Journal: TKDD

Volume 15, Issue 6

0 -- 0Jinliang Deng, Xiusi Chen, Zipei Fan, Renhe Jiang, Xuan Song, Ivor W. Tsang. The Pulse of Urban Transport: Exploring the Co-evolving Pattern for Spatio-temporal Forecasting
0 -- 0Shaoning Zeng, Bob Zhang, Jianping Gou, Yong Xu, Wei Huang. Fast and Robust Dictionary-based Classification for Image Data
0 -- 0Yashen Wang, Huanhuan Zhang, Zhirun Liu, Qiang Zhou. Hierarchical Concept-Driven Language Model
0 -- 0Kai Liu 0018, Xiangyu Li, Zhihui Zhu, Lodewijk Brand, Hua Wang. Factor-Bounded Nonnegative Matrix Factorization
0 -- 0Mikel Joaristi, Edoardo Serra. SIR-GN: A Fast Structural Iterative Representation Learning Approach For Graph Nodes
0 -- 0Ali Anaissi, Basem Suleiman, Seid Miad Zandavi. Online Tensor-Based Learning Model for Structural Damage Detection
0 -- 0Julián Alarte, Josep Silva. Page-Level Main Content Extraction From Heterogeneous Webpages
0 -- 0Rui Wang, Yongkun Li, Shuai Lin, Hong Xie 0004, Yinlong Xu, John C. S. Lui. On Modeling Influence Maximization in Social Activity Networks under General Settings
0 -- 0Tong Xia, Junjie Lin, Yong Li 0008, Jie Feng 0002, Pan Hui 0001, Funing Sun, Diansheng Guo, Depeng Jin. 3DGCN: 3-Dimensional Dynamic Graph Convolutional Network for Citywide Crowd Flow Prediction
0 -- 0Federico Coro, Gianlorenzo D'Angelo, Yllka Velaj. Link Recommendation for Social Influence Maximization
0 -- 0Marco Bressan 0002, Stefano Leucci 0001, Alessandro Panconesi. Faster Motif Counting via Succinct Color Coding and Adaptive Sampling
0 -- 0Man Wu, Shirui Pan, Lan Du, Xingquan Zhu 0001. Learning Graph Neural Networks with Positive and Unlabeled Nodes
0 -- 0Zhe Chen, Aixin Sun, Xiaokui Xiao. Incremental Community Detection on Large Complex Attributed Network
0 -- 0Chenglin Li, Carrie Lu Tong, Di Niu, Bei Jiang, Xiao Zuo, Lei Cheng, Jian-xiong, Jianming Yang. Similarity Embedding Networks for Robust Human Activity Recognition
0 -- 0Dongsheng Li 0002, Haodong Liu, Chao Chen 0016, Yingying Zhao, Stephen M. Chu, Bo Yang. NeuSE: A Neural Snapshot Ensemble Method for Collaborative Filtering
0 -- 0Xiaofeng Gao, Wenyi Xu, Mingding Liao, Guihai Chen. Trust Prediction for Online Social Networks with Integrated Time-Aware Similarity
0 -- 0Buddhika Nettasinghe, Vikram Krishnamurthy. Maximum Likelihood Estimation of Power-law Degree Distributions via Friendship Paradox-based Sampling
0 -- 0Paramita Koley, Avirup Saha, Sourangshu Bhattacharya, Niloy Ganguly, Abir De. Demarcating Endogenous and Exogenous Opinion Dynamics: An Experimental Design Approach
0 -- 0Huandong Wang, Yong Li 0008, Mu Du, Zhenhui Li, Depeng Jin. App2Vec: Context-Aware Application Usage Prediction
0 -- 0Dipanjyoti Paul, Rahul Kumar, Sriparna Saha 0001, Jimson Mathew. Multi-objective Cuckoo Search-based Streaming Feature Selection for Multi-label Dataset

Volume 15, Issue 5

0 -- 0Xiang Ling, Lingfei Wu, Saizhuo Wang, Gaoning Pan, Tengfei Ma, Fangli Xu, Alex X. Liu, Chunming Wu, Shouling Ji. Deep Graph Matching and Searching for Semantic Code Retrieval
0 -- 0Kai Liu, Hongbo Liu 0001, Tomas E. Ward, Hua Wang, Yu Yang, Bo Zhang 0045, Xindong Wu 0001. Self-Adaptive Skeleton Approaches to Detect Self-Organized Coalitions From Brain Functional Networks Through Probabilistic Mixture Models
0 -- 0Jianxiong Guo, Weili Wu. Adaptive Influence Maximization: If Influential Node Unwilling to Be the Seed
0 -- 0Wensheng Gan, Jerry Chun-Wei Lin, Jiexiong Zhang, Hongzhi Yin, Philippe Fournier-Viger, Han-Chieh Chao, Philip S. Yu. Utility Mining Across Multi-Dimensional Sequences
0 -- 0Lorenzo De Stefani, Erisa Terolli, Eli Upfal. Tiered Sampling: An Efficient Method for Counting Sparse Motifs in Massive Graph Streams
0 -- 0Hao Peng, Jianxin Li 0002, Yangqiu Song, Renyu Yang, Rajiv Ranjan, Philip S. Yu, Lifang He 0001. Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks
0 -- 0Huawen Liu, Enhui Li, Xinwang Liu, Kaile Su, Shichao Zhang. Anomaly Detection With Kernel Preserving Embedding
0 -- 0Seyed-Vahid Sanei-Mehri, Apurba Das, Hooman Hashemi, Srikanta Tirthapura. Mining Largest Maximal Quasi-Cliques
0 -- 0Lin Yue, Hao Shen, Sen Wang 0001, Robert Boots, Guodong Long, Weitong Chen, Xiaowei Zhao. Exploring BCI Control in Smart Environments: Intention Recognition Via EEG Representation Enhancement Learning
0 -- 0Paul Burkhardt. Optimal Algebraic Breadth-First Search for Sparse Graphs
0 -- 0Quang Huy Duong, Heri Ramampiaro, Kjetil Nørvåg, Thu-Lan Dam. Density Guarantee on Finding Multiple Subgraphs and Subtensors
0 -- 0Weiyu Cheng, Yanyan Shen, Linpeng Huang, Yanmin Zhu. Dual-Embedding based Deep Latent Factor Models for Recommendation
0 -- 0Sunil Kumar Maurya, Xin Liu 0020, Tsuyoshi Murata. Graph Neural Networks for Fast Node Ranking Approximation
0 -- 0Wissam Al Jurdi, Jacques Bou Abdo, Jacques Demerjian, Abdallah Makhoul. Critique on Natural Noise in Recommender Systems
0 -- 0Liuyi Yao, Zhixuan Chu, Sheng Li 0001, Yaliang Li, Jing Gao 0004, Aidong Zhang. A Survey on Causal Inference
0 -- 0Josef Bauer, Dietmar Jannach. Improved Customer Lifetime Value Prediction With Sequence-To-Sequence Learning and Feature-Based Models
0 -- 0Shalini Sharma, Angshul Majumdar. Sequential Transform Learning
0 -- 0Shaoyang Hao, Bin Guo 0001, Hao Wang, Yunji Liang, Lina Yao, Qianru Wang, Zhiwen Yu 0001. DeepDepict: Enabling Information Rich, Personalized Product Description Generation With the Deep Multiple Pointer Generator Network
0 -- 0Bo Liu 0024, Xi He, Mingdong Song, Jiangqiang Li, Guangzhi Qu, Jianlei Lang, Rentao Gu. A Method for Mining Granger Causality Relationship on Atmospheric Visibility

Volume 15, Issue 4

0 -- 0Tianzi Zang, Yanmin Zhu, Yanan Xu, Jiadi Yu. Jointly Modeling Spatio-Temporal Dependencies and Daily Flow Correlations for Crowd Flow Prediction
0 -- 0Shuai Yin, Yanfeng Sun, Junbin Gao, Yongli Hu, Boyue Wang, Baocai Yin. Robust Image Representation via Low Rank Locality Preserving Projection
0 -- 0Huan Zhao, Quanming Yao, Yangqiu Song, James T. Kwok, Dik Lun Lee. Side Information Fusion for Recommender Systems over Heterogeneous Information Network
0 -- 0Yanni Li, Bing Liu, Yongbo Yu, Hui Li, Jiacan Sun, JiangTao Cui. 3E-LDA: Three Enhancements to Linear Discriminant Analysis
0 -- 0Peike Xia, Wenjun Jiang, Jie Wu 0001, Surong Xiao, Guojun Wang. Exploiting Temporal Dynamics in Product Reviews for Dynamic Sentiment Prediction at the Aspect Level
0 -- 0Guojie Song, Yun Wang, Lun Du, Yi Li, Junshan Wang. Network Embedding on Hierarchical Community Structure Network
0 -- 0Georg Steinbuss, Klemens Böhm. Benchmarking Unsupervised Outlier Detection with Realistic Synthetic Data
0 -- 0Yunzhe Wang, George Baciu, Chenhui Li. A Layout-Based Classification Method for Visualizing Time-Varying Graphs
0 -- 0Yi Ouyang 0003, Bin Guo 0001, Xing Tang 0007, Xiuqiang He, Jian-xiong, Zhiwen Yu 0001. Mobile App Cross-Domain Recommendation with Multi-Graph Neural Network
0 -- 0Daokun Zhang, Jie Yin, Xingquan Zhu 0001, Chengqi Zhang. Search Efficient Binary Network Embedding
0 -- 0Kui Yu, Lin Liu 0003, Jiuyong Li. A Unified View of Causal and Non-causal Feature Selection
0 -- 0Suhansanu Kumar, Hari Sundaram. Attribute-Guided Network Sampling Mechanisms
0 -- 0Fadi Dornaika. Elastic Embedding through Graph Convolution-based Regression for Semi-supervised Classification
0 -- 0Nesreen K. Ahmed, Nick Duffield, Ryan A. Rossi. Online Sampling of Temporal Networks
0 -- 0Ruidong Yan, Yi Li 0030, Deying Li 0001, Yongcai Wang, Yuqing Zhu 0002, Weili Wu. A Stochastic Algorithm Based on Reverse Sampling Technique to Fight Against the Cyberbullying
0 -- 0Negin Ghasemi, Ramin Fatourechi, Saeedeh Momtazi. User Embedding for Expert Finding in Community Question Answering
0 -- 0Chainarong Amornbunchornvej, Elena Zheleva, Tanya Y. Berger-Wolf. Variable-lag Granger Causality and Transfer Entropy for Time Series Analysis
0 -- 0Mingkai Lin, Wenzhong Li, Lynda J. Song, Cam-Tu Nguyen, Xiaoliang Wang 0001, Sanglu Lu. SAKE: Estimating Katz Centrality Based on Sampling for Large-Scale Social Networks
0 -- 0Ben-Hui Zhang, Maoguo Gong, Jianbin Huang, Xiaoke Ma. Clustering Heterogeneous Information Network by Joint Graph Embedding and Nonnegative Matrix Factorization
0 -- 0Juan-Hui Li, Ling Huang, Chang-Dong Wang, Dong Huang, Jian-Huang Lai, Pei Chen. Attributed Network Embedding with Micro-Meso Structure

Volume 15, Issue 3

0 -- 0Haida Zhang, Zengfeng Huang, Xuemin Lin 0001, Zhe Lin, Wenjie Zhang 0001, Ying Zhang 0001. Efficient and High-Quality Seeded Graph Matching: Employing Higher-order Structural Information
0 -- 0Chen Lin, Zhichao Ouyang, Xiaoli Wang, Hui Li, Zhenhua Huang. Preserve Integrity in Realtime Event Summarization
0 -- 0Guanhao Wu, Xiaofeng Gao, Ge Yan, Guihai Chen. Parallel Greedy Algorithm to Multiple Influence Maximization in Social Network
0 -- 0Lei Yang 0024, Xi Yu, Jiannong Cao 0001, Xuxun Liu 0001, Pan Zhou. Exploring Deep Reinforcement Learning for Task Dispatching in Autonomous On-Demand Services
0 -- 0Yan Liu 0045, Bin Guo 0001, Daqing Zhang 0001, Djamal Zeghlache, Jingmin Chen, Ke Hu, Sizhe Zhang, Dan Zhou, Zhiwen Yu 0001. Knowledge Transfer with Weighted Adversarial Network for Cold-Start Store Site Recommendation
0 -- 0Xueyan Liu, Bo Yang 0002, Hechang Chen, Katarzyna Musial, Hongxu Chen, Yang Li, WanLi Zuo. A Scalable Redefined Stochastic Blockmodel
0 -- 0Sezin Kircali Ata, Yuan Fang 0001, Min Wu 0008, Jiaqi Shi, Chee-Keong Kwoh 0001, Xiaoli Li 0001. Multi-View Collaborative Network Embedding
0 -- 0Wei Wang 0077, Feng Xia 0001, Jian Wu, Zhiguo Gong, Hanghang Tong, Brian D. Davison 0001. Scholar2vec: Vector Representation of Scholars for Lifetime Collaborator Prediction
0 -- 0Jingjing Wang 0004, Wenjun Jiang, Kenli Li 0001, Keqin Li 0001. Reducing Cumulative Errors of Incremental CP Decomposition in Dynamic Online Social Networks
0 -- 0Nils Barlaug, Jon Atle Gulla. Neural Networks for Entity Matching: A Survey
0 -- 0Muhammad Anis Uddin Nasir, Çigdem Aslay, Gianmarco De Francisci Morales, Matteo Riondato. k-Subgraph Patterns in Evolving Graphs
0 -- 0Hong Xie 0004, Mingze Zhong, Yongkun Li, John C. S. Lui. Understanding Persuasion Cascades in Online Product Rating Systems: Modeling, Analysis, and Inference
0 -- 0Zheng Zhang 0006, Xiaofeng Zhu 0001, Guangming Lu, Yudong Zhang. Probability Ordinal-Preserving Semantic Hashing for Large-Scale Image Retrieval
0 -- 0Shi Ying, Bingming Wang, Lu Wang 0014, Qingshan Li, Yishi Zhao, Jianga Shang, Hao Huang, Guoli Cheng, Zhe Yang, Jiangyi Geng. An Improved KNN-Based Efficient Log Anomaly Detection Method with Automatically Labeled Samples
0 -- 0Andrea De Salve, Paolo Mori, Barbara Guidi, Laura Ricci, Roberto Di Pietro. Predicting Influential Users in Online Social Network Groups
0 -- 0Kijung Shin, Euiwoong Lee, Jinoh Oh, Mohammad Hammoud, Christos Faloutsos. CoCoS: Fast and Accurate Distributed Triangle Counting in Graph Streams
0 -- 0Jie Jiang, Qiuqiang Kong, Mark D. Plumbley, Nigel Gilbert, Mark Hoogendoorn, Diederik M. Roijers. Deep Learning-Based Energy Disaggregation and On/Off Detection of Household Appliances
0 -- 0Luyi Bai, Xiangnan Ma, Mingcheng Zhang, Wenting Yu. TPmod: A Tendency-Guided Prediction Model for Temporal Knowledge Graph Completion
0 -- 0Chen Chen 0022, Ruiyue Peng, Lei Ying, Hanghang Tong. Fast Connectivity Minimization on Large-Scale Networks
0 -- 0Lin Cheng, Yuliang Shi, Kun Zhang 0013, Xinjun Wang, Zhiyong Chen. GGATB-LSTM: Grouping and Global Attention-based Time-aware Bidirectional LSTM Medical Treatment Behavior Prediction

Volume 15, Issue 2

0 -- 0Zhengze Zhou, Giles Hooker. Unbiased Measurement of Feature Importance in Tree-Based Methods
0 -- 0Yi Feng, Chuanyi Li, JiDong Ge, Bin Luo 0003, Vincent Ng. Recommending Statutes: A Portable Method Based on Neural Networks
0 -- 0Yashen Wang, Huanhuan Zhang. HARP: A Novel Hierarchical Attention Model for Relation Prediction
0 -- 0Unai Garciarena, Alexander Mendiburu, Roberto Santana. Towards Automatic Construction of Multi-Network Models for Heterogeneous Multi-Task Learning
0 -- 0Mario Andrés Muñoz, Tao Yan, Matheus R. Leal, Kate Smith-Miles, Ana Carolina Lorena, Gisele L. Pappa, Rômulo Madureira Rodrigues. An Instance Space Analysis of Regression Problems
0 -- 0Chainarong Amornbunchornvej, Navaporn Surasvadi, Anon Plangprasopchok, Suttipong Thajchayapong. Identifying Linear Models in Multi-Resolution Population Data Using Minimum Description Length Principle to Predict Household Income
0 -- 0Chongshou Li, Brenda Cheang, Zhixing Luo, Andrew Lim 0001. An Exponential Factorization Machine with Percentage Error Minimization to Retail Sales Forecasting
0 -- 0Yi Zhu, Lei Li 0002, Xindong Wu 0001. Stacked Convolutional Sparse Auto-Encoders for Representation Learning
0 -- 0Georg Steinbuss, Klemens Böhm. Generating Artificial Outliers in the Absence of Genuine Ones - A Survey
0 -- 0Radim Belohlávek, Martin Trnecka. The 8M Algorithm from Today's Perspective
0 -- 0Aindrila Ghosh, Mona Nashaat, James Miller 0001, Shaikh Quader. Context-Based Evaluation of Dimensionality Reduction Algorithms - Experiments and Statistical Significance Analysis
0 -- 0Michele Coscia. Noise Corrected Sampling of Online Social Networks
0 -- 0Shikang Liu, Fatemeh Vahedian, David Hachen, Omar Lizardo, Christian Poellabauer, Aaron Striegel, Tijana Milenkovic. Heterogeneous Network Approach to Predict Individuals' Mental Health
0 -- 0En Xu, Zhiwen Yu 0001, Bin Guo 0001, Helei Cui. Core Interest Network for Click-Through Rate Prediction
0 -- 0Bin Sun, Dehui Kong, Shaofan Wang, Lichun Wang 0002, Baocai Yin. Joint Transferable Dictionary Learning and View Adaptation for Multi-view Human Action Recognition
0 -- 0Andrea Rossi 0002, Denilson Barbosa, Donatella Firmani, Antonio Matinata, Paolo Merialdo. Knowledge Graph Embedding for Link Prediction: A Comparative Analysis
0 -- 0Matthew Almeida, Yong Zhuang, Wei Ding 0003, Scott E. Crouter, Ping Chen 0001. Mitigating Class-Boundary Label Uncertainty to Reduce Both Model Bias and Variance
0 -- 0Kafeng Wang, Haoyi Xiong, Jiang Bian 0003, Zhanxing Zhu, Qian Gao, Zhishan Guo, Cheng-Zhong Xu 0001, Jun Huan, Dejing Dou. Sampling Sparse Representations with Randomized Measurement Langevin Dynamics
0 -- 0Dawei Zhou, Si Zhang, Mehmet Yigit Yildirim, Scott Alcorn, Hanghang Tong, Hasan Davulcu, Jingrui He. High-Order Structure Exploration on Massive Graphs: A Local Graph Clustering Perspective
0 -- 0Youcef Djenouri, Djamel Djenouri, Jerry Chun-Wei Lin. Trajectory Outlier Detection: New Problems and Solutions for Smart Cities

Volume 15, Issue 1

0 -- 0Ricardo de Azevedo, Gabriel Resende Machado, Ronaldo Ribeiro Goldschmidt, Ricardo Choren. A Reduced Network Traffic Method for IoT Data Clustering
0 -- 0Xiaoyan Zhu, Yingbin Li, Jiayin Wang, Tian Zheng, Jingwen Fu. Automatic Recommendation of a Distance Measure for Clustering Algorithms
0 -- 0Edoardo Galimberti, Martino Ciaperoni, Alain Barrat, Francesco Bonchi, Ciro Cattuto, Francesco Gullo. Span-core Decomposition for Temporal Networks: Algorithms and Applications
0 -- 0Yue Hu, Daniel B. Work. Robust Tensor Recovery with Fiber Outliers for Traffic Events
0 -- 0Jinzheng Tu, Guoxian Yu, Jun Wang 0035, Carlotta Domeniconi, Maozu Guo 0001, Xiangliang Zhang 0001. CrowdWT: Crowdsourcing via Joint Modeling of Workers and Tasks
0 -- 0Ryan A. Rossi, Nesreen K. Ahmed, Aldo G. Carranza, David Arbour, Anup B. Rao, SungChul Kim, Eunyee Koh. Heterogeneous Graphlets
0 -- 0Yugang Ji, Mingyang Yin, Hongxia Yang, Jingren Zhou, Vincent W. Zheng, Chuan Shi, Yuan Fang 0001. Accelerating Large-Scale Heterogeneous Interaction Graph Embedding Learning via Importance Sampling
0 -- 0Michael J. Siers, Md Zahidul Islam 0001. Class Imbalance and Cost-Sensitive Decision Trees: A Unified Survey Based on a Core Similarity
0 -- 0Giulia Bernardini 0001, Huiping Chen, Alessio Conte, Roberto Grossi, Grigorios Loukides, Nadia Pisanti, Solon P. Pissis, Giovanna Rosone, Michelle Sweering. Combinatorial Algorithms for String Sanitization
0 -- 0Hong Huang 0001, Yu Song, Fanghua Ye, Xing Xie, Xuanhua Shi, Hai Jin 0001. Multi-Stage Network Embedding for Exploring Heterogeneous Edges
0 -- 0Guangxu Xun, Kishlay Jha, Aidong Zhang. MeSHProbeNet-P: Improving Large-scale MeSH Indexing with Personalizable MeSH Probes
0 -- 0Yu Huang, Josh Jia-Ching Ying, Philip S. Yu, Vincent S. Tseng. Dynamic Graph Mining for Multi-weight Multi-destination Route Planning with Deadlines Constraints
0 -- 0Hao Wang, Shuai Ding 0001, Yeqing Li, Xiaojian Li, Youtao Zhang. Hierarchical Physician Recommendation via Diversity-enhanced Matrix Factorization