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    Journal: TKDD

    Volume 12, Issue 6

    0 -- 0Chaochao Chen, Kevin Chen-Chuan Chang, Qibing Li, Xiaolin Zheng. Semi-supervised Learning Meets Factorization: Learning to Recommend with Chain Graph Model
    0 -- 0Xinran He, David Kempe 0001. Stability and Robustness in Influence Maximization
    0 -- 0Can Wang 0004, Chi-Hung Chi, Zhong She, Longbing Cao, Bela Stantic. Coupled Clustering Ensemble by Exploring Data Interdependence
    0 -- 0Mingyang Di, Diego Klabjan, Long Sha, Patrick Lucey. Large-Scale Adversarial Sports Play Retrieval with Learning to Rank
    0 -- 0Xiaoli Liu, Peng Cao 0001, André R. Gonçalves, Dazhe Zhao, Arindam Banerjee. Modeling Alzheimer's Disease Progression with Fused Laplacian Sparse Group Lasso
    0 -- 0Xidao Wen, Yu-Ru Lin, Konstantinos Pelechrinis. Event Analytics via Discriminant Tensor Factorization
    0 -- 0Cristina Romero-Tris, David Megías. Protecting Privacy in Trajectories with a User-Centric Approach
    0 -- 0Xiao Huang, Jundong Li, Na Zou, Xia Hu. A General Embedding Framework for Heterogeneous Information Learning in Large-Scale Networks
    0 -- 0Ha-Myung Park, Francesco Silvestri 0001, Rasmus Pagh, Chin-Wan Chung, Sung-Hyon Myaeng, U. Kang. Enumerating Trillion Subgraphs On Distributed Systems
    0 -- 0Zhipeng Huang 0001, Bogdan Cautis, Reynold Cheng, Yudian Zheng, Nikos Mamoulis, Jing Yan. Entity-Based Query Recommendation for Long-Tail Queries
    0 -- 0Josh Jia-Ching Ying, Ji Zhang, Che-Wei Huang, Kuan-Ta Chen, Vincent S. Tseng. +: An Incremental Graph-Mining Approach for Efficient Fraudulent Phone Call Detection

    Volume 12, Issue 5

    0 -- 0Feijiang Li, Yuhua Qian, Jieting Wang, Chuangyin Dang, Bing Liu. Cluster's Quality Evaluation and Selective Clustering Ensemble
    0 -- 0Ziqi Zhang, Jie Gao, Fabio Ciravegna. SemRe-Rank: Improving Automatic Term Extraction by Incorporating Semantic Relatedness with Personalised PageRank
    0 -- 0Tian Qin, Wufan Shangguan, Guojie Song, Jie Tang 0001. Spatio-Temporal Routine Mining on Mobile Phone Data
    0 -- 0Pei-Pei Li, Haixun Wang, Hongsong Li, Xindong Wu. Employing Semantic Context for Sparse Information Extraction Assessment
    0 -- 0Fabrício A. Silva, Augusto C. S. A. Domingues, Thais R. M. Braga Silva. Discovering Mobile Application Usage Patterns from a Large-Scale Dataset
    0 -- 0Danushka Bollegala, Vincent Atanasov, Takanori Maehara, Ken-ichi Kawarabayashi. ClassiNet - Predicting Missing Features for Short-Text Classification
    0 -- 0Jason Lines, Sarah Taylor, Anthony J. Bagnall. Time Series Classification with HIVE-COTE: The Hierarchical Vote Collective of Transformation-Based Ensembles
    0 -- 0Matteo Riondato, Eli Upfal. ABRA: Approximating Betweenness Centrality in Static and Dynamic Graphs with Rademacher Averages
    0 -- 0Ludovic Dos Santos, Benjamin Piwowarski, Ludovic Denoyer, Patrick Gallinari. Representation Learning for Classification in Heterogeneous Graphs with Application to Social Networks
    0 -- 0Chainarong Amornbunchornvej, Ivan Brugere, Ariana Strandburg-Peshkin, Damien Farine, Margaret C. Crofoot, Tanya Y. Berger-Wolf. Coordination Event Detection and Initiator Identification in Time Series Data
    0 -- 0Shuji Hao, Peiying Hu, Peilin Zhao, Steven C. H. Hoi, Chunyan Miao. Online Active Learning with Expert Advice

    Volume 12, Issue 4

    0 -- 0Bo Li, Yevgeniy Vorobeychik. Evasion-Robust Classification on Binary Domains
    0 -- 0Minh-Tien Nguyen, Duc-Vu Tran, Le Minh Nguyen, Xuan Hieu Phan. Exploiting User Posts for Web Document Summarization
    0 -- 0Marco Bressan 0002, Flavio Chierichetti, Ravi Kumar 0001, Stefano Leucci 0001, Alessandro Panconesi. Motif Counting Beyond Five Nodes
    0 -- 0Wei Xie 0005, Feida Zhu, Jing Xiao, Jianzong Wang. Social Network Monitoring for Bursty Cascade Detection
    0 -- 0Nashreen Nesa, Tania Ghosh, Indrajit Banerjee. iGRM: Improved Grey Relational Model and Its Ensembles for Occupancy Sensing in Internet of Things Applications
    0 -- 0Hao Wu, Yue Ning, Prithwish Chakraborty, Jilles Vreeken, Nikolaj Tatti, Naren Ramakrishnan. Generating Realistic Synthetic Population Datasets
    0 -- 0Majid Mohammadi, Amir Ahooye Atashin, Wout Hofman, Yao-Hua Tan. Comparison of Ontology Alignment Systems Across Single Matching Task Via the McNemar's Test
    0 -- 0Hung-Hsuan Chen. Behavior2Vec: Generating Distributed Representations of Users' Behaviors on Products for Recommender Systems
    0 -- 0Timothy La Fond, Jennifer Neville, Brian Gallagher. Designing Size Consistent Statistics for Accurate Anomaly Detection in Dynamic Networks
    0 -- 0Sriparna Saha 0001, Sayantan Mitra, Stefan Kramer. Exploring Multiobjective Optimization for Multiview Clustering
    0 -- 0Xiaowei Chen, John C. S. Lui. Mining Graphlet Counts in Online Social Networks
    0 -- 0Hongfu Liu, Yun Fu 0001. Consensus Guided Multi-View Clustering
    0 -- 0Edward Toth, Sanjay Chawla. GTΔ: Detecting Temporal Changes in Group Stochastic Processes

    Volume 12, Issue 3

    0 -- 0Hong Huang 0001, Yuxiao Dong, Jie Tang 0001, Hongxia Yang, Nitesh V. Chawla, Xiaoming Fu 0001. Will Triadic Closure Strengthen Ties in Social Networks?
    0 -- 0Min Peng, Jiahui Zhu, Hua Wang, Xuhui Li, Yanchun Zhang, Xiuzhen Zhang, Gang Tian. Mining Event-Oriented Topics in Microblog Stream with Unsupervised Multi-View Hierarchical Embedding
    0 -- 0Yasser Altowim, Dmitri V. Kalashnikov, Sharad Mehrotra. ProgressER: Adaptive Progressive Approach to Relational Entity Resolution
    0 -- 0Hong Xie, Richard T. B. Ma, John C. S. Lui. Enhancing Reputation via Price Discounts in E-Commerce Systems: A Data-Driven Approach
    0 -- 0Kijung Shin, Bryan Hooi, Christos Faloutsos. Fast, Accurate, and Flexible Algorithms for Dense Subtensor Mining
    0 -- 0Pei Yang, Qi Tan, Jingrui He. Function-on-Function Regression with Mode-Sparsity Regularization
    0 -- 0Guangyong Chen, Fengyuan Zhu, Pheng-Ann Heng. Large-Scale Bayesian Probabilistic Matrix Factorization with Memo-Free Distributed Variational Inference
    0 -- 0Jiongqian Liang, Deepak Ajwani, Patrick K. Nicholson, Alessandra Sala, Srinivasan Parthasarathy 0001. Prioritized Relationship Analysis in Heterogeneous Information Networks
    0 -- 0Ali Khodadadi, Seyyed Abbas Hosseini, Erfan Tavakoli, Hamid R. Rabiee. Continuous-Time User Modeling in Presence of Badges: A Probabilistic Approach
    0 -- 0Sheng Li 0001, Ming Shao, Yun Fu. Multi-View Low-Rank Analysis with Applications to Outlier Detection
    0 -- 0Sebastián Moreno, Jennifer Neville, Sergey Kirshner. Tied Kronecker Product Graph Models to Capture Variance in Network Populations
    0 -- 0Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio. G-RoI: Automatic Region-of-Interest Detection Driven by Geotagged Social Media Data
    0 -- 0Jordan Bakerman, Karl Pazdernik, Alyson G. Wilson, Geoffrey Fairchild, Rian Bahran. Twitter Geolocation: A Hybrid Approach

    Volume 12, Issue 2

    0 -- 0Cheng Long, Raymond Chi-Wing Wong, Victor Junqiu Wei. Profit Maximization with Sufficient Customer Satisfactions
    0 -- 0Maryam Ramezani, Ali Khodadadi, Hamid R. Rabiee. Community Detection Using Diffusion Information
    0 -- 0Hamed R. Bonab, Fazli Can. GOOWE: Geometrically Optimum and Online-Weighted Ensemble Classifier for Evolving Data Streams
    0 -- 0Gianni Costa, Riccardo Ortale. Mining Overlapping Communities and Inner Role Assignments through Bayesian Mixed-Membership Models of Networks with Context-Dependent Interactions
    0 -- 0Bryan Perozzi, Leman Akoglu. Discovering Communities and Anomalies in Attributed Graphs: Interactive Visual Exploration and Summarization
    0 -- 0Vishal Kaushal, Manasi Patwardhan. Emerging Trends in Personality Identification Using Online Social Networks - A Literature Survey
    0 -- 0Guang-Neng Hu, Xinyu Dai, Feng-Yu Qiu, Rui Xia, Tao Li, Shujian Huang, Jiajun Chen. Collaborative Filtering with Topic and Social Latent Factors Incorporating Implicit Feedback
    0 -- 0Yixuan Li, Kun He, Kyle Kloster, David Bindel, John E. Hopcroft. Local Spectral Clustering for Overlapping Community Detection
    0 -- 0Wayne Xin Zhao, Feifan Fan, Ji-Rong Wen, Edward Y. Chang. Joint Representation Learning for Location-Based Social Networks with Multi-Grained Sequential Contexts
    0 -- 0Carla-Fabiana Chiasserini, Michele Garetto, Emilio Leonardi. De-anonymizing Clustered Social Networks by Percolation Graph Matching
    0 -- 0Divya Pandove, Shivani Goel, Rinkle Rani. Systematic Review of Clustering High-Dimensional and Large Datasets

    Volume 12, Issue 1

    0 -- 0Hao Wu, Maoyuan Sun, Peng Mi, Nikolaj Tatti, Chris North, Naren Ramakrishnan. Interactive Discovery of Coordinated Relationship Chains with Maximum Entropy Models
    0 -- 0Yang Yang, Jie Tang, Juanzi Li. Learning to Infer Competitive Relationships in Heterogeneous Networks
    0 -- 0Srayan Datta, Eytan Adar. CommunityDiff: Visualizing Community Clustering Algorithms
    0 -- 0Lei Shi, Hanghang Tong, Madelaine Daianu, Feng Tian, Paul M. Thompson. Visual Analysis of Brain Networks Using Sparse Regression Models
    0 -- 0Xindong Wu, Charu C. Aggarwal. Editorial: TKDD Special Issue on Interactive Data Exploration and Analytics
    0 -- 0Esther Galbrun, Pauli Miettinen. Mining Redescriptions with Siren
    0 -- 0Edgar S. García-Treviño, Muhammad Zaid Hameed, Javier A. Barria. Data Stream Evolution Diagnosis Using Recursive Wavelet Density Estimators
    0 -- 0Jaegul Choo, Hannah Kim, Edward Clarkson, Zhicheng Liu, Changhyun Lee, Fuxin Li, Hanseung Lee, Ramakrishnan Kannan, Charles D. Stolper, John T. Stasko, Haesun Park. VisIRR: A Visual Analytics System for Information Retrieval and Recommendation for Large-Scale Document Data
    0 -- 0Frédéric Rayar, Sabine Barrat, Fatma Bouali, Gilles Venturini. A Viewable Indexing Structure for the Interactive Exploration of Dynamic and Large Image Collections
    0 -- 0Niranjan Kamat, Arnab Nandi 0001. A Session-Based Approach to Fast-But-Approximate Interactive Data Cube Exploration
    0 -- 0Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun, Baocai Yin. Partial Sum Minimization of Singular Values Representation on Grassmann Manifolds
    0 -- 0Raheleh Makki, Eder Carvalho, Axel J. Soto, Stephen Brooks, Maria Cristina Ferreira de Oliveira, Evangelos E. Milios, Rosane Minghim. ATR-Vis: Visual and Interactive Information Retrieval for Parliamentary Discussions in Twitter
    0 -- 0Pavel Senin, Jessica Lin 0001, Xing Wang, Tim Oates, Sunil Gandhi, Arnold P. Boedihardjo, Crystal Chen, Susan Frankenstein. GrammarViz 3.0: Interactive Discovery of Variable-Length Time Series Patterns
    0 -- 0Yongsub Lim, Minsoo Jung, U. Kang. Memory-Efficient and Accurate Sampling for Counting Local Triangles in Graph Streams: From Simple to Multigraphs
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