredictionBui Thang Ngoc. 400-412 [doi]
• A Selectively Re-train Approach Based on Clustering to Classify Concept-Drifting Data Streams with Skewed DistributionDandan Zhang, Hong Shen, Tian Hui, Yidong Li, Jun Wu, Yingpeng Sang. 413-424 [doi]
• Recurring and Novel Class Detection in Concept-Drifting Data Streams Using Class-Based EnsembleMohammad Raihanul Islam. 425-436 [doi]
• Detecting Changes in Rare Patterns from Data StreamsDavid Tse Jung Huang, Yun Sing Koh, Gillian Dobbie, Russel Pears. 437-448 [doi]
• Noise-Tolerant Approximate Blocking for Dynamic Real-Time Entity ResolutionHuizhi Liang, Yanzhe Wang, Peter Christen, Ross W. Gayler. 449-460 [doi]
• A Relevance Weighted Ensemble Model for Anomaly Detection in Switching Data StreamsMahsa Salehi, Christopher A. Leckie, Masud Moshtaghi, Tharshan Vaithianathan. 461-473 [doi]
• MultiAspectSpotting: Spotting Anomalous Behavior within Count Data Using TensorKoji Maruhashi, Nobuhiro Yugami. 474-485 [doi]
• Outlier Detection Based on Leave-One-Out Density Using Binary Decision DiagramsTakuro Kutsuna, Akihiro Yamamoto. 486-497 [doi]
• Rare Category Detection on O(dN) Time ComplexityZhenguang Liu, Hao Huang, Qinming He, Kevin Chiew, Lianhang Ma. 498-509 [doi]
• Improving iForest with Relative MassSunil Aryal, Kai Ming Ting, Jonathan R. Wells, Takashi Washio. 510-521 [doi]
• Domain Transfer via Multiple Sources RegularizationShaofeng Hu, Jiangtao Ren, Changshui Zhang, Chaogui Zhang. 522-533 [doi]
• Mining Diversified Shared Decision Tree Sets for Discovering Cross Domain SimilaritiesGuozhu Dong, Qian Han. 534-547 [doi]
• Semi-supervised Clustering on Heterogeneous Information NetworksChen Luo, Wei Pang, Zhe Wang. 548-559 [doi]
• A Content-Based Matrix Factorization Model for Recipe RecommendationChia-Jen Lin, Tsung-Ting Kuo, Shou-de Lin. 560-571 [doi]
• Unsupervised Analysis of Web Page Semantic Structures by Hierarchical Bayesian ModelingMinoru Yoshida, Kazuyuki Matsumoto, Kenji Kita, Hiroshi Nakagawa. 572-583 [doi]
• For User-Driven Software Evolution: Requirements Elicitation Derived from Mining Online ReviewsWei Jiang, Haibin Ruan, Li Zhang, Philip Lew, Jing Jiang. 584-595 [doi]
• Automatic Fake Followers Detection in Chinese Micro-blogging SystemYi Shen, Jianjun Yu, Kejun Dong, Kai Nan. 596-607 [doi]
• Constrained-hLDA for Topic Discovery in Chinese MicroblogsWei Wang, Hua Xu, Weiwei Yang, Xiaoqiu Huang. 608-619 [doi]