Table of Contents

• Discovering High Utility Itemsets Based on the Artificial Bee Colony AlgorithmWei Song 0004, Chaomin Huang. 3-14 [doi]
• A Scalable and Efficient Subgroup Blocking Scheme for Multidatabase Record LinkageThilina Ranbaduge, Dinusha Vatsalan, Peter Christen. 15-27 [doi]
• Efficient Feature Selection Framework for Digital Marketing ApplicationsWei Zhang, Shiladitya Bose, Said Kobeissi, Scott Tomko, Chris Challis. 28-39 [doi]
• Dynamic Feature Selection Algorithm Based on Minimum Vertex Cover of HypergraphXiaojun Xie, Xiaolin Qin. 40-51 [doi]
• Feature Selection for Multiclass Binary DataKushani Perera, Jeffrey Chan, Shanika Karunasekera. 52-63 [doi]
• Scalable Model-Based Cascaded Imputation of Missing DataJacob Montiel, Jesse Read, Albert Bifet, Talel Abdessalem. 64-76 [doi]
• On Reducing Dimensionality of Labeled Data EfficientlyGuoxi Zhang, Tomoharu Iwata, Hisashi Kashima. 77-88 [doi]
• Using Metric Space Indexing for Complete and Efficient Record LinkageÖzgür Akgün, Alan Dearle, Graham N. C. Kirby, Peter Christen. 89-101 [doi]
• Dimensionality Reduction via Community Detection in Small Sample DatasetsKartikeya Bhardwaj, Radu Marculescu. 102-114 [doi]
• An Interaction-Enhanced Feature Selection AlgorithmXiaochuan Tang, Yuanshun Dai, Yanping Xiang, Liang Luo. 115-125 [doi]
• An Extended Random-Sets Model for Fusion-Based Text Feature SelectionAbdullah Semran Alharbi, Yuefeng Li, Yue Xu. 126-138 [doi]
• Attribute Reduction Algorithm Based on Improved Information Gain Rate and Ant Colony OptimizationJipeng Wei, Qianjin Wei, Yimin Wen. 139-150 [doi]
• Efficient Approximate Algorithms for the Closest Pair Problem in High Dimensional SpacesXingyu Cai, Sanguthevar Rajasekaran, Fan Zhang. 151-163 [doi]
• Efficient Compression Technique for Sparse SetsRameshwar Pratap, Ishan Sohony, Raghav Kulkarni. 164-176 [doi]
• It Pays to Be Certain: Unsupervised Record Linkage via Ambiguity MinimizationAnna Jurek, Deepak P.. 177-190 [doi]
• Consensus Community Detection in Multilayer Networks Using Parameter-Free Graph PruningDomenico Mandaglio, Alessia Amelio, Andrea Tagarelli. 193-205 [doi]
• Community Discovery Based on Social Relations and Temporal-Spatial Topics in LBSNsShuai Xu, Jiuxin Cao, Xuelin Zhu, Yi Dong, Bo Liu. 206-217 [doi]
• A Unified Weakly Supervised Framework for Community Detection and Semantic MatchingWenjun Wang, Xiao Liu, Pengfei Jiao, Xue Chen, Di Jin. 218-230 [doi]
• Tapping Community Memberships and Devising a Novel Homophily Modeling Approach for Trust PredictionPulkit Parikh, Manish Gupta 0001, Vasudeva Varma. 231-243 [doi]
• Text-Visualizing Neural Network Model: Understanding Online Financial Textual DataTomoki Ito, Hiroki Sakaji, Kota Tsubouchi, Kiyoshi Izumi, Tatsuo Yamashita. 247-259 [doi]
• MIDA: Multiple Imputation Using Denoising AutoencodersLovedeep Gondara, Ke Wang. 260-272 [doi]
• Dual Control Memory Augmented Neural Networks for Treatment RecommendationsHung Le, Truyen Tran 0001, Svetha Venkatesh. 273-284 [doi]
• Denoising Time Series Data Using Asymmetric Generative Adversarial NetworksSunil Gandhi, Tim Oates, Tinoosh Mohsenin, W. David Hairston. 285-296 [doi]
• Shared Deep Kernel Learning for Dimensionality ReductionXinwei Jiang, Junbin Gao, Xiaobo Liu 0001, Zhihua Cai, Dongmei Zhang, Yuanxing Liu. 297-308 [doi]
• CDSSD: Refreshing Single Shot Object Detection Using a Conv-Deconv NetworkVijay Gabale, Uma Sawant. 309-321 [doi]
• Binary Classification of Sequences Possessing Unilateral Common Factor with AMS and APRYujin Tang, Kei Yonekawa, Mori Kurokawa, Shinya Wada, Kiyohito Yoshihara. 322-334 [doi]
• Automating Reading Comprehension by Generating Question and Answer PairsVishwajeet Kumar, Kireeti Boorla, Yogesh Meena, Ganesh Ramakrishnan, Yuan-Fang Li. 335-348 [doi]
• Emotion Classification with Data Augmentation Using Generative Adversarial NetworksXinyue Zhu, Yifan Liu, Jiahong Li, Tao Wan, Zengchang Qin. 349-360 [doi]
• Trans2Vec: Learning Transaction Embedding via Items and Frequent ItemsetsDang Nguyen 0002, Tu Dinh Nguyen, Wei Luo, Svetha Venkatesh. 361-372 [doi]
• Detecting Complex Sensitive Information via Phrase Structure in Recursive Neural NetworksJan Neerbek, Ira Assent, Peter Dolog. 373-385 [doi]
• A Distance Scaling Method to Improve Density-Based ClusteringYe Zhu, Kai Ming Ting, Maia Angelova. 389-400 [doi]
• Neighbourhood Contrast: A Better Means to Detect Clusters Than DensityBo Chen, Kai Ming Ting. 401-412 [doi]
• Clustering of Multiple Density PeaksBorui Cai, Guangyan Huang, Yong Xiang, Jing He 0004, Guang-Li Huang, Ke Deng, Xiangmin Zhou. 413-425 [doi]
• A New Local Density for Density Peak ClusteringZhishuai Guo, Tianyi Huang, Zhiling Cai, William Zhu. 426-438 [doi]
• An Efficient Ranking-Centered Density-Based Document Clustering MethodWathsala Anupama Mohotti, Richi Nayak. 439-451 [doi]
• Fast Manifold Landmarking Using Locality-Sensitive HashingZay Maung Maung Aye, Benjamin I. P. Rubinstein, Kotagiri Ramamohanarao. 452-464 [doi]
• Equitable Conceptual Clustering Using OWA OperatorNoureddine Aribi, Abdelkader Ouali, Yahia Lebbah, Samir Loudni. 465-477 [doi]
• Unsupervised Extremely Randomized TreesKevin Dalleau, Miguel Couceiro, Malika Smaïl-Tabbone. 478-489 [doi]
• Local Graph Clustering by Multi-network Random Walk with RestartYaowei Yan, Dongsheng Luo, Jingchao Ni, Hongliang Fei, Wei Fan, Xiong Yu, John Yen, Xiang Zhang 0001. 490-501 [doi]
• Scalable Approximation Algorithm for Graph SummarizationMaham Anwar Beg, Muhammad Ahmad, Arif Zaman, Imdadullah Khan. 502-514 [doi]
• RIPEx: Extracting Malicious IP Addresses from Security Forums Using Cross-Forum LearningJoobin Gharibshah, Evangelos E. Papalexakis, Michalis Faloutsos. 517-529 [doi]
• Pattern-Mining Based Cryptanalysis of Bloom Filters for Privacy-Preserving Record LinkagePeter Christen, Anushka Vidanage, Thilina Ranbaduge, Rainer Schnell. 530-542 [doi]
• A Privacy Preserving Bayesian Optimization with High EfficiencyThanh Dai Nguyen, Sunil Gupta, Santu Rana, Svetha Venkatesh. 543-555 [doi]
• Randomizing SVM Against Adversarial Attacks Under UncertaintyYan Chen, Wei Wang, Xiangliang Zhang. 556-568 [doi]
• One for the Road: Recommending Male Street AttireDebopriyo Banerjee, Niloy Ganguly, Shamik Sural, Krothapalli Sreenivasa Rao. 571-582 [doi]
• Context-Aware Location Annotation on Mobility Records Through User GroupingYong Zhang, Hua Wei, Xuelian Lin, Fei Wu, Zhenhui Li, Kaiheng Chen, Yuandong Wang, Jie Xu. 583-596 [doi]
• A Joint Optimization Approach for Personalized Recommendation DiversificationXiaojie Wang, Jianzhong Qi, Kotagiri Ramamohanarao, Yu Sun, Bo Li, Rui Zhang. 597-609 [doi]
• Personalized Item-of-Interest Recommendation on Storage Constrained Smartphone Based on Word Embedding QuantizationSi-Ying Huang, Yung-Yu Chen, Hung-Yuan Chen, Lun-Chi Chen, Yao-Chung Fan. 610-621 [doi]
• Topic-Specific Retweet Count Ranking for WeiboHangyu Mao, Yang Xiao, Yuan Wang, Jiakang Wang, Zhen Xiao. 625-637 [doi]
• Motif-Aware Diffusion Network InferenceQi Tan, Yang Liu, Jiming Liu 0001. 638-650 [doi]
• Tri-Fly: Distributed Estimation of Global and Local Triangle Counts in Graph StreamsKijung Shin, Mohammad Hammoud, Euiwoong Lee, Jinoh Oh, Christos Faloutsos. 651-663 [doi]
• WFSM-MaxPWS: An Efficient Approach for Mining Weighted Frequent Subgraphs from Edge-Weighted Graph DatabasesMd. Ashraful Islam, Chowdhury Farhan Ahmed, Carson K. Leung, Calvin S. H. Hoi. 664-676 [doi]
• A Game-Theoretic Adversarial Approach to Dynamic Network PredictionJia Li, Brian D. Ziebart, Tanya Y. Berger-Wolf. 677-688 [doi]
• Targeted Influence Minimization in Social NetworksXinjue Wang, Ke Deng, Jianxin Li, Jeffrey Xu Yu, Christian S. Jensen, Xiaochun Yang 0001. 689-700 [doi]
• Maximizing Social Influence on Target UsersYu Ting Wen, Wen-Chih Peng, Hong-Han Shuai. 701-712 [doi]
• Team Expansion in Collaborative EnvironmentsLun Zhao, Yuan Yao 0001, Guibing Guo, Hanghang Tong, Feng Xu, Jian Lu. 713-725 [doi]
• HashAlign: Hash-Based Alignment of Multiple GraphsMark Heimann, Wei Lee, Shengjie Pan, Kuan-Yu Chen, Danai Koutra. 726-739 [doi]
• Evaluating and Analyzing Reliability over Decentralized and Complex NetworksJaron Mar, Jiamou Liu, Yanni Tang, Wu Chen, Tianyi Sun. 740-751 [doi]
• Efficient Exact and Approximate Algorithms for Computing Betweenness Centrality in Directed GraphsMostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem. 752-764 [doi]
• Forecasting Bitcoin Price with Graph ChainletsCuneyt Gurcan Akcora, Asim Kumer Dey, Yulia R. Gel, Murat Kantarcioglu. 765-776 [doi]
• Information Propagation Trees for Protest Event PredictionJeffery Ansah, Wei Kang, Lin Liu, Jixue Liu, Jiuyong Li. 777-789 [doi]
• Predictive Team Formation Analysis via Feature Representation Learning on Social NetworksLo Pang-Yun Ting, Cheng-Te Li, Kun-Ta Chuang. 790-802 [doi]
• Leveraging Local Interactions for Geolocating Social Media UsersMohammad Ebrahimi, Elaheh Shafieibavani, Raymond K. Wong, Fang Chen. 803-815 [doi]
• Utilizing Sequences of Touch Gestures for User Verification on Mobile DevicesLiron Ben Kimon, Yisroel Mirsky, Lior Rokach, Bracha Shapira. 816-828 [doi]