Table of Contents

• A Targeted Retraining Scheme of Unsupervised Word Embeddings for Specific Supervised TasksPengda Qin, Weiran Xu, Jun Guo. 3-14 [doi]
• A Neural Joint Model for Extracting Bacteria and Their LocationsFei Li, Meishan Zhang, Guohong Fu, Dong-Hong Ji. 15-26 [doi]
• Advanced Computation of Sparse Precision Matrices for Big DataAbdelkader Baggag, Halima Bensmail, Jaideep Srivastava. 27-38 [doi]
• Accurate Recognition of the Current Activity in the Presence of Multiple ActivitiesWeihao Cheng, Sarah Erfani, Rui Zhang, Kotagiri Ramamohanarao. 39-50 [doi]
• Modeling Information Sharing Behavior on Q&A ForumsBiru Cui, Shanchieh Jay Yang, Christophan M. Homan. 51-63 [doi]
• Effective Multiclass Transfer for Hypothesis Transfer LearningShuang Ao, Xiang Li, Charles X. Ling. 64-75 [doi]
• Clustering Based on Dominant Set and Cluster ExpansionJian Hou, Wei-Xue Liu. 76-87 [doi]
• Friend Recommendation Considering Preference Coverage in Location-Based Social NetworksFei Yu, Nan Che, Zhijun Li, Kai Li, Shouxu Jiang. 91-105 [doi]
• Contrast Pattern Based Collaborative Behavior Recommendation for Life ImprovementYan Chen, Margot Lisa-Jing Yann, Heidar Davoudi, Joy Choi, Aijun An, Zhen Mei. 106-118 [doi]
• Exploiting Location Significance and User Authority for Point-of-Interest RecommendationYonghong Yu, Hao Wang, Shuanzhu Sun, Yang Gao. 119-130 [doi]
• Personalized Ranking Recommendation via Integrating Multiple FeedbacksJian Liu, Chuan Shi, Binbin Hu, Shenghua Liu, Philip S. Yu. 131-143 [doi]
• Fairness Aware Recommendations on BehanceNatwar Modani, Deepali Jain, Ujjawal Soni, Gaurav Kumar Gupta, Palak Agarwal. 144-155 [doi]
• A Performance Evaluation Model for Taxi Cruising Path Recommendation SystemHuimin Lv, Fang Fang, Yishi Zhao, Yuanyuan Liu, Zhongwen Luo. 156-167 [doi]
• MaP2R: A Personalized Maximum Probability Route Recommendation Method Using GPS TrajectoriesGe Cui, Xin Wang. 168-180 [doi]
• SNE: Signed Network EmbeddingShuhan Yuan, Xintao Wu, Yang Xiang. 183-195 [doi]
• mHUIMiner: A Fast High Utility Itemset Mining Algorithm for Sparse DatasetsAlex Yuxuan Peng, Yun Sing Koh, Patricia Riddle. 196-207 [doi]
• Partial Tree-Edit Distance: A Solution to the Default Class Problem in Pattern-Based Tree ClassificationMaciej Piernik, Tadeusz Morzy. 208-219 [doi]
• A Domain-Agnostic Approach to Spam-URL Detection via RedirectsHeeyoung Kwon, Mirza Basim Baig, Leman Akoglu. 220-232 [doi]
• Automatic and Effective Mining of Coevolving Online ActivitiesThinh Minh Do, Yasuko Matsubara, Yasushi Sakurai. 233-246 [doi]
• Keeping Priors in Streaming Bayesian LearningAnh Nguyen Duc, Ngo Van Linh, Nguyen Kim Anh, Khoat Than. 247-258 [doi]
• Efficient Training of Adaptive Regularization of Weight Vectors for Semi-structured TextTomoya Iwakura. 261-272 [doi]
• Behavior-Based Location Recommendation on Location-Based Social NetworksSeyyed Mohammadreza Rahimi, Xin Wang, Behrouz Far. 273-285 [doi]
• Integer Linear Programming for Pattern Set Mining; with an Application to TilingAbdelkader Ouali, Albrecht Zimmermann, Samir Loudni, Yahia Lebbah, Bruno Crémilleux, Patrice Boizumault, Lakhdar Loukil. 286-299 [doi]
• Secured Privacy Preserving Data Aggregation with Semi-honest ServersZhigang Lu, Hong Shen. 300-312 [doi]
• Efficient Pedestrian Detection in the Low Resolution via Sparse Representation with Sparse Support RegressionWenhua Fang, Jun Chen, Ruimin Hu. 313-323 [doi]
• Multi-task Representation Learning for Enhanced Emotion Categorization in Short TextAnirban Sen, Manjira Sinha, Sandya Mannarswamy, Shourya Roy. 324-336 [doi]
• Fine-Grained Emotion Detection in Contact Center Chat UtterancesShreshtha Mundra, Anirban Sen, Manjira Sinha, Sandya Mannarswamy, Sandipan Dandapat, Shourya Roy. 337-349 [doi]
• Dependency-Tree Based Convolutional Neural Networks for Aspect Term ExtractionHai Ye, Zichao Yan, Zhunchen Luo, Wen-Han Chao. 350-362 [doi]
• Topic Modeling over Short Texts by Incorporating Word EmbeddingsJipeng Qiang, Ping Chen, Tong Wang, Xindong Wu. 363-374 [doi]
• Mining Drug Properties for Decision Support in Dental ClinicsWeePheng Goh, Xiaohui Tao, Ji Zhang, Jianming Yong. 375-387 [doi]
• PURE: A Novel Tripartite Model for Review Sentiment Analysis and RecommendationYue Xue, Liutong Xu, Hai Huang, Yao Cheng. 388-400 [doi]
• Multi-View Matrix Completion for Clustering with Side InformationPeng Zhao, Yuan Jiang, Zhi-Hua Zhou. 403-415 [doi]
• Weighted NMF-Based Multiple Sparse Views Clustering for Web ItemsXiaolong Gong, Fuwei Wang, Linpeng Huang. 416-428 [doi]
• Parallel Visual Assessment of Cluster Tendency on GPUTao Meng, Bo Yuan. 429-440 [doi]
• Clustering Complex Data Represented as Propositional FormulasAbdelhamid Boudane, Saïd Jabbour, Lakhdar Sais, Yakoub Salhi. 441-452 [doi]
• Deep Bayesian Matrix FactorizationSotirios P. Chatzis. 453-464 [doi]
• Mining Competitive Pairs Hidden in Co-location Patterns from Dynamic Spatial DatabasesJunli Lu, Lizhen Wang, Yuan Fang, Momo Li. 467-480 [doi]
• Utility Aware Clustering for Publishing Transactional DataMichael Bewong, Jixue Liu, Lin Liu 0003, Jiuyong Li. 481-494 [doi]
• Self-tuning Filers - Overload Prediction and Preventive Tuning Using Pruned Random ForestKumar Dheenadayalan, Gopalakrishnan Srinivasaraghavan, V. N. Muralidhara. 495-507 [doi]
• A Centrality-Based Local-First Approach for Analyzing Overlapping Communities in Dynamic NetworksXiman Chen, Heli Sun, Hongxia Du, Jianbin Huang, Ke Liu. 508-520 [doi]
• Web-Scale Personalized Real-Time Recommender System on SuumoShiyingxue Li, Shimpei Nomura, Yohei Kikuta, Kazuma Arino. 521-538 [doi]
• Modeling Contextual Changes in User Behaviour in Fashion e-CommerceAshay Tamhane, Sagar Arora, Deepak Warrier. 539-550 [doi]
• Weighted Ensemble Classification of Multi-label Data StreamsLulu Wang, Hong Shen, Hui Tian. 551-562 [doi]
• Improving One-Class Collaborative Filtering with Manifold Regularization by Data-driven Feature RepresentationYen-Chieh Lien, Pu-Jen Cheng. 565-577 [doi]
• Stable Bayesian OptimizationThanh Dai Nguyen, Sunil Kumar Gupta, Santu Rana, Svetha Venkatesh. 578-591 [doi]
• An Exponential Time-Aware Recommendation Model for Mobile Notification ServicesChenglin Zeng, Laizhong Cui, Zhi Wang. 592-603 [doi]
• Discovering Periodic Patterns in Non-uniform Temporal DatabasesR. Uday Kiran, J. N. Venkatesh, Philippe Fournier-Viger, Masashi Toyoda, P. Krishna Reddy, Masaru Kitsuregawa. 604-617 [doi]
• Discovering Both Explicit and Implicit Similarities for Cross-Domain RecommendationQuan Do, Wei Liu 0007, Fang Chen. 618-630 [doi]
• Mining Recurrent Patterns in a Dynamic Attributed GraphZhi-cheng, Frédéric Flouvat, Nazha Selmaoui-Folcher. 631-643 [doi]
• SS-FIM: Single Scan for Frequent Itemsets Mining in Transactional DatabasesYoucef Djenouri, Marco Comuzzi, Djamel Djenouri. 644-654 [doi]
• Multi-view Regularized Gaussian ProcessesQiuyang Liu, Shiliang Sun. 655-667 [doi]
• A Neural Network Model for Semi-supervised Review Aspect IdentificationYing Ding, Changlong Yu, Jing Jiang. 668-680 [doi]
• Unsupervised Embedding for Latent Similarity by Modeling Heterogeneous MOOC DataZhuoxuan Jiang, Shanshan Feng, Weizheng Chen, Guangtao Wang, Xiaoming Li. 683-695 [doi]
• Matrix-Based Method for Inferring Variable Labels Using Outlines of Data in Data JacketsTeruaki Hayashi, Yukio Ohsawa. 696-707 [doi]
• Integrating Reviews into Personalized Ranking for Cold Start RecommendationGuang-Neng Hu, Xinyu Dai. 708-720 [doi]
• Taste or Addiction?: Using Play Logs to Infer Song Selection MotivationKosetsu Tsukuda, Masataka Goto. 721-733 [doi]
• Understanding Drivers' Safety by Fusing Large Scale Vehicle Recorder Dataset and Heterogeneous Circumstantial DataDaisaku Yokoyama, Masashi Toyoda, Masaru Kitsuregawa. 734-746 [doi]
• Query-oriented Graph ClusteringLi-Yen Kuo, Chung-Kuang Chou, Ming-Syan Chen. 749-761 [doi]
• CCCG: Clique Conversion Ratio Driven Clustering of GraphsPrathyush Sambaturu, Kamalakar Karlapalem. 762-773 [doi]
• Mining Cohesive Clusters with Interpretations in Labeled GraphsHongxia Du, Heli Sun, Jianbin Huang, Zhongbin Sun, Liang He, Hong Cheng. 774-785 [doi]
• A SAT-Based Framework for Overlapping Community Detection in NetworksSaïd Jabbour, Nizar Mhadhbi, Badran Raddaoui, Lakhdar Sais. 786-798 [doi]
• Denoising Autoencoder as an Effective Dimensionality Reduction and Clustering of Text DataMilad Leyli-Abadi, Lazhar Labiod, Mohamed Nadif. 801-813 [doi]
• Gradable Adjective Embedding for Commonsense KnowledgeKyungjae Lee, Hyunsouk Cho, Seung-won Hwang. 814-827 [doi]
• Combining Dimensionality Reduction with Random Forests for Multi-label Classification Under Interactivity ConstraintsNoureddine Yassine Nair Benrekia, Pascale Kuntz, Frank Meyer. 828-839 [doi]
• A Generalized Model for Multidimensional IntransitivityJiuding Duan, Jiyi Li, Yukino Baba, Hisashi Kashima. 840-852 [doi]