Volume 10, Number 6, December 2019
Mixture of Joint Nonhomogeneous Markov Chains to Cluster and Model Water Consumption Behavior Sequences.

Milad Leyli-Abadi Allou Samé Latifa Oukhellou Nicolas Cheifetz Pierre Mandel Cédric Féliers Olivier Chesneau

A Visual Analysis Approach for Understanding Durability Test Data of Automotive Products.

Ying Zhao Lei Wang Shijie Li Fangfang Zhou Xiaoru Lin Qiang Lu Lei Ren

Secure Deduplication System with Active Key Update and Its Application in IoT.

Jin Li Tong Li Zheli Liu Xiaofeng Chen

Efficient and Privacy-preserving Fog-assisted Health Data Sharing Scheme.

Wenjuan Tang Ju Ren Kuan Zhang Deyu Zhang Yaoxue Zhang Xuemin (Sherman) Shen

Lightweight Convolution Neural Networks for Mobile Edge Computing in Transportation Cyber Physical Systems.

Junhao Zhou Hong-Ning Dai Hao Wang

Energy-efficient Static Task Scheduling on VFI-based NoC-HMPSoCs for Intelligent Edge Devices in Cyber-physical Systems.

Umair Ullah Tariq Haider Ali Lu Liu John Panneerselvam Xiaojun Zhai

Comparison and Modelling of Country-level Microblog User and Activity in Cyber-physical-social Systems Using Weibo and Twitter Data.

Po Yang Jing Liu Jun Qi Yun Yang Xulong Wang Zhihan Lv

Using Sparse Representation to Detect Anomalies in Complex WSNs.

Xiaoming Li Guangquan Xu Xi Zheng Kaitai Liang Emmanouil Panaousis Tao Li Wei Wang Chao Shen

Edge-enabled Disaster Rescue: A Case Study of Searching for Missing People.

Fang Liu Yeting Guo Zhiping Cai Nong Xiao Ziming Zhao

Crowdsourcing Mechanism for Trust Evaluation in CPCS Based on Intelligent Mobile Edge Computing.

Tian Wang Hao Luo Xi Zheng Mande Xie

A Trust Computing-based Security Routing Scheme for Cyber Physical Systems.

Yuxin Liu Xiao Liu Anfeng Liu Neal N. Xiong Fang Liu

Deep Reinforcement Learning for Vehicular Edge Computing: An Intelligent Offloading System.

Zhaolong Ning Peiran Dong Xiaojie Wang Joel J. P. C. Rodrigues Feng Xia

Special Issue on Intelligent Edge Computing for Cyber Physical and Cloud Systems.

Weijia Jia Geyong Min Yang Xiang Arun Kumar Sangaiah


Volume 10, Number 5, November 2019
PlayeRank: Data-driven Performance Evaluation and Player Ranking in Soccer via a Machine Learning Approach.

Luca Pappalardo Paolo Cintia Paolo Ferragina Emanuele Massucco Dino Pedreschi Fosca Giannotti

RecRules: Recommending IF-THEN Rules for End-User Development.

Fulvio Corno Luigi De Russis Alberto Monge Roffarello

An Analysis of Approaches Taken in the ACM RecSys Challenge 2018 for Automatic Music Playlist Continuation.

Hamed Zamani Markus Schedl Paul Lamere Ching-Wei Chen

Correlated Multi-label Classification with Incomplete Label Space and Class Imbalance.

Ali Braytee Wei Liu Ali Anaissi Paul J. Kennedy

Distributed Deep Forest and its Application to Automatic Detection of Cash-Out Fraud.

Ya-Lin Zhang Jun Zhou Wenhao Zheng Ji Feng Longfei Li Ziqi Liu Ming Li Zhiqiang Zhang Chaochao Chen Xiaolong Li Yuan (Alan) Qi Zhi-Hua Zhou

Take a Look Around: Using Street View and Satellite Images to Estimate House Prices.

Stephen Law Brooks Paige Chris Russell

Multi-View Fusion with Extreme Learning Machine for Clustering.

Yongshan Zhang Jia Wu Chuan Zhou Zhihua Cai Jian Yang Philip S. Yu

BAMB: A Balanced Markov Blanket Discovery Approach to Feature Selection.

Zhaolong Ling Kui Yu Hao Wang Lin Liu Wei Ding Xindong Wu

Toward Accounting for Hidden Common Causes When Inferring Cause and Effect from Observational Data.

David Heckerman

Measuring Conditional Independence by Independent Residuals for Causal Discovery.

Hao Zhang Shuigeng Zhou Jihong Guan Jun Huan

Local Learning Approaches for Finding Effects of a Specified Cause and Their Causal Paths.

Yue Liu Zheng Cai Chunchen Liu Zhi Geng

Stable Specification Search in Structural Equation Models with Latent Variables.

Ridho Rahmadi Perry Groot Tom Heskes

Detecting Causal Relationships in Simulation Models Using Intervention-based Counterfactual Analysis.

Benjamin Herd Simon Miles

Estimating and Controlling the False Discovery Rate of the PC Algorithm Using Edge-specific P-Values.

Eric V. Strobl Peter L. Spirtes Shyam Visweswaran

Introduction to the Special Section on Advances in Causal Discovery and Inference.

Jiuyong Li Kun Zhang Emre Kiciman Peng Cui


Volume 10, Number 4, August 2019
ALERA: Accelerated Reinforcement Learning Driven Adaptation to Electro-Mechanical Degradation in Nonlinear Control Systems Using Encoded State Space Error Signatures.

Suvadeep Banerjee Abhijit Chatterjee

Spatial Ensemble Learning for Heterogeneous Geographic Data with Class Ambiguity.

Zhe Jiang Arpan Man Sainju Yan Li Shashi Shekhar Joseph K. Knight

DiffQue: Estimating Relative Difficulty of Questions in Community Question Answering Services.

Deepak Thukral Adesh Pandey Rishabh Gupta Vikram Goyal Tanmoy Chakraborty

Personalized Reason Generation for Explainable Song Recommendation.

Guoshuai Zhao Hao Fu Ruihua Song Tetsuya Sakai Zhongxia Chen Xing Xie Xueming Qian

Privacy-aware Tag Recommendation for Accurate Image Privacy Prediction.

Ashwini Tonge Cornelia Caragea

Spatio-temporal Adaptive Pricing for Balancing Mobility-on-Demand Networks.

Suining He Kang G. Shin

Short Text Analysis Based on Dual Semantic Extension and Deep Hashing in Microblog.

Wanqiu Cui Junping Du Dawei Wang Xunpu Yuan Feifei Kou Liyan Zhou Nan Zhou

Efficient User Guidance for Validating Participatory Sensing Data.

Thanh Cong Phan Thanh Tam Nguyen Hongzhi Yin Bolong Zheng Bela Stantic Nguyen Quoc Viet Hung

Large-Scale Frequent Episode Mining from Complex Event Sequences with Hierarchies.

Xiang Ao Haoran Shi Jin Wang Luo Zuo Hongwei Li Qing He

Multi-Modal Curriculum Learning over Graphs.

Chen Gong Jian Yang Dacheng Tao

Survey and Cross-benchmark Comparison of Remaining Time Prediction Methods in Business Process Monitoring.

Ilya Verenich Marlon Dumas Marcello La Rosa Fabrizio Maria Maggi Irene Teinemaa

Trajectory Data Classification: A Review.

Jiang Bian Dayong Tian Yuanyan Tang Dacheng Tao


Volume 10, Number 3, May 2019
Exploiting the Value of the Center-dark Channel Prior for Salient Object Detection.

Chunbiao Zhu Wenhao Zhang Thomas H. Li Shan Liu Ge Li

Using Social Dependence to Enable Neighbourly Behaviour in Open Multi-Agent Systems.

Fatemeh Golpayegani Ivana Dusparic Siobhán Clarke

Recognizing Multi-Agent Plans When Action Models and Team Plans Are Both Incomplete.

Hankz Hankui Zhuo

A Local Mean Representation-based K-Nearest Neighbor Classifier.

Jianping Gou Wenmo Qiu Zhang Yi Yong Xu Qirong Mao Yongzhao Zhan

A Semi-Boosted Nested Model With Sensitivity-Based Weighted Binarization for Multi-Domain Network Intrusion Detection.

Joseph W. Mikhail John M. Fossaceca Ronald Iammartino

CNNs Based Viewpoint Estimation for Volume Visualization.

Neng Shi Yubo Tao

Online Heterogeneous Transfer Learning by Knowledge Transition.

Hanrui Wu Yuguang Yan Yuzhong Ye Huaqing Min Michael K. Ng Qingyao Wu

Motion-Aware Compression and Transmission of Mesh Animation Sequences.

Bailin Yang Luhong Zhang Frederick W. B. Li Xiaoheng Jiang Zhigang Deng Meng Wang Mingliang Xu

Predicting Academic Performance for College Students: A Campus Behavior Perspective.

Huaxiu Yao Defu Lian Yi Cao Yifan Wu Tao Zhou

Location-Specific Influence Quantification in Location-Based Social Networks.

Ankita Likhyani Srikanta Bedathur P. Deepak

Co-saliency Detection with Graph Matching.

Zun Li Congyan Lang Jiashi Feng Yidong Li Tao Wang Songhe Feng

Combating Fake News: A Survey on Identification and Mitigation Techniques.

Karishma Sharma Feng Qian He Jiang Natali Ruchansky Ming Zhang Yan Liu


Volume 10, Number 2, February 2019
Deep Multi-scale Discriminative Networks for Double JPEG Compression Forensics.

Cheng Deng Zhao Li Xinbo Gao Dacheng Tao

A Simple Baseline for Travel Time Estimation using Large-scale Trip Data.

Hongjian Wang Xianfeng Tang Yu-Hsuan Kuo Daniel Kifer Zhenhui Li

Reconstruction of Hidden Representation for Robust Feature Extraction.

Zeng Yu Tianrui Li Ning Yu Yi Pan Hongmei Chen Bing Liu

Inferring Online Social Ties from Offline Geographical Activities.

Hsun-Ping Hsieh Cheng-Te Li

Understanding Event Organization at Scale in Event-Based Social Networks.

Jason Shuo Zhang Qin Lv

Enumerating Connected Subgraphs and Computing the Myerson and Shapley Values in Graph-Restricted Games.

Oskar Skibski Talal Rahwan Tomasz P. Michalak Michael J. Wooldridge

Goal and Plan Recognition Design for Plan Libraries.

Reuth Mirsky Kobi Gal Roni Stern Meir Kalech

A Survey of Zero-Shot Learning: Settings, Methods, and Applications.

Wei Wang Vincent W. Zheng Han Yu Chunyan Miao

Federated Machine Learning: Concept and Applications.

Qiang Yang Yang Liu Tianjian Chen Yongxin Tong


Volume 10, Number 1, January 2019
D-Map+: Interactive Visual Analysis and Exploration of Ego-centric and Event-centric Information Diffusion Patterns in Social Media.

Siming Chen Shuai Chen Zhenhuang Wang Jie Liang Yadong Wu Xiaoru Yuan

CapVis: Toward Better Understanding of Visual-Verbal Saliency Consistency.

Haoran Liang Ming Jiang Ronghua Liang Qi Zhao

Visual Interfaces for Recommendation Systems: Finding Similar and Dissimilar Peers.

Fan Du Catherine Plaisant Neil Spring Ben Shneiderman

ResumeVis: A Visual Analytics System to Discover Semantic Information in Semi-structured Resume Data.

Chen Zhang Hao Wang

Learning Facial Expressions with 3D Mesh Convolutional Neural Network.

Hai Jin Yuanfeng Lian Jing Hua

DeepTracker: Visualizing the Training Process of Convolutional Neural Networks.

Dongyu Liu Weiwei Cui Kai Jin Yuxiao Guo Huamin Qu

BayesPiles: Visualisation Support for Bayesian Network Structure Learning.

Athanasios Vogogias Jessie Kennedy Daniel Archambault Benjamin Bach V. Anne Smith Hannah Currant

Visual Analytics of Heterogeneous Data Using Hypergraph Learning.

Cong Xie Wen Zhong Wei Xu Klaus Mueller

Traffic Simulation and Visual Verification in Smog.

Mingliang Xu Hua Wang Shili Chu Yong Gan Xiaoheng Jiang Yafei Li Bing Zhou

RelationLines: Visual Reasoning of Egocentric Relations from Heterogeneous Urban Data.

Wei Chen Jing Xia Xu-Meng Wang Yi Wang Jun Chen Liang Chang

ACM TIST Special Issue on Visual Analytics.

Nan Cao Steffen Koch David Gotz Yingcai Wu