Volume 15, Number 6, July 2021
App2Vec: Context-Aware Application Usage Prediction.

Huandong Wang Yong Li Mu Du Zhenhui Li Depeng Jin

Factor-Bounded Nonnegative Matrix Factorization.

Kai Liu Xiangyu Li Zhihui Zhu Lodewijk Brand Hua Wang

3DGCN: 3-Dimensional Dynamic Graph Convolutional Network for Citywide Crowd Flow Prediction.

Tong Xia Junjie Lin Yong Li Jie Feng Pan Hui Funing Sun Diansheng Guo Depeng Jin

Incremental Community Detection on Large Complex Attributed Network.

Zhe Chen Aixin Sun Xiaokui Xiao

On Modeling Influence Maximization in Social Activity Networks under General Settings.

Rui Wang Yongkun Li Shuai Lin Hong Xie Yinlong Xu John C. S. Lui

Online Tensor-Based Learning Model for Structural Damage Detection.

Ali Anaissi Basem Suleiman Seid Miad Zandavi

Maximum Likelihood Estimation of Power-law Degree Distributions via Friendship Paradox-based Sampling.

Buddhika Nettasinghe Vikram Krishnamurthy

Page-Level Main Content Extraction From Heterogeneous Webpages.

Julián Alarte Josep Silva

Hierarchical Concept-Driven Language Model.

Yashen Wang Huanhuan Zhang Zhirun Liu Qiang Zhou

The Pulse of Urban Transport: Exploring the Co-evolving Pattern for Spatio-temporal Forecasting.

Jinliang Deng Xiusi Chen Zipei Fan Renhe Jiang Xuan Song Ivor W. Tsang

NeuSE: A Neural Snapshot Ensemble Method for Collaborative Filtering.

Dongsheng Li Haodong Liu Chao Chen Yingying Zhao Stephen M. Chu Bo Yang

Learning Graph Neural Networks with Positive and Unlabeled Nodes.

Man Wu Shirui Pan Lan Du Xingquan Zhu

SIR-GN: A Fast Structural Iterative Representation Learning Approach For Graph Nodes.

Mikel Joaristi Edoardo Serra

Demarcating Endogenous and Exogenous Opinion Dynamics: An Experimental Design Approach.

Paramita Koley Avirup Saha Sourangshu Bhattacharya Niloy Ganguly Abir De

Similarity Embedding Networks for Robust Human Activity Recognition.

Chenglin Li Carrie Lu Tong Di Niu Bei Jiang Xiao Zuo Lei Cheng Jian Xiong Jianming Yang

Fast and Robust Dictionary-based Classification for Image Data.

Shaoning Zeng Bob Zhang Jianping Gou Yong Xu Wei Huang

Faster Motif Counting via Succinct Color Coding and Adaptive Sampling.

Marco Bressan Stefano Leucci Alessandro Panconesi

Trust Prediction for Online Social Networks with Integrated Time-Aware Similarity.

Xiaofeng Gao Wenyi Xu Mingding Liao Guihai Chen

Link Recommendation for Social Influence Maximization.

Federico Coro Gianlorenzo D'Angelo Yllka Velaj

Multi-objective Cuckoo Search-based Streaming Feature Selection for Multi-label Dataset.

Dipanjyoti Paul Rahul Kumar Sriparna Saha Jimson Mathew


Volume 15, Number 5, June 2021
A Method for Mining Granger Causality Relationship on Atmospheric Visibility.

Bo Liu Xi He Mingdong Song Jiangqiang Li Guangzhi Qu Jianlei Lang Rentao Gu

Anomaly Detection With Kernel Preserving Embedding.

Huawen Liu Enhui Li Xinwang Liu Kaile Su Shichao Zhang

Exploring BCI Control in Smart Environments: Intention Recognition Via EEG Representation Enhancement Learning.

Lin Yue Hao Shen Sen Wang Robert Boots Guodong Long Weitong Chen Xiaowei Zhao

Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks.

Hao Peng Jianxin Li Yangqiu Song Renyu Yang Rajiv Ranjan Philip S. Yu Lifang He

Deep Graph Matching and Searching for Semantic Code Retrieval.

Xiang Ling Lingfei Wu Saizhuo Wang Gaoning Pan Tengfei Ma Fangli Xu Alex X. Liu Chunming Wu Shouling Ji

Self-Adaptive Skeleton Approaches to Detect Self-Organized Coalitions From Brain Functional Networks Through Probabilistic Mixture Models.

Kai Liu Hongbo Liu Tomas E. Ward Hua Wang Yu Yang Bo Zhang Xindong Wu

Sequential Transform Learning.

Shalini Sharma Angshul Majumdar

Dual-Embedding based Deep Latent Factor Models for Recommendation.

Weiyu Cheng Yanyan Shen Linpeng Huang Yanmin Zhu

Adaptive Influence Maximization: If Influential Node Unwilling to Be the Seed.

Jianxiong Guo Weili Wu

DeepDepict: Enabling Information Rich, Personalized Product Description Generation With the Deep Multiple Pointer Generator Network.

Shaoyang Hao Bin Guo Hao Wang Yunji Liang Lina Yao Qianru Wang Zhiwen Yu

Utility Mining Across Multi-Dimensional Sequences.

Wensheng Gan Jerry Chun-Wei Lin Jiexiong Zhang Hongzhi Yin Philippe Fournier-Viger Han-Chieh Chao Philip S. Yu

Mining Largest Maximal Quasi-Cliques.

Seyed-Vahid Sanei-Mehri Apurba Das Hooman Hashemi Srikanta Tirthapura

Improved Customer Lifetime Value Prediction With Sequence-To-Sequence Learning and Feature-Based Models.

Josef Bauer Dietmar Jannach

Tiered Sampling: An Efficient Method for Counting Sparse Motifs in Massive Graph Streams.

Lorenzo De Stefani Erisa Terolli Eli Upfal

Graph Neural Networks for Fast Node Ranking Approximation.

Sunil Kumar Maurya Xin Liu Tsuyoshi Murata

Optimal Algebraic Breadth-First Search for Sparse Graphs.

Paul Burkhardt

Density Guarantee on Finding Multiple Subgraphs and Subtensors.

Quang-Huy Duong Heri Ramampiaro Kjetil Nørvåg Thu-Lan Dam

Critique on Natural Noise in Recommender Systems.

Wissam Al Jurdi Jacques Bou Abdo Jacques Demerjian Abdallah Makhoul

A Survey on Causal Inference.

Liuyi Yao Zhixuan Chu Sheng Li Yaliang Li Jing Gao Aidong Zhang


Volume 15, Number 4, June 2021
Clustering Heterogeneous Information Network by Joint Graph Embedding and Nonnegative Matrix Factorization.

Ben-Hui Zhang Maoguo Gong Jianbin Huang Xiaoke Ma

Attributed Network Embedding with Micro-Meso Structure.

Juan-Hui Li Ling Huang Chang-Dong Wang Dong Huang Jian-Huang Lai Pei Chen

A Stochastic Algorithm Based on Reverse Sampling Technique to Fight Against the Cyberbullying.

Ruidong Yan Yi Li Deying Li Yongcai Wang Yuqing Zhu Weili Wu

User Embedding for Expert Finding in Community Question Answering.

Negin Ghasemi Ramin Fatourechi Saeedeh Momtazi

Attribute-Guided Network Sampling Mechanisms.

Suhansanu Kumar Hari Sundaram

Exploiting Temporal Dynamics in Product Reviews for Dynamic Sentiment Prediction at the Aspect Level.

Peike Xia Wenjun Jiang Jie Wu Surong Xiao Guojun Wang

Variable-lag Granger Causality and Transfer Entropy for Time Series Analysis.

Chainarong Amornbunchornvej Elena Zheleva Tanya Y. Berger-Wolf

SAKE: Estimating Katz Centrality Based on Sampling for Large-Scale Social Networks.

Mingkai Lin Wenzhong Li Lynda J. Song Cam-Tu Nguyen Xiaoliang Wang Sanglu Lu

Benchmarking Unsupervised Outlier Detection with Realistic Synthetic Data.

Georg Steinbuss Klemens Böhm

Robust Image Representation via Low Rank Locality Preserving Projection.

Shuai Yin Yanfeng Sun Junbin Gao Yongli Hu Boyue Wang Baocai Yin

A Unified View of Causal and Non-causal Feature Selection.

Kui Yu Lin Liu Jiuyong Li

Network Embedding on Hierarchical Community Structure Network.

Guojie Song Yun Wang Lun Du Yi Li Junshan Wang

Search Efficient Binary Network Embedding.

Daokun Zhang Jie Yin Xingquan Zhu Chengqi Zhang

Side Information Fusion for Recommender Systems over Heterogeneous Information Network.

Huan Zhao Quanming Yao Yangqiu Song James T. Kwok Dik Lun Lee

Online Sampling of Temporal Networks.

Nesreen K. Ahmed Nick Duffield Ryan A. Rossi

Jointly Modeling Spatio-Temporal Dependencies and Daily Flow Correlations for Crowd Flow Prediction.

Tianzi Zang Yanmin Zhu Yanan Xu Jiadi Yu

3E-LDA: Three Enhancements to Linear Discriminant Analysis.

Yanni Li Bing Liu Yongbo Yu Hui Li Jiacan Sun Jiangtao Cui

Elastic Embedding through Graph Convolution-based Regression for Semi-supervised Classification.

Fadi Dornaika

Mobile App Cross-Domain Recommendation with Multi-Graph Neural Network.

Yi Ouyang Bin Guo Xing Tang Xiuqiang He Jian Xiong Zhiwen Yu

A Layout-Based Classification Method for Visualizing Time-Varying Graphs.

Yunzhe Wang George Baciu Chenhui Li


Volume 15, Number 3, April 2021
Fast Connectivity Minimization on Large-Scale Networks.

Chen Chen Ruiyue Peng Lei Ying Hanghang Tong

Neural Networks for Entity Matching: A Survey.

Nils Barlaug Jon Atle Gulla

Efficient and High-Quality Seeded Graph Matching: Employing Higher-order Structural Information.

Haida Zhang Zengfeng Huang Xuemin Lin Zhe Lin Wenjie Zhang Ying Zhang

Deep Learning-Based Energy Disaggregation and On/Off Detection of Household Appliances.

Jie Jiang Qiuqiang Kong Mark D. Plumbley Nigel Gilbert Mark Hoogendoorn Diederik M. Roijers

Preserve Integrity in Realtime Event Summarization.

Chen Lin Zhichao Ouyang Xiaoli Wang Hui Li Zhenhua Huang

TipTap: Approximate Mining of Frequent k-Subgraph Patterns in Evolving Graphs.

Muhammad Anis Uddin Nasir Çigdem Aslay Gianmarco De Francisci Morales Matteo Riondato

Knowledge Transfer with Weighted Adversarial Network for Cold-Start Store Site Recommendation.

Yan Liu Bin Guo Daqing Zhang Djamal Zeghlache Jingmin Chen Ke Hu Sizhe Zhang Dan Zhou Zhiwen Yu

A Scalable Redefined Stochastic Blockmodel.

Xueyan Liu Bo Yang Hechang Chen Katarzyna Musial Hongxu Chen Yang Li Wanli Zuo

GGATB-LSTM: Grouping and Global Attention-based Time-aware Bidirectional LSTM Medical Treatment Behavior Prediction.

Lin Cheng Yuliang Shi Kun Zhang Xinjun Wang Zhiyong Chen

Exploring Deep Reinforcement Learning for Task Dispatching in Autonomous On-Demand Services.

Lei Yang Xi Yu Jiannong Cao Xuxun Liu Pan Zhou

Parallel Greedy Algorithm to Multiple Influence Maximization in Social Network.

Guanhao Wu Xiaofeng Gao Ge Yan Guihai Chen

Reducing Cumulative Errors of Incremental CP Decomposition in Dynamic Online Social Networks.

Jingjing Wang Wenjun Jiang Kenli Li Keqin Li

TPmod: A Tendency-Guided Prediction Model for Temporal Knowledge Graph Completion.

Luyi Bai Xiangnan Ma Mingcheng Zhang Wenting Yu

Scholar2vec: Vector Representation of Scholars for Lifetime Collaborator Prediction.

Wei Wang Feng Xia Jian Wu Zhiguo Gong Hanghang Tong Brian D. Davison

Multi-View Collaborative Network Embedding.

Sezin Kircali Ata Yuan Fang Min Wu Jiaqi Shi Chee Keong Kwoh Xiaoli Li

CoCoS: Fast and Accurate Distributed Triangle Counting in Graph Streams.

Kijung Shin Euiwoong Lee Jinoh Oh Mohammad Hammoud Christos Faloutsos

Probability Ordinal-Preserving Semantic Hashing for Large-Scale Image Retrieval.

Zheng Zhang Xiaofeng Zhu Guangming Lu Yudong Zhang

Understanding Persuasion Cascades in Online Product Rating Systems: Modeling, Analysis, and Inference.

Hong Xie Mingze Zhong Yongkun Li John C. S. Lui

Predicting Influential Users in Online Social Network Groups.

Andrea De Salve Paolo Mori Barbara Guidi Laura Ricci Roberto Di Pietro

An Improved KNN-Based Efficient Log Anomaly Detection Method with Automatically Labeled Samples.

Shi Ying Bingming Wang Lu Wang Qingshan Li Yishi Zhao Jianga Shang Hao Huang Guoli Cheng Zhe Yang Jiangyi Geng


Volume 15, Number 2, April 2021
Towards Automatic Construction of Multi-Network Models for Heterogeneous Multi-Task Learning.

Unai Garciarena Alexander Mendiburu Roberto Santana

Joint Transferable Dictionary Learning and View Adaptation for Multi-view Human Action Recognition.

Bin Sun Dehui Kong Shaofan Wang Lichun Wang Baocai Yin

Stacked Convolutional Sparse Auto-Encoders for Representation Learning.

Yi Zhu Lei Li Xindong Wu

Generating Artificial Outliers in the Absence of Genuine Ones - A Survey.

Georg Steinbuss Klemens Böhm

Noise Corrected Sampling of Online Social Networks.

Michele Coscia

An Instance Space Analysis of Regression Problems.

Mario Andrés Muñoz Tao Yan Matheus R. Leal Kate Smith-Miles Ana Carolina Lorena Gisele L. Pappa Rômulo Madureira Rodrigues

Mitigating Class-Boundary Label Uncertainty to Reduce Both Model Bias and Variance.

Matthew Almeida Yong Zhuang Wei Ding Scott E. Crouter Ping Chen

Unbiased Measurement of Feature Importance in Tree-Based Methods.

Zhengze Zhou Giles Hooker

Heterogeneous Network Approach to Predict Individuals' Mental Health.

Shikang Liu Fatemeh Vahedian David Hachen Omar Lizardo Christian Poellabauer Aaron Striegel Tijana Milenkovic

Context-Based Evaluation of Dimensionality Reduction Algorithms - Experiments and Statistical Significance Analysis.

Aindrila Ghosh Mona Nashaat James Miller Shaikh Quader

Core Interest Network for Click-Through Rate Prediction.

En Xu Zhiwen Yu Bin Guo Helei Cui

The 8M Algorithm from Today's Perspective.

Radim Belohlávek Martin Trnecka

Sampling Sparse Representations with Randomized Measurement Langevin Dynamics.

Kafeng Wang Haoyi Xiong Jiang Bian Zhanxing Zhu Qian Gao Zhishan Guo Cheng-Zhong Xu Jun Huan Dejing Dou

Trajectory Outlier Detection: New Problems and Solutions for Smart Cities.

Youcef Djenouri Djamel Djenouri Jerry Chun-Wei Lin

An Exponential Factorization Machine with Percentage Error Minimization to Retail Sales Forecasting.

Chongshou Li Brenda Cheang Zhixing Luo Andrew Lim

High-Order Structure Exploration on Massive Graphs: A Local Graph Clustering Perspective.

Dawei Zhou Si Zhang Mehmet Yigit Yildirim Scott Alcorn Hanghang Tong Hasan Davulcu Jingrui He

HARP: A Novel Hierarchical Attention Model for Relation Prediction.

Yashen Wang Huanhuan Zhang

Recommending Statutes: A Portable Method Based on Neural Networks.

Yi Feng Chuanyi Li Jidong Ge Bin Luo Vincent Ng

Identifying Linear Models in Multi-Resolution Population Data Using Minimum Description Length Principle to Predict Household Income.

Chainarong Amornbunchornvej Navaporn Surasvadi Anon Plangprasopchok Suttipong Thajchayapong

Knowledge Graph Embedding for Link Prediction: A Comparative Analysis.

Andrea Rossi Denilson Barbosa Donatella Firmani Antonio Matinata Paolo Merialdo


Volume 15, Number 1, January 2021
A Reduced Network Traffic Method for IoT Data Clustering.

Ricardo de Azevedo Brandão Gabriel Resende Machado Ronaldo Ribeiro Goldschmidt Ricardo Choren

CrowdWT: Crowdsourcing via Joint Modeling of Workers and Tasks.

Jinzheng Tu Guoxian Yu Jun Wang Carlotta Domeniconi Maozu Guo Xiangliang Zhang

MeSHProbeNet-P: Improving Large-scale MeSH Indexing with Personalizable MeSH Probes.

Guangxu Xun Kishlay Jha Aidong Zhang

Accelerating Large-Scale Heterogeneous Interaction Graph Embedding Learning via Importance Sampling.

Yugang Ji Mingyang Yin Hongxia Yang Jingren Zhou Vincent W. Zheng Chuan Shi Yuan Fang

Heterogeneous Graphlets.

Ryan A. Rossi Nesreen K. Ahmed Aldo G. Carranza David Arbour Anup B. Rao Sungchul Kim Eunyee Koh

Combinatorial Algorithms for String Sanitization.

Giulia Bernardini Huiping Chen Alessio Conte Roberto Grossi Grigorios Loukides Nadia Pisanti Solon P. Pissis Giovanna Rosone Michelle Sweering

Automatic Recommendation of a Distance Measure for Clustering Algorithms.

Xiaoyan Zhu Yingbin Li Jiayin Wang Tian Zheng Jingwen Fu

Robust Tensor Recovery with Fiber Outliers for Traffic Events.

Yue Hu Daniel B. Work

Multi-Stage Network Embedding for Exploring Heterogeneous Edges.

Hong Huang Yu Song Fanghua Ye Xing Xie Xuanhua Shi Hai Jin

Class Imbalance and Cost-Sensitive Decision Trees: A Unified Survey Based on a Core Similarity.

Michael J. Siers Md Zahidul Islam

Dynamic Graph Mining for Multi-weight Multi-destination Route Planning with Deadlines Constraints.

Yu Huang Josh Jia-Ching Ying Philip S. Yu Vincent S. Tseng

Span-core Decomposition for Temporal Networks: Algorithms and Applications.

Edoardo Galimberti Martino Ciaperoni Alain Barrat Francesco Bonchi Ciro Cattuto Francesco Gullo

Hierarchical Physician Recommendation via Diversity-enhanced Matrix Factorization.

Hao Wang Shuai Ding Yeqing Li Xiaojian Li Youtao Zhang