ACM Transactions on Intelligent Systems and Technology (TIST) (2019)

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2019 Volume 10 Issue 1

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ACM TIST Special Issue on Visual Analytics.
Nan Cao|Steffen Koch|David Gotz|Yingcai Wu
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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
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RelationLines: Visual Reasoning of Egocentric Relations from Heterogeneous Urban Data.
Wei Chen|Jing Xia|Xu-Meng Wang|Yi Wang|Jun Chen|Liang Chang
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Visual Interfaces for Recommendation Systems: Finding Similar and Dissimilar Peers.
Fan Du|Catherine Plaisant|Neil Spring|Ben Shneiderman
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Learning Facial Expressions with 3D Mesh Convolutional Neural Network.
Hai Jin|Yuanfeng Lian|Jing Hua
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CapVis: Toward Better Understanding of Visual-Verbal Saliency Consistency.
Haoran Liang|Ming Jiang|Ronghua Liang|Qi Zhao
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DeepTracker: Visualizing the Training Process of Convolutional Neural Networks.
Dongyu Liu|Weiwei Cui|Kai Jin|Yuxiao Guo|Huamin Qu
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BayesPiles: Visualisation Support for Bayesian Network Structure Learning.
Athanasios Vogogias|Jessie Kennedy|Daniel Archambault|Benjamin Bach|V. Anne Smith|Hannah Currant
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Visual Analytics of Heterogeneous Data Using Hypergraph Learning.
Cong Xie|Wen Zhong|Wei Xu|Klaus Mueller
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Traffic Simulation and Visual Verification in Smog.
Mingliang Xu|Hua Wang|Shili Chu|Yong Gan|Xiaoheng Jiang|Yafei Li|Bing Zhou
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ResumeVis: A Visual Analytics System to Discover Semantic Information in Semi-structured Resume Data.
Chen Zhang|Hao Wang

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2019 Volume 10 Issue 2

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Deep Multi-scale Discriminative Networks for Double JPEG Compression Forensics.
Cheng Deng|Zhao Li|Xinbo Gao|Dacheng Tao
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Inferring Online Social Ties from Offline Geographical Activities.
Hsun-Ping Hsieh|Cheng-Te Li
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Goal and Plan Recognition Design for Plan Libraries.
Reuth Mirsky|Kobi Gal|Roni Stern|Meir Kalech
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Enumerating Connected Subgraphs and Computing the Myerson and Shapley Values in Graph-Restricted Games.
Oskar Skibski|Talal Rahwan|Tomasz P. Michalak|Michael J. Wooldridge
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A Simple Baseline for Travel Time Estimation using Large-scale Trip Data.
Hongjian Wang|Xianfeng Tang|Yu-Hsuan Kuo|Daniel Kifer|Zhenhui Li
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A Survey of Zero-Shot Learning: Settings, Methods, and Applications.
Wei Wang|Vincent W. Zheng|Han Yu|Chunyan Miao
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Federated Machine Learning: Concept and Applications.
Qiang Yang|Yang Liu|Tianjian Chen|Yongxin Tong
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Reconstruction of Hidden Representation for Robust Feature Extraction.
Zeng Yu|Tianrui Li|Ning Yu|Yi Pan|Hongmei Chen|Bing Liu
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Understanding Event Organization at Scale in Event-Based Social Networks.
Jason Shuo Zhang|Qin Lv

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2019 Volume 10 Issue 3

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Using Social Dependence to Enable Neighbourly Behaviour in Open Multi-Agent Systems.
Fatemeh Golpayegani|Ivana Dusparic|Siobhán Clarke
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A Local Mean Representation-based K-Nearest Neighbor Classifier.
Jianping Gou|Wenmo Qiu|Zhang Yi|Yong Xu|Qirong Mao|Yongzhao Zhan
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Location-Specific Influence Quantification in Location-Based Social Networks.
Ankita Likhyani|Srikanta Bedathur|P. Deepak
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Co-saliency Detection with Graph Matching.
Zun Li|Congyan Lang|Jiashi Feng|Yidong Li|Tao Wang|Songhe Feng
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A Semi-Boosted Nested Model With Sensitivity-Based Weighted Binarization for Multi-Domain Network Intrusion Detection.
Joseph W. Mikhail|John M. Fossaceca|Ronald Iammartino
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Combating Fake News: A Survey on Identification and Mitigation Techniques.
Karishma Sharma|Feng Qian|He Jiang|Natali Ruchansky|Ming Zhang|Yan Liu
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CNNs Based Viewpoint Estimation for Volume Visualization.
Neng Shi|Yubo Tao
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Online Heterogeneous Transfer Learning by Knowledge Transition.
Hanrui Wu|Yuguang Yan|Yuzhong Ye|Huaqing Min|Michael K. Ng|Qingyao Wu
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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
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Predicting Academic Performance for College Students: A Campus Behavior Perspective.
Huaxiu Yao|Defu Lian|Yi Cao|Yifan Wu|Tao Zhou
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Recognizing Multi-Agent Plans When Action Models and Team Plans Are Both Incomplete.
Hankz Hankui Zhuo
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Exploiting the Value of the Center-dark Channel Prior for Salient Object Detection.
Chunbiao Zhu|Wenhao Zhang|Thomas H. Li|Shan Liu|Ge Li

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2019 Volume 10 Issue 4

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Large-Scale Frequent Episode Mining from Complex Event Sequences with Hierarchies.
Xiang Ao|Haoran Shi|Jin Wang|Luo Zuo|Hongwei Li|Qing He
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ALERA: Accelerated Reinforcement Learning Driven Adaptation to Electro-Mechanical Degradation in Nonlinear Control Systems Using Encoded State Space Error Signatures.
Suvadeep Banerjee|Abhijit Chatterjee
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Trajectory Data Classification: A Review.
Jiang Bian|Dayong Tian|Yuanyan Tang|Dacheng Tao
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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
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Multi-Modal Curriculum Learning over Graphs.
Chen Gong|Jian Yang|Dacheng Tao
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Spatio-temporal Adaptive Pricing for Balancing Mobility-on-Demand Networks.
Suining He|Kang G. Shin
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Spatial Ensemble Learning for Heterogeneous Geographic Data with Class Ambiguity.
Zhe Jiang|Arpan Man Sainju|Yan Li|Shashi Shekhar|Joseph F. Knight
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Efficient User Guidance for Validating Participatory Sensing Data.
Thanh Cong Phan|Thanh Tam Nguyen|Hongzhi Yin|Bolong Zheng|Bela Stantic|Nguyen Quoc Viet Hung
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DiffQue: Estimating Relative Difficulty of Questions in Community Question Answering Services.
Deepak Thukral|Adesh Pandey|Rishabh Gupta|Vikram Goyal|Tanmoy Chakraborty
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Privacy-aware Tag Recommendation for Accurate Image Privacy Prediction.
Ashwini Tonge|Cornelia Caragea
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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
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Personalized Reason Generation for Explainable Song Recommendation.
Guoshuai Zhao|Hao Fu|Ruihua Song|Tetsuya Sakai|Zhongxia Chen|Xing Xie|Xueming Qian

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2019 Volume 10 Issue 5

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Correlated Multi-label Classification with Incomplete Label Space and Class Imbalance.
Ali Braytee|Wei Liu|Ali Anaissi|Paul J. Kennedy
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RecRules: Recommending IF-THEN Rules for End-User Development.
Fulvio Corno|Luigi De Russis|Alberto Monge Roffarello
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Toward Accounting for Hidden Common Causes When Inferring Cause and Effect from Observational Data.
David Heckerman
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Detecting Causal Relationships in Simulation Models Using Intervention-based Counterfactual Analysis.
Benjamin Herd|Simon Miles
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Take a Look Around: Using Street View and Satellite Images to Estimate House Prices.
Stephen Law|Brooks Paige|Chris Russell
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BAMB: A Balanced Markov Blanket Discovery Approach to Feature Selection.
Zhaolong Ling|Kui Yu|Hao Wang|Lin Liu|Wei Ding|Xindong Wu
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Local Learning Approaches for Finding Effects of a Specified Cause and Their Causal Paths.
Yue Liu|Zheng Cai|Chunchen Liu|Zhi Geng
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Introduction to the Special Section on Advances in Causal Discovery and Inference.
Jiuyong Li|Kun Zhang|Emre Kiciman|Peng Cui
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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
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Stable Specification Search in Structural Equation Models with Latent Variables.
Ridho Rahmadi|Perry Groot|Tom Heskes
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Estimating and Controlling the False Discovery Rate of the PC Algorithm Using Edge-specific P-Values.
Eric V. Strobl|Peter L. Spirtes|Shyam Visweswaran
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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
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Multi-View Fusion with Extreme Learning Machine for Clustering.
Yongshan Zhang|Jia Wu|Chuan Zhou|Zhihua Cai|Jian Yang|Philip S. Yu
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Measuring Conditional Independence by Independent Residuals for Causal Discovery.
Hao Zhang|Shuigeng Zhou|Jihong Guan|Jun Huan
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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

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2019 Volume 10 Issue 6

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Special Issue on Intelligent Edge Computing for Cyber Physical and Cloud Systems.
Weijia Jia|Geyong Min|Yang Xiang|Arun Kumar Sangaiah
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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
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Secure Deduplication System with Active Key Update and Its Application in IoT.
Jin Li|Tong Li|Zheli Liu|Xiaofeng Chen
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Edge-enabled Disaster Rescue: A Case Study of Searching for Missing People.
Fang Liu|Yeting Guo|Zhiping Cai|Nong Xiao|Ziming Zhao
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A Trust Computing-based Security Routing Scheme for Cyber Physical Systems.
Yuxin Liu|Xiao Liu|Anfeng Liu|Neal N. Xiong|Fang Liu
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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
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Deep Reinforcement Learning for Vehicular Edge Computing: An Intelligent Offloading System.
Zhaolong Ning|Peiran Dong|Xiaojie Wang|Joel J. P. C. Rodrigues|Feng Xia
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Efficient and Privacy-preserving Fog-assisted Health Data Sharing Scheme.
Wenjuan Tang|Ju Ren|Kuan Zhang|Deyu Zhang|Yaoxue Zhang|Xuemin (Sherman) Shen
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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
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Crowdsourcing Mechanism for Trust Evaluation in CPCS Based on Intelligent Mobile Edge Computing.
Tian Wang|Hao Luo|Xi Zheng|Mande Xie
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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
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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
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Lightweight Convolution Neural Networks for Mobile Edge Computing in Transportation Cyber Physical Systems.
Junhao Zhou|Hong-Ning Dai|Hao Wang