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ACM Transactions on Intelligent Systems and Technology (2017)


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2017 Volume 8 Issue 2

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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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Introduction to Intelligent Music Systems and Applications
Markus Schedl | Yi-Hsuan Yang | Perfecto Herrera-Boyer

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A Joyful Ode to Automatic Orchestration
François Pachet

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Getting Closer to the Essence of Music: The Con Espressione Manifesto
Gerhard Widmer

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Harnessing Music-Related Visual Stereotypes for Music Information Retrieval
Alexander Schindler | Andreas Rauber

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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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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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Towards Music Structural Segmentation across Genres: Features, Structural Hypotheses, and Annotation Principles
Mi Tian | Mark B. Sandler

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Learning Contextualized Music Semantics from Tags Via a Siamese Neural Network
Ubai Sandouk | Ke Chen

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Intelligent Process Adaptation in the SmartPM System
Andrea Marrella | Massimo Mecella | Sebastian Sardiña

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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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Differential Flattening: A Novel Framework for Community Detection in Multi-Layer Graphs
Jungeun Kim | Jae-Gil Lee | Sungsu Lim

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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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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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A Supervised Learning Model for High-Dimensional and Large-Scale Data
Chong Peng | Jie Cheng | Qiang Cheng

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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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Efficient Methods for Influence-Based Network-Oblivious Community Detection
Nicola Barbieri | Francesco Bonchi | Giuseppe Manco

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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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2017 Volume 8 Issue 3

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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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Event Classification in Microblogs via Social Tracking
Yue Gao | Hanwang Zhang | Xibin Zhao | Shuicheng Yan

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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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Large Sparse Cone Non-negative Matrix Factorization for Image Annotation
Dapeng Tao | Dacheng Tao | Xuelong Li | Xinbo Gao

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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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Exploiting Social-Mobile Information for Location Visualization
Jitao Sang | Quan Fang | Changsheng Xu

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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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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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Nonnegative Matrix Factorization with Integrated Graph and Feature Learning
Chong Peng | Zhao Kang | Yunhong Hu | Jie Cheng | Qiang Cheng

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Learning k for kNN Classification
Shichao Zhang | Xuelong Li | Ming Zong | Xiaofeng Zhu | Debo Cheng

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Modeling Topics and Behavior of Microbloggers: An Integrated Approach
Tuan-Anh Hoang | Ee-Peng Lim

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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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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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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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ST-SAGE: A Spatial-Temporal Sparse Additive Generative Model for Spatial Item Recommendation
Weiqing Wang | Hongzhi Yin | Ling Chen | Yizhou Sun | Shazia Wasim Sadiq | Xiaofang Zhou


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2017 Volume 8 Issue 4

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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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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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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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Optimal Scheduling of Cybersecurity Analysts for Minimizing Risk
Rajesh Ganesan | Sushil Jajodia | Hasan Cam

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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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Securely Computing a Ground Speed Model
Eyal Kolman | Benny Pinkas

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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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On Network Neutrality Measurements
Alex Maltinsky | Ran Giladi | Yuval Shavitt

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Analyzing and Optimizing Access Control Choice Architectures in Online Social Networks
Ron Hirschprung | Eran Toch | Hadas Schwartz-Chassidim | Tamir Mendel | Oded Maimon

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Tracking Illicit Drug Dealing and Abuse on Instagram Using Multimodal Analysis
Xitong Yang | Jiebo Luo

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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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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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Data-Driven Frequency-Based Airline Profit Maximization
Bo An | Haipeng Chen | Noseong Park | V. S. Subrahmanian

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The Letter from Prof. Maj. Gen. (Ret.) Isaac Ben-Israel
Isaac Ben Israel


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2017 Volume 8 Issue 5

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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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As-You-Type Social Aware Search
Paul Lagrée | Bogdan Cautis | Hossein Vahabi

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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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Transfer Learning for Behavior Ranking
Weike Pan | Qiang Yang | Yuchao Duan | Ben Tan | Zhong Ming

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Homogeneity in Web Search Results: Diagnosis and Mitigation
Rakesh Agrawal | Behzad Golshan | Evangelos E. Papalexakis

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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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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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DUCT: An Upper Confidence Bound Approach to Distributed Constraint Optimization Problems
Brammert Ottens | Christos Dimitrakakis | Boi Faltings

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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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2017 Volume 8 Issue 6

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P2P Lending Survey: Platforms, Recent Advances and Prospects
Hongke Zhao | Yong Ge | Qi Liu | Guifeng Wang | Enhong Chen | Hefu Zhang

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Social Incentives in Paid Collaborative Crowdsourcing
Oluwaseyi Feyisetan | Elena Simperl

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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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Multi-Hypergraph Consistent Sparse Coding
Xiaodong Feng | Sen Wu | Wenjun Zhou

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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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Personalized Microtopic Recommendation on Microblogs
Yang Li | Jing Jiang | Ting Liu | Minghui Qiu | Xiaofei Sun

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Rating Effects on Social News Posts and Comments
Maria Glenski | Tim Weninger

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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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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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PRISM: Profession Identification in Social Media
Cunchao Tu | Zhiyuan Liu | Huanbo Luan | Maosong Sun

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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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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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2017 Volume 9 Issue 1

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Refined-Graph Regularization-Based Nonnegative Matrix Factorization
Xuelong Li | Guosheng Cui | Yongsheng Dong

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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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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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ACM TIST Special Issue on Data-Driven Intelligence for Wireless Networking
Wenwu Zhu | Jean C. Walrand | Yike Guo | Zhi Wang

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i^tag: RFID Mobility and Activity Identification Through Intelligent Profiling
Xiaoyi Fan | Wei Gong | Jiangchuan Liu

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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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UMCR: User Interaction-Driven Mobile Content Retrieval
Hao Yin | Wei Wang | Xu Zhang | Yongqiang Lyu | Geyong Min | Dongchao Guo

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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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Exploring Indoor White Spaces in Metropolises
Xuhang Ying | Jincheng Zhang | Lichao Yan | Yu Chen | Guanglin Zhang | Minghua Chen | Ranveer Chandra

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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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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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Taking the Pulse of US College Campuses with Location-Based Anonymous Mobile Apps
Yanqiu Wu | Tehila Minkus | Keith W. Ross

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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