Abstract is missing.
- Emotion Cause Detection for Chinese Micro-Blogs Based on ECOCC ModelKai Gao, Hua Xu, Jiushuo Wang. 3-14 [doi]
- Parallel Recursive Deep Model for Sentiment AnalysisChangliang Li, Bo Xu, Gaowei Wu, Saike He, Guanhua Tian, Yujun Zhou. 15-26 [doi]
- Sentiment Analysis in Transcribed UtterancesNir Ofek, Gilad Katz, Bracha Shapira, Yedidya Bar-Zev. 27-38 [doi]
- Rating Entities and Aspects Using a Hierarchical ModelXun Wang, Katsuhito Sudoh, Masaaki Nagata. 39-51 [doi]
- Sentiment Analysis on Microblogging by Integrating Text and Image FeaturesYaowen Zhang, Lin Shang, Xiuyi Jia. 52-63 [doi]
- TSum4act: A Framework for Retrieving and Summarizing Actionable Tweets During a Disaster for ReactionMinh-Tien Nguyen, Asanobu Kitamoto, Tri Thanh Nguyen. 64-75 [doi]
- Evolving Chinese Restaurant Processes for Modeling Evolutionary Traces in Temporal DataPeng Wang, Chuan Zhou, Peng Zhang, Weiwei Feng, Li Guo, Binxing Fang. 79-91 [doi]
- Small-Variance Asymptotics for Bayesian Nonparametric Models with ConstraintsCheng Li, Santu Rana, Dinh Q. Phung, Svetha Venkatesh. 92-105 [doi]
- Spectral Clustering for Large-Scale Social Networks via a Pre-Coarsening Sampling based NystrÖm MethodYing Kang, Bo Yu, Weiping Wang, Dan Meng. 106-118 [doi]
- pcStream: A Stream Clustering Algorithm for Dynamically Detecting and Managing Temporal ContextsYisroel Mirsky, Bracha Shapira, Lior Rokach, Yuval Elovici. 119-133 [doi]
- Clustering Over Data Streams Based on Growing Neural GasMohammed Ghesmoune, Mustapha Lebbah, Hanene Azzag. 134-145 [doi]
- Computing and Mining ClustCube Cubes EfficientlyAlfredo Cuzzocrea. 146-161 [doi]
- Contextual Anomaly Detection Using Log-Linear Tensor FactorizationAlpa Jayesh Shah, Christian Desrosiers, Robert Sabourin. 165-176 [doi]
- A Semi-Supervised Framework for Social Spammer DetectionZhaoxing Li, Xianchao Zhang, Hua Shen, Wenxin Liang, Zengyou He. 177-188 [doi]
- Fast One-Class Support Vector Machine for Novelty DetectionTrung Le, Dinh Phung, Khanh Nguyen, Svetha Venkatesh. 189-200 [doi]
- ND-Sync: Detecting Synchronized Fraud ActivitiesMaria Giatsoglou, Despoina Chatzakou, Neil Shah, Alex Beutel, Christos Faloutsos, Athena Vakali. 201-214 [doi]
- An Embedding Scheme for Detecting Anomalous Block Structured GraphsLida Rashidi, Sutharshan Rajasegarar, Christopher Leckie. 215-227 [doi]
- A Core-Attach Based Method for Identifying Protein Complexes in Dynamic PPI NetworksJiawei Luo, Chengchen Liu, Tu Hoang Nguyen. 228-239 [doi]
- Mining Uncertain Sequential Patterns in Iterative MapReduceJiaqi Ge, Yuni Xia, Jian Wang. 243-254 [doi]
- Quality Control for Crowdsourced POI CollectionShunsuke Kajimura, Yukino Baba, Hiroshi Kajino, Hisashi Kashima. 255-267 [doi]
- Towards Efficient Sequential Pattern Mining in Temporal Uncertain DatabasesJiaqi Ge, Yuni Xia, Jian Wang. 268-279 [doi]
- Preference-Based Top-k Representative Skyline Queries on Uncertain DatabasesHa Thanh Huynh Nguyen, Jinli Cao. 280-292 [doi]
- Cluster Sequence Mining: Causal Inference with Time and Space Proximity Under UncertaintyYoshiyuki Okada, Ken-ichi Fukui, Koichi Moriyama, Masayuki Numao. 293-304 [doi]
- Achieving Accuracy Guarantee for Answering Batch Queries with Differential PrivacyDong Huang, Shuguo Han, Xiaoli Li. 305-316 [doi]
- Automated Classification of Passing in FootballMichael Horton, Joachim Gudmundsson, Sanjay Chawla, Joël Estephan. 319-330 [doi]
- Stabilizing Sparse Cox Model Using Statistic and Semantic Structures in Electronic Medical RecordsShivapratap Gopakumar, Tu Dinh Nguyen, Truyen Tran, Dinh Q. Phung, Svetha Venkatesh. 331-343 [doi]
- Predicting Next Locations with Object Clustering and Trajectory ClusteringMeng Chen, Yang Liu, Xiaohui Yu. 344-356 [doi]
- A Plane Moving Average Algorithm for Short-Term Traffic Flow PredictionLei Lv, Meng Chen, Yang Liu, Xiaohui Yu. 357-369 [doi]
- Recommending Profitable Taxi Travel Routes Based on Big Taxi Trajectories DataWenxin Yang, Xin Wang, Seyyed Mohammadreza Rahimi, Jun Luo. 370-382 [doi]
- Semi Supervised Adaptive Framework for Classifying Evolving Data StreamAhsanul Haque, Latifur Khan, Michael Baron. 383-394 [doi]
- Cost-Sensitive Feature Selection on Heterogeneous DataWenbin Qian, Wenhao Shu, Jun Yang, Yinglong Wang. 397-408 [doi]
- A Feature Extraction Method for Multivariate Time Series Classification Using Temporal PatternsPei-Yuan Zhou, Keith C. C. Chan. 409-421 [doi]
- Scalable Outlying-Inlying Aspects Discovery via Feature RankingNguyen Xuan Vinh, Jeffrey Chan, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao, Jian Pei. 422-434 [doi]
- A DC Programming Approach for Sparse Optimal ScoringHoai An Le Thi, Phan Duy Nhat. 435-446 [doi]
- Graph Based Relational Features for Collective ClassificationImmanuel Bayer, Uwe Nagel, Steffen Rendle. 447-458 [doi]
- A New Feature Sampling Method in Random Forests for Predicting High-Dimensional DataThanh Tung Nguyen, He Zhao, Joshua Zhexue Huang, Thuy Thi Nguyen, Mark Junjie Li. 459-470 [doi]
- Seamlessly Integrating Effective Links with Attributes for Networked Data ClassificationYangyang Zhao, Zhengya Sun, Changsheng Xu, Hongwei Hao. 473-484 [doi]
- Clustering on Multi-source Incomplete Data via Tensor Modeling and FactorizationWeixiang Shao, LiFang He, Philip S. Yu. 485-497 [doi]
- Locally Optimized Hashing for Nearest Neighbor SearchSeiya Tokui, Issei Sato, Hiroshi Nakagawa. 498-509 [doi]
- Do-Rank: DCG Optimization for Learning-to-Rank in Tag-Based Item Recommendation SystemsNoor Ifada, Richi Nayak. 510-521 [doi]
- Efficient Discovery of Recurrent Routine Behaviours in Smart Meter Time Series by Growing SubsequencesJin Wang, Rachel Cardell-Oliver, Wei Liu. 522-533 [doi]
- Convolutional Nonlinear Neighbourhood Components Analysis for Time Series ClassificationYi Zheng, Qi Liu, Enhong Chen, J. Leon Zhao, Liang He, Guangyi Lv. 534-546 [doi]
- Clustering-Based Scalable Indexing for Multi-party Privacy-Preserving Record LinkageThilina Ranbaduge, Dinusha Vatsalan, Peter Christen. 549-561 [doi]
- Efficient Interactive Training Selection for Large-Scale Entity ResolutionQing Wang, Dinusha Vatsalan, Peter Christen. 562-573 [doi]
- Unsupervised Blocking Key Selection for Real-Time Entity ResolutionBanda Ramadan, Peter Christen. 574-585 [doi]
- Incorporating Probabilistic Knowledge into Topic ModelsLiang Yao, Yin Zhang, Baogang Wei, Hongze Qian, Yibing Wang. 586-597 [doi]
- Learning Focused Hierarchical Topic Models with Semi-Supervision in MicroblogsAnton Slutsky, Xiaohua Hu, Yuan An. 598-609 [doi]
- Predicting Future Links Between Disjoint Research Areas Using Heterogeneous Bibliographic Information NetworkYakub Sebastian, Eu-Gene Siew, Sylvester Olubolu Orimaye. 610-621 [doi]
- CPT+: Decreasing the Time/Space Complexity of the Compact Prediction TreeTed Gueniche, Philippe Fournier-Viger, Rajeev Raman, Vincent S. Tseng. 625-636 [doi]
- Mining Association Rules in Graphs Based on Frequent Cohesive ItemsetsTayena Hendrickx, Boris Cule, Pieter Meysman, Stefan Naulaerts, Kris Laukens, Bart Goethals. 637-648 [doi]
- Mining High Utility Itemsets in Big DataYing Chun Lin, Cheng-Wei Wu, Vincent S. Tseng. 649-661 [doi]
- Decomposition Based SAT Encodings for Itemset Mining ProblemsSaïd Jabbour, Lakhdar Sais, Yakoub Salhi. 662-674 [doi]
- A Comparative Study on Parallel LDA Algorithms in MapReduce FrameworkYang Gao, Zhenlong Sun, Yi Wang, Xiaosheng Liu, Jianfeng Yan, Jia Zeng. 675-689 [doi]
- Distributed Newton Methods for Regularized Logistic RegressionYong Zhuang, Wei-Sheng Chin, Yu-Chin Juan, Chih-Jen Lin. 690-703 [doi]
- Coupled Matrix Factorization Within Non-IID ContextFangfang Li, Guandong Xu, Longbing Cao. 707-719 [doi]
- Complementary Usage of Tips and Reviews for Location Recommendation in YelpSaurabh Gupta, Sayan Pathak, Bivas Mitra. 720-731 [doi]
- Coupling Multiple Views of Relations for RecommendationBin Fu, Guandong Xu, Longbing Cao, Zhihai Wang, Zhiang Wu. 732-743 [doi]
- Pairwise One Class Recommendation AlgorithmHuimin Qiu, Chunhong Zhang, Jiansong Miao. 744-755 [doi]
- RIT: Enhancing Recommendation with Inferred TrustGuo Yan, Yuan Yao, Feng Xu, Jian Lu. 756-767 [doi]