ACM Transactions on Intelligent Systems and Technology (TIST) (2017)

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2017 Volume 9 Issue 1

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Multifeature Anisotropic Orthogonal Gaussian Process for Automatic Age Estimation.
Zhifeng Li|Dihong Gong|Kai Zhu|Dacheng Tao|Xuelong Li
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ACM TIST Special Issue on Data-Driven Intelligence for Wireless Networking.
Wenwu Zhu|Jean C. Walrand|Yike Guo|Zhi Wang
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i2tag: RFID Mobility and Activity Identification Through Intelligent Profiling.
Xiaoyi Fan|Wei Gong|Jiangchuan Liu
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Finding Semantically Valid and Relevant Topics by Association-Based Topic Selection Model.
Yang Gao|Yuefeng Li|Raymond Y. K. Lau|Yue Xu|Md. Abul Bashar
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Refined-Graph Regularization-Based Nonnegative Matrix Factorization.
Xuelong Li|Guosheng Cui|Yongsheng Dong
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DMAD: Data-Driven Measuring of Wi-Fi Access Point Deployment in Urban Spaces.
Jiaxing Shen|Jiannong Cao|Xuefeng Liu|Chisheng Zhang
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TensorBeat: Tensor Decomposition for Monitoring Multiperson Breathing Beats with Commodity WiFi.
Xuyu Wang|Chao Yang|Shiwen Mao
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Taking the Pulse of US College Campuses with Location-Based Anonymous Mobile Apps.
Yanqiu Wu|Tehila Minkus|Keith W. Ross
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Secure IoT-Based, Incentive-Aware Emergency Personnel Dispatching Scheme with Weighted Fine-Grained Access Control.
Lo-Yao Yeh|Woei-Jiunn Tsaur|Hsin-Han Huang
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Exploring Indoor White Spaces in Metropolises.
Xuhang Ying|Jincheng Zhang|Lichao Yan|Yu Chen|Guanglin Zhang|Minghua Chen|Ranveer Chandra
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UMCR: User Interaction-Driven Mobile Content Retrieval.
Hao Yin|Wei Wang|Xu Zhang|Yongqiang Lyu|Geyong Min|Dongchao Guo
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Energy-Efficient Mobile Video Streaming: A Location-Aware Approach.
Wei Zhang|Rui Fan|Yonggang Wen|Fang Liu
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From Electromyogram to Password: Exploring the Privacy Impact of Wearables in Augmented Reality.
Ruide Zhang|Ning Zhang|Changlai Du|Wenjing Lou|Y. Thomas Hou|Yuichi Kawamoto

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2017 Volume 8 Issue 2

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Efficient Methods for Influence-Based Network-Oblivious Community Detection.
Nicola Barbieri|Francesco Bonchi|Giuseppe Manco
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Differential Flattening: A Novel Framework for Community Detection in Multi-Layer Graphs.
Jungeun Kim|Jae-Gil Lee|Sungsu Lim
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Implicit Visual Learning: Image Recognition via Dissipative Learning Model.
Yan Liu|Yang Liu|Sheng-hua Zhong|Songtao Wu
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Intelligent Process Adaptation in the SmartPM System.
Andrea Marrella|Massimo Mecella|Sebastian Sardiña
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Sound and Music Recommendation with Knowledge Graphs.
Sergio Oramas|Vito Claudio Ostuni|Tommaso Di Noia|Xavier Serra|Eugenio Di Sciascio
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A Joyful Ode to Automatic Orchestration.
François Pachet
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Tensors for Data Mining and Data Fusion: Models, Applications, and Scalable Algorithms.
Evangelos E. Papalexakis|Christos Faloutsos|Nicholas D. Sidiropoulos
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A Supervised Learning Model for High-Dimensional and Large-Scale Data.
Chong Peng|Jie Cheng|Qiang Cheng
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SMARTS: Scalable Microscopic Adaptive Road Traffic Simulator.
Kotagiri Ramamohanarao|Hairuo Xie|Lars Kulik|Shanika Karunasekera|Egemen Tanin|Rui Zhang|Eman Bin Khunayn
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Tempo Driven Audio-to-Score Alignment Using Spectral Decomposition and Online Dynamic Time Warping.
Francisco José Rodríguez-Serrano|Julio José Carabias-Orti|Pedro Vera-Candeas|Damián Martínez-Muñoz
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Learning Contextualized Music Semantics from Tags Via a Siamese Neural Network.
Ubai Sandouk|Ke Chen
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Introduction to Intelligent Music Systems and Applications.
Markus Schedl|Yi-Hsuan Yang|Perfecto Herrera-Boyer
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Harnessing Music-Related Visual Stereotypes for Music Information Retrieval.
Alexander Schindler|Andreas Rauber
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Prediction and Simulation of Human Mobility Following Natural Disasters.
Xuan Song|Quanshi Zhang|Yoshihide Sekimoto|Ryosuke Shibasaki|Nicholas Jing Yuan|Xing Xie
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Towards Music Structural Segmentation across Genres: Features, Structural Hypotheses, and Annotation Principles.
Mi Tian|Mark B. Sandler
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Getting Closer to the Essence of Music: The Con Espressione Manifesto.
Gerhard Widmer
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Community Detection with Topological Structure and Attributes in Information Networks.
Zhonggang Wu|Zhao Lu|Shan-Yuan Ho
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Joint Structured Sparsity Regularized Multiview Dimension Reduction for Video-Based Facial Expression Recognition.
Liping Xie|Dacheng Tao|Haikun Wei

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2017 Volume 8 Issue 3

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A Distribution Separation Method Using Irrelevance Feedback Data for Information Retrieval.
Peng Zhang|Qian Yu|Yuexian Hou|Dawei Song|Jingfei Li|Bin Hu
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Event Classification in Microblogs via Social Tracking.
Yue Gao|Hanwang Zhang|Xibin Zhao|Shuicheng Yan
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Modeling Topics and Behavior of Microbloggers: An Integrated Approach.
Tuan-Anh Hoang|Ee-Peng Lim
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Cost-Optimized Microblog Distribution over Geo-Distributed Data Centers: Insights from Cross-Media Analysis.
Han Hu|Yonggang Wen|Tat-Seng Chua|Xuelong Li
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Mobile Social Multimedia Analytics in the Big Data Era: An Introduction to the Special Issue.
Rongrong Ji|Wei Liu|Xing Xie|Yiqiang Chen|Jiebo Luo
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CRADLE: An Online Plan Recognition Algorithm for Exploratory Domains.
Reuth Mirsky|Ya'akov (Kobi) Gal|Stuart M. Shieber
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Learning User Attributes via Mobile Social Multimedia Analytics.
Liqiang Nie|Luming Zhang|Meng Wang|Richang Hong|Aleksandr Farseev|Tat-Seng Chua
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Nonnegative Matrix Factorization with Integrated Graph and Feature Learning.
Chong Peng|Zhao Kang|Yunhong Hu|Jie Cheng|Qiang Cheng
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Exploiting Social-Mobile Information for Location Visualization.
Jitao Sang|Quan Fang|Changsheng Xu
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Large Sparse Cone Non-negative Matrix Factorization for Image Annotation.
Dapeng Tao|Dacheng Tao|Xuelong Li|Xinbo Gao
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ST-SAGE: A Spatial-Temporal Sparse Additive Generative Model for Spatial Item Recommendation.
Weiqing Wang|Hongzhi Yin|Ling Chen|Yizhou Sun|Shazia Sadiq|Xiaofang Zhou
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Daehr: A Discriminant Analysis Framework for Electronic Health Record Data and an Application to Early Detection of Mental Health Disorders.
Haoyi Xiong|Jinghe Zhang|Yu Huang|Kevin Leach|Laura E. Barnes
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Directly Optimize Diversity Evaluation Measures: A New Approach to Search Result Diversification.
Jun Xu|Long Xia|Yanyan Lan|Jiafeng Guo|Xueqi Cheng
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Learning k for kNN Classification.
Shichao Zhang|Xuelong Li|Ming Zong|Xiaofeng Zhu|Debo Cheng
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Location-Based Parallel Tag Completion for Geo-Tagged Social Image Retrieval.
Jiaming Zhang|Shuhui Wang|Qingming Huang

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2017 Volume 8 Issue 4

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Data-Driven Frequency-Based Airline Profit Maximization.
Bo An|Haipeng Chen|Noseong Park|V. S. Subrahmanian
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Algorithms for Graph-Constrained Coalition Formation in the Real World.
Filippo Bistaffa|Alessandro Farinelli|Jesús Cerquides|Juan A. Rodríguez-Aguilar|Sarvapali D. Ramchurn
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Optimal Scheduling of Cybersecurity Analysts for Minimizing Risk.
Rajesh Ganesan|Sushil Jajodia|Hasan Cam
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Bridging the Air Gap between Isolated Networks and Mobile Phones in a Practical Cyber-Attack.
Mordechai Guri|Matan Monitz|Yuval Elovici
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Cyber Security and the Role of Intelligent Systems in Addressing its Challenges.
Yaniv Harel|Irad Ben-Gal|Yuval Elovici
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Analyzing and Optimizing Access Control Choice Architectures in Online Social Networks.
Ron S. Hirschprung|Eran Toch|Hadas Schwartz-Chassidim|Tamir Mendel|Oded Maimon
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The Letter from Prof. Maj. Gen. (Ret.) Isaac Ben-Israel.
Isaac Ben Israel
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Automatic Construction of Statechart-Based Anomaly Detection Models for Multi-Threaded Industrial Control Systems.
Amit Kleinmann|Avishai Wool
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Securely Computing a Ground Speed Model.
Eyal Kolman|Benny Pinkas
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On Network Neutrality Measurements.
Alex Maltinsky|Ran Giladi|Yuval Shavitt
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A Risk-Scoring Feedback Model for Webpages and Web Users Based on Browsing Behavior.
Michal Ben Neria|Nancy-Sarah Yacovzada|Irad Ben-Gal
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Understanding the Relationship between Human Behavior and Susceptibility to Cyber Attacks: A Data-Driven Approach.
Michael Ovelgönne|Tudor Dumitras|B. Aditya Prakash|V. S. Subrahmanian|Benjamin Wang
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Advanced Economic Control of Electricity-Based Space Heating Systems in Domestic Coalitions with Shared Intermittent Energy Resources.
Athanasios Aris Panagopoulos|Sasan Maleki|Alex Rogers|Matteo Venanzi|Nicholas R. Jennings
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Tracking Illicit Drug Dealing and Abuse on Instagram Using Multimodal Analysis.
Xitong Yang|Jiebo Luo

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2017 Volume 8 Issue 5

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Homogeneity in Web Search Results: Diagnosis and Mitigation.
Rakesh Agrawal|Behzad Golshan|Evangelos E. Papalexakis
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RCMC: Recognizing Crowd-Mobility Patterns in Cities Based on Location Based Social Networks Data.
Haytham Assem|Teodora Sandra Buda|Declan O'Sullivan
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Augmented Collaborative Filtering for Sparseness Reduction in Personalized POI Recommendation.
Chaoran Cui|Jialie Shen|Liqiang Nie|Richang Hong|Jun Ma
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Sparse Online Learning of Image Similarity.
Xingyu Gao|Steven C. H. Hoi|Yongdong Zhang|Jianshe Zhou|Ji Wan|Zhenyu Chen|Jintao Li|Jianke Zhu
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Visual Classification of Furniture Styles.
Zhenzhen Hu|Yonggang Wen|Luoqi Liu|Jianguo Jiang|Richang Hong|Meng Wang|Shuicheng Yan
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As-You-Type Social Aware Search.
Paul Lagrée|Bogdan Cautis|Hossein Vahabi
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DUCT: An Upper Confidence Bound Approach to Distributed Constraint Optimization Problems.
Brammert Ottens|Christos Dimitrakakis|Boi Faltings
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Adult Image and Video Recognition by a Deep Multicontext Network and Fine-to-Coarse Strategy.
Xinyu Ou|Hefei Ling|Han Yu|Ping Li|Fuhao Zou|Si Liu
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Transfer Learning for Behavior Ranking.
Weike Pan|Qiang Yang|Yuchao Duan|Ben Tan|Zhong Ming
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Unveiling Correlations via Mining Human-Thing Interactions in the Web of Things.
Lina Yao|Quan Z. Sheng|Anne H. H. Ngu|Xue Li|Boualem Benattalah

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2017 Volume 8 Issue 6

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Introduction to Special Issue on Social Media Processing (TIST-SMP).
Ronald Burt|Jie Tang|Michalis Vazirgiannis|Shuang Yang
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Exploring Communication Behaviors of Users to Target Potential Users in Mobile Social Networks.
Chien-Cheng Chen|Kuo-Wei Hsu|Wen-Chih Peng
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Detecting Communities of Authority and Analyzing Their Influence in Dynamic Social Networks.
Belkacem Chikhaoui|Mauricio Chiazzaro|Shengrui Wang|Martin Sotir
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Multi-Hypergraph Consistent Sparse Coding.
Xiaodong Feng|Sen Wu|Wenjun Zhou
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Social Incentives in Paid Collaborative Crowdsourcing.
Oluwaseyi Feyisetan|Elena Simperl
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Robust Spammer Detection in Microblogs: Leveraging User Carefulness.
Hao Fu|Xing Xie|Yong Rui|Neil Zhenqiang Gong|Guangzhong Sun|Enhong Chen
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Rating Effects on Social News Posts and Comments.
Maria Glenski|Tim Weninger
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An Unsupervised Approach to Inferring the Localness of People Using Incomplete Geotemporal Online Check-In Data.
Chao Huang|Dong Wang|Jun Tao
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A Traffic Flow Approach to Early Detection of Gathering Events: Comprehensive Results.
Amin Vahedian Khezerlou|Xun Zhou|Lufan Li|Zubair Shafiq|Alex X. Liu|Fan Zhang
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Personalized Microtopic Recommendation on Microblogs.
Yang Li|Jing Jiang|Ting Liu|Minghui Qiu|Xiaofei Sun
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PRISM: Profession Identification in Social Media.
Cunchao Tu|Zhiyuan Liu|Huanbo Luan|Maosong Sun
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P2P Lending Survey: Platforms, Recent Advances and Prospects.
Hongke Zhao|Yong Ge|Qi Liu|Guifeng Wang|Enhong Chen|Hefu Zhang