Table of Contents

• Joint Classification with Heterogeneous Labels Using Random Walk with Dynamic Label PropagationYongxin Liao, Shenxi Yuan, Jian Chen, Qingyao Wu, Bin Li. 3-13 [doi]
• Hybrid Sampling with Bagging for Class Imbalance LearningYang Lu, Yiu-ming Cheung, Yuan Yan Tang. 14-26 [doi]
• Sparse Adaptive Multi-hyperplane MachineKhanh Nguyen, Trung Le, Vu Nguyen, Dinh Q. Phung. 27-39 [doi]
• Exploring Heterogeneous Product Networks for Discovering Collective Marketing Hyping BehaviorQinzhe Zhang, Qin Zhang, Guodong Long, Peng Zhang, Chengqi Zhang. 40-51 [doi]
• Optimal Training and Efficient Model Selection for Parameterized Large Margin LearningYuxun Zhou, Jae-Yeon Baek, Dan Li, Costas J. Spanos. 52-64 [doi]
• Locally Weighted Ensemble Learning for RegressionMan Yu, Zongxia Xie, Hong Shi, Qinghua Hu. 65-76 [doi]
• Reliable Confidence Predictions Using Conformal PredictionHenrik Linusson, Ulf Johansson, Henrik Boström, Tuve Löfström. 77-88 [doi]
• Grade Prediction with Course and Student Specific ModelsAgoritsa Polyzou, George Karypis. 89-101 [doi]
• Flexible Transfer Learning Framework for Bayesian OptimisationTinu Theckel Joy, Santu Rana, Sunil Kumar Gupta, Svetha Venkatesh. 102-114 [doi]
• A Simple Unlearning Framework for Online Learning Under Concept DriftsSheng-Chi You, Hsuan-Tien Lin. 115-126 [doi]
• User-Guided Large Attributed Graph Clustering with Multiple Sparse AnnotationsJianping Cao, Senzhang Wang, Fengcai Qiao, Hui Wang, Fei-Yue Wang, Philip S. Yu. 127-138 [doi]
• Early-Stage Event Prediction for Longitudinal DataMahtab J. Fard, Sanjay Chawla, Chandan K. Reddy. 139-151 [doi]
• Toxicity Prediction in Cancer Using Multiple Instance Learning in a Multi-task FrameworkCheng Li, Sunil Kumar Gupta, Santu Rana, Wei Luo, Svetha Venkatesh, David Ashely, Dinh Q. Phung. 152-164 [doi]
• Shot Boundary Detection Using Multi-instance Incremental and Decremental One-Class Support Vector MachineHanhe Lin, Jeremiah D. Deng, Brendon J. Woodford. 165-176 [doi]
• Will I Win Your Favor? Predicting the Success of Altruistic RequestsHsun-Ping Hsieh, Rui Yan, Cheng-Te Li. 177-188 [doi]
• Unsupervised and Semi-supervised Dimensionality Reduction with Self-Organizing Incremental Neural Network and Graph Similarity ConstraintsZhiyang Xiang, Zhu Xiao, Yourong Huang, Dong Wang, Bin Fu, Wenjie Chen. 191-202 [doi]
• Cross-View Feature Hashing for Image RetrievalWei Wu, Bin Li, Ling Chen, Chengqi Zhang. 203-214 [doi]
• Towards Automatic Generation of MetafeaturesFábio Pinto, Carlos Soares, João Mendes-Moreira. 215-226 [doi]
• Hash Learning with Convolutional Neural Networks for Semantic Based Image RetrievalJinma Guo, Shifeng Zhang, Jianmin Li. 227-238 [doi]
• Bayesian Group Feature Selection for Support Vector Learning MachinesChangde Du, Changying Du, Shandian Zhe, Ali Luo, Qing He, Guoping Long. 239-252 [doi]
• Active Distance-Based Clustering Using K-MedoidsAmin Aghaee, Mehrdad Ghadiri, Mahdieh Soleymani Baghshah. 253-264 [doi]
• Analyzing Similarities of Datasets Using a Pattern Set KernelA. Ibrahim, P. S. Sastry, Shivakumar Sastry. 265-276 [doi]
• Significant Pattern Mining with Confounding VariablesAika Terada, David duVerle, Koji Tsuda. 277-289 [doi]
• Building Compact Lexicons for Cross-Domain SMT by Mining Near-Optimal Pattern SetsPankaj Singh, Ashish Kulkarni, Himanshu Ojha, Vishwajeet Kumar, Ganesh Ramakrishnan. 290-303 [doi]
• Forest CERN: A New Decision Forest Building TechniqueMd. Nasim Adnan, Md Zahidul Islam. 304-315 [doi]
• Sparse Logistic Regression with Logical FeaturesYuan Zou, Teemu Roos. 316-327 [doi]
• A Nonlinear Label Compression and Transformation Method for Multi-label Classification Using AutoencodersJörg Wicker, Andrey Tyukin, Stefan Kramer 0001. 328-340 [doi]
• Preconditioning an Artificial Neural Network Using Naive BayesNayyar A. Zaidi, François Petitjean, Geoffrey I. Webb. 341-353 [doi]
• OCEAN: Fast Discovery of High Utility Occupancy ItemsetsBilong Shen, Zhaoduo Wen, Ying Zhao, Dongliang Zhou, Weimin Zheng. 354-365 [doi]
• Leveraging Emotional Consistency for Semi-supervised Sentiment ClassificationMinh Luan Nguyen. 369-381 [doi]
• The Effect on Accuracy of Tweet Sample Size for Hashtag Segmentation Dictionary ConstructionLaurence A. F. Park, Glenn Stone. 382-394 [doi]
• Social Identity Link Across Incomplete Social Information Sources Using Anchor Link ExpansionYuxiang Zhang, Lulu Wang, Xiaoli Li, Chunjing Xiao. 395-408 [doi]
• Discovering the Network Backbone from Traffic Activity DataSanjay Chawla, Kiran Garimella, Aristides Gionis, Dominic Tsang. 409-422 [doi]
• A Fast and Complete Enumeration of Pseudo-Cliques for Large GraphsHongjie Zhai, Makoto Haraguchi, Yoshiaki Okubo, Etsuji Tomita. 423-435 [doi]
• Incorporating Heterogeneous Information for Mashup Discovery with Consistent RegularizationYao Wan, Liang Chen, Qi Yu, Tingting Liang, Jian Wu. 436-448 [doi]
• Link Prediction in Schema-Rich Heterogeneous Information NetworkXiaohuan Cao, Yuyan Zheng, Chuan Shi, Jingzhi Li, Bin Wu. 449-460 [doi]
• FastStep: Scalable Boolean Matrix DecompositionMiguel Araujo, Pedro Ribeiro, Christos Faloutsos. 461-473 [doi]
• An Expert-in-the-loop Paradigm for Learning Medical Image GroupingXuan Guo, Qi Yu, Rui Li, Cecilia Ovesdotter Alm, Cara Calvelli, Pengcheng Shi, Anne R. Haake. 477-488 [doi]
• Predicting Post-operative Visual Acuity for LASIK SurgeriesManish Gupta, Prashant Gupta, Pravin K. Vaddavalli, Asra Fatima. 489-501 [doi]
• LBMF: Log-Bilinear Matrix Factorization for Recommender SystemsYunhui Guo, Xin Wang, Congfu Xu. 502-513 [doi]
• An Empirical Study on Hybrid Recommender System with Implicit FeedbackSunhwan Lee, Anca Chandra, Divyesh Jadav. 514-526 [doi]
• Who Will Be Affected by Supermarket Health Programs? Tracking Customer Behavior Changes via Preference ModelingLing Luo, Bin Li, Shlomo Berkovsky, Irena Koprinska, Fang Chen. 527-539 [doi]
• TrafficWatch: Real-Time Traffic Incident Detection and Monitoring Using Social MediaHoang Nguyen, Wei Liu, Paul Rivera, Fang Chen. 540-551 [doi]
• Automated Setting of Bus Schedule Coverage Using Unsupervised Machine LearningJihed Khiari, Luís Moreira-Matias, Vítor Cerqueira, Oded Cats. 552-564 [doi]
• Effective Local Metric Learning for Water Pipe AssessmentMojgan Ghanavati, Raymond K. Wong, Fang Chen, Yang Wang 0002, Simon Fong. 565-577 [doi]
• Classification with Quantification for Air Quality MonitoringSanad Al-Maskari, Eve Bélisle, Xue Li, Sébastien Le Digabel, Amin Nawahda, Jiang Zhong. 578-590 [doi]
• Predicting Unknown Interactions Between Known Drugs and Targets via Matrix CompletionQing Liao, Naiyang Guan, Chengkun Wu, Qian Zhang. 591-604 [doi]