Table of Contents

• Probabilistic Topic and Role Model for Information Diffusion in Social NetworkHengpeng Xu, Jinmao Wei, Zhenglu Yang, Jianhua Ruan, Jun Wang 0023. 3-15 [doi]
• Topic-Sensitive Influential Paper Discovery in Citation NetworkXin Huang, Chang-An Chen, Changhuan Peng, Xudong Wu, Luoyi Fu, Xinbing Wang. 16-28 [doi]
• Course-Specific Markovian Models for Grade PredictionQian Hu, Huzefa Rangwala. 29-41 [doi]
• A Temporal Topic Model for Noisy MediumsRob Churchill, Lisa Singh, Christo Kirov. 42-53 [doi]
• A CRF-Based Stacking Model with Meta-features for Named Entity RecognitionShifeng Liu, Yifang Sun, Wei Wang, Xiaoling Zhou. 54-66 [doi]
• Adding Missing Words to Regular ExpressionsThomas Rebele, Katerina Tzompanaki, Fabian M. Suchanek. 67-79 [doi]
• Marrying Community Discovery and Role Analysis in Social Media via Topic ModelingGianni Costa, Riccardo Ortale. 80-91 [doi]
• Text Generation Based on Generative Adversarial Nets with Latent VariablesHeng Wang, Zengchang Qin, Tao Wan. 92-103 [doi]
• GEMINIO: Finding Duplicates in a Question HaystackSandya Mannarswamy, Saravanan Chidambaram. 104-114 [doi]
• Fast Converging Multi-armed Bandit Optimization Using Probabilistic Graphical ModelChen Zhao, Kohei Watanabe, Bin Yang, Yu Hirate. 115-127 [doi]
• Leveraging Label Category Relationships in Multi-class CrowdsourcingYuan Jin, Lan Du, Ye Zhu, Mark J. Carman. 128-140 [doi]
• Embedding Knowledge Graphs Based on Transitivity and Asymmetry of RulesMengya Wang, Erhu Rong, Hankui Zhuo, Huiling Zhu. 141-153 [doi]
• SIGNet: Scalable Embeddings for Signed NetworksMohammad Raihanul Islam, B. Aditya Prakash, Naren Ramakrishnan. 157-169 [doi]
• Sub2Vec: Feature Learning for SubgraphsBijaya Adhikari, Yao Zhang, Naren Ramakrishnan, B. Aditya Prakash. 170-182 [doi]
• Interaction Content Aware Network Embedding via Co-embedding of Nodes and EdgesLinchuan Xu, Xiaokai Wei, Jiannong Cao, Philip S. Yu. 183-195 [doi]
• MetaGraph2Vec: Complex Semantic Path Augmented Heterogeneous Network EmbeddingDaokun Zhang, Jie Yin, Xingquan Zhu, Chengqi Zhang. 196-208 [doi]
• Multi-network User Identification via Graph-Aware EmbeddingYang Yang, De-Chuan Zhan, Yi-Feng Wu, Yuan Jiang 0001. 209-221 [doi]
• Knowledge-Based Recommendation with Hierarchical Collaborative EmbeddingZili Zhou, Shaowu Liu, Guandong Xu, Xing Xie, Jun Yin, Yidong Li, Wu Zhang. 222-234 [doi]
• DPNE: Differentially Private Network EmbeddingDepeng Xu, Shuhan Yuan, Xintao Wu, HaiNhat Phan. 235-246 [doi]
• A Generalization of Recurrent Neural Networks for Graph EmbeddingXiao Han, Chunhong Zhang, Chenchen Guo, Yang Ji. 247-259 [doi]
• NE-FLGC: Network Embedding Based on Fusing Local (First-Order) and Global (Second-Order) Network Structure with Node ContentHongyan Xu, Hongtao Liu, Wenjun Wang, Yueheng Sun, Pengfei Jiao. 260-271 [doi]
• Category Multi-representation: A Unified Solution for Named Entity Recognition in Clinical TextsJiangtao Zhang, Juanzi Li, Shuai Wang, Yan Zhang, Yixin Cao 0002, Lei Hou, Xiao-Li Li. 275-287 [doi]
• A Heterogeneous Information Network Method for Entity Set Expansion in Knowledge GraphXiaohuan Cao, Chuan Shi, Yuyan Zheng, Jiayu Ding, Xiaoli Li 0001, Bin Wu. 288-299 [doi]
• Identifying In-App User Actions from Mobile Web LogsBilih Priyogi, Mark Sanderson, Flora Salim, Jeffrey Chan, Martin Tomko, Yongli Ren. 300-311 [doi]
• Harvesting Knowledge from Cultural Heritage Artifacts in Museums of IndiaAbhilasha Sancheti, Paridhi Maheshwari, Rajat Chaturvedi, Anish V. Monsy, Tanya Goyal, Balaji Vasan Srinivasan. 312-324 [doi]
• Query-Based Automatic Training Set Selection for Microblog RetrievalKhaled Albishre, Yuefeng Li, Yue Xu. 325-336 [doi]
• Distributed Representation of Multi-sense Words: A Loss Driven ApproachSaurav Manchanda, George Karypis. 337-349 [doi]
• Active Blocking Scheme Learning for Entity ResolutionJingyu Shao, Qing Wang. 350-362 [doi]
• Mining Relations from Unstructured ContentIsmini Lourentzou, Alfredo Alba, Anni Coden, Anna Lisa Gentile, Daniel Gruhl, Steve Welch. 363-375 [doi]
• Incorporating Word Embeddings into Open Directory Project Based Large-Scale ClassificationKang Min Kim, Dinara Aliyeva, Byung-Ju Choi, SangKeun Lee. 376-388 [doi]
• Inference of a Concise Regular Expression Considering Interleaving from XML DocumentsXiaolan Zhang, Yeting Li, Fanlin Cui, Chunmei Dong, Haiming Chen. 389-401 [doi]
• Accelerating Adaptive Online Learning by Matrix ApproximationYuanyu Wan, Lijun Zhang. 405-417 [doi]
• Cruising or Waiting: A Shared Recommender System for Taxi DriversXiaoting Jiang, Yanyan Shen, Yanmin Zhu. 418-430 [doi]
• A Local Online Learning Approach for Non-linear DataXinxing Yang, Jun Zhou, Peilin Zhao, Cen Chen, Chaochao Chen, Xiaolong Li. 431-443 [doi]
• Contextual Location Imputation for Confined WiFi TrajectoriesElham Naghizade, Jeffrey Chan, Yongli Ren, Martin Tomko. 444-457 [doi]
• Low Redundancy Estimation of Correlation Matrices for Time Series Using Triangular BoundsErik Scharwächter, Fabian Geier, Lukas Faber, Emmanuel Müller. 458-470 [doi]
• Traffic Accident Detection with Spatiotemporal Impact MeasurementMingxuan Yue, Liyue Fan, Cyrus Shahabi. 471-482 [doi]
• MicroGRID: An Accurate and Efficient Real-Time Stream Data Clustering with NoiseZahir Tari, A. Thompson, N. Almusalam, Peter Bertók, A. Mahmood. 483-494 [doi]
• UFSSF - An Efficient Unsupervised Feature Selection for Streaming FeaturesNaif Almusallam, Zahir Tari, Jeffrey Chan, Adil AlHarthi. 495-507 [doi]
• Online Clustering for Evolving Data Streams with Online Anomaly DetectionMilad Chenaghlou, Masud Moshtaghi, Christopher Leckie, Mahsa Salehi. 508-521 [doi]
• An Incremental Dual nu-Support Vector Regression AlgorithmHang Yu, Jie Lu 0001, Guangquan Zhang 0001. 522-533 [doi]
• Text Stream to Temporal Network - A Dynamic Heartbeat Graph to Detect Emerging Events on TwitterZafar Saeed, Rabeeh Ayaz Abbasi, Abida Sadaf, Muhammad Imran Razzak, Guandong Xu. 534-545 [doi]
• Model the Dynamic Evolution of Facial Expression from Image SequencesZhaoxin Huan, Lin Shang. 546-557 [doi]
• Unsupervised Disaggregation of Low Granularity Resource Consumption Time SeriesPantelis Chronis, Giorgos Giannopoulos, Spiros Athanasiou, Spiros Skiadopoulos. 558-570 [doi]
• STARS: Soft Multi-Task Learning for Activity Recognition from Multi-Modal Sensor DataXi Liu, Pang-Ning Tan, Lei Liu. 571-583 [doi]
• A Refined MISD Algorithm Based on Gaussian Process RegressionFeng Zhou, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya, Fang Chen. 584-596 [doi]