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ACM Transactions on Intelligent Systems and Technology (2015)


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2015 Volume 6 Issue 1

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When Location Meets Social Multimedia: A Survey on Vision-Based Recognition and Mining for Geo-Social Multimedia Analytics
Rongrong Ji | Yue Gao | Wei Liu | Xing Xie | Qi Tian | Xuelong Li

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A Fast Parallel Stochastic Gradient Method for Matrix Factorization in Shared Memory Systems
Wei-Sheng Chin | Yong Zhuang | Yu-Chin Juan | Chih-Jen Lin

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Transfer Learning across Feature-Rich Heterogeneous Feature Spaces via Feature-Space Remapping (FSR)
Kyle D. Feuz | Diane J. Cook

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On Discovery of Spatiotemporal Influence-Based Moving Clusters
Dhaval Patel

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Identifying Controversial Wikipedia Articles Using Editor Collaboration Networks
Hoda Sepehri Rad | Denilson Barbosa

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Resources Sequencing Using Automatic Prerequisite-Outcome Annotation
Sahar Changuel | Nicolas Labroche | Bernadette Bouchon-Meunier

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Modeling the Thermal Dynamics of Buildings: A Latent-Force- Model-Based Approach
Siddhartha Ghosh | Steven Reece | Alex Rogers | Stephen J. Roberts | Areej Malibari | Nicholas R. Jennings

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A Sparse Projection and Low-Rank Recovery Framework for Handwriting Representation and Salient Stroke Feature Extraction
Zhao Zhang | Cheng-Lin Liu | Ming-Bo Zhao

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Combining Sketching and Traditional Diagram Editing Tools
Gem Stapleton | Beryl Plimmer | Aidan J. Delaney | Peter J. Rodgers


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2015 Volume 6 Issue 2

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Visual Understanding with RGB-D Sensors: An Introduction to the Special Issue
Richang Hong | Shuicheng Yan | Zhengyou Zhang

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Kinect Depth Recovery Using a Color-Guided, Region-Adaptive, and Depth-Selective Framework
Chongyu Chen | Jianfei Cai | Jianmin Zheng | Tat-Jen Cham | Guangming Shi

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Depth Error Elimination for RGB-D Cameras
Yue Gao | You Yang | Yi Zhen | Qionghai Dai

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A Combined Approach Toward Consistent Reconstructions of Indoor Spaces Based on 6D RGB-D Odometry and KinectFusion
Nadia Figueroa | Haiwei Dong | Abdulmotaleb El-Saddik

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Robust Multiview Feature Learning for RGB-D Image Understanding
Zheng-Jun Zha | Yang Yang | Jinhui Tang | Meng Wang | Tat-Seng Chua

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From RGB-D Images to RGB Images: Single Labeling for Mining Visual Models
Quanshi Zhang | Xuan Song | Xiaowei Shao | Huijing Zhao | Ryosuke Shibasaki

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Accurate and Robust Moving-Object Segmentation for Telepresence Systems
Meiyu Huang | Yiqiang Chen | Wen Ji | Chunyan Miao

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Fusing Multiple Features for Depth-Based Action Recognition
Yu Zhu | Wenbin Chen | Guodong Guo

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An Evaluation of Gamesourced Data for Human Pose Estimation
Scott Spurlock | Richard Souvenir

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Latent Support Vector Machine Modeling for Sign Language Recognition with Kinect
Chao Sun | Tianzhu Zhang | Changsheng Xu

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A Real-Time Hand Posture Recognition System Using Deep Neural Networks
Ao Tang | Ke Lu | Yufei Wang | Jie Huang | Houqiang Li

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Real-Time System for Driver Fatigue Detection by RGB-D Camera
Liyan Zhang | Fan Liu | Jinhui Tang

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An Approach to Ballet Dance Training through MS Kinect and Visualization in a CAVE Virtual Reality Environment
Matthew J. Kyan | Guoyu Sun | Haiyan Li | Ling Zhong | Paisarn Muneesawang | Nan Dong | Bruce Elder | Ling Guan

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Exploring Spatial Correlation for Visual Object Retrieval
Miaojing Shi | Xinghai Sun | Dacheng Tao | Chao Xu | George Baciu | Hong Liu

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Pattern Matching Techniques for Replacing Missing Sections of Audio Streamed across Wireless Networks
Jonathan Doherty | Kevin Curran | Paul McKevitt

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An Association-Based Unified Framework for Mining Features and Opinion Words
Zhen Hai | Kuiyu Chang | Gao Cong | Christopher C. Yang

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A Hybrid Multigroup Coclustering Recommendation Framework Based on Information Fusion
Shanshan Huang | Jun Ma | Peizhe Cheng | Shuaiqiang Wang

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Data Mining of Online Genealogy Datasets for Revealing Lifespan Patterns in Human Population
Michael Fire | Yuval Elovici


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2015 Volume 6 Issue 3

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Trajectory Data Mining: An Overview
Yu Zheng

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Identifying Authorities in Online Communities
Mohamed Bouguessa | Lotfi Ben Romdhane

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Who Will Retweet This? Detecting Strangers from Twitter to Retweet Information
Kyumin Lee | Jalal Mahmud | Jilin Chen | Michelle X. Zhou | Jeffrey Nichols

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Simplifying Data Disclosure Configurations in a Cloud Computing Environment
Ron Hirschprung | Eran Toch | Oded Maimon

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User-Specific Feature-Based Similarity Models for Top-n Recommendation of New Items
Asmaa Elbadrawy | George Karypis

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TerraFly GeoCloud: An Online Spatial Data Analysis and Visualization System
Mingjin Zhang | Huibo Wang | Yun Lu | Tao Li | Yudong Guang | Chang Liu | Erik Edrosa | Hongtai Li | Naphtali Rishe

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Significant Correlation Pattern Mining in Smart Homes
Yi-Cheng Chen | Wen-Chih Peng | Jiun-Long Huang | Wang-Chien Lee

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An Introduction to the Special Issue on Participatory Sensing and Crowd Intelligence
Bin Guo | Alvin Chin | Zhiwen Yu | Runhe Huang | Daqing Zhang

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Sensing the Pulse of Urban Refueling Behavior: A Perspective from Taxi Mobility
Fuzheng Zhang | Nicholas Jing Yuan | David Wilkie | Yu Zheng | Xing Xie

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Ohmage: A General and Extensible End-to-End Participatory Sensing Platform
Hongsuda Tangmunarunkit | Cheng-Kang Hsieh | Brent Longstaff | S. Nolen | John Jenkins | Cameron Ketcham | Joshua Selsky | Faisal Alquaddoomi | Dony George | Jinha Kang | Z. Khalapyan | Jeroen Ooms | Nithya Ramanathan | Deborah Estrin

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EEMC: Enabling Energy-Efficient Mobile Crowdsensing with Anonymous Participants
Haoyi Xiong | Daqing Zhang | Leye Wang | J. Paul Gibson | Jie Zhu

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City-Scale Social Event Detection and Evaluation with Taxi Traces
Wangsheng Zhang | Guande Qi | Gang Pan | Hua Lu | Shijian Li | Zhaohui Wu

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Activity Sensor: Check-In Usage Mining for Local Recommendation
Jitao Sang | Tao Mei | Changsheng Xu

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An Event-Driven QoI-Aware Participatory Sensing Framework with Energy and Budget Constraints
Bo Zhang | Zheng Song | Chi Harold Liu | Jian Ma | Wendong Wang


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2015 Volume 6 Issue 4

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Extracting City Traffic Events from Social Streams
Pramod Anantharam | Payam M. Barnaghi | Krishnaprasad Thirunarayan | Amit P. Sheth

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Automated Generation of Counterterrorism Policies Using Multiexpert Input
Anshul Sawant | John P. Dickerson | Mohammad Taghi Hajiaghayi | V. S. Subrahmanian

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Online Planning for Large Markov Decision Processes with Hierarchical Decomposition
Aijun Bai | Feng Wu | Xiaoping Chen

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Soter: Smart Bracelets for Children's Safety
Yanfang Ye | Tao Li | Haiyin Shen

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Peacock: Learning Long-Tail Topic Features for Industrial Applications
Yi Wang | Xuemin Zhao | Zhenlong Sun | Hao Yan | Lifeng Wang | Zhihui Jin | Liubin Wang | Yang Gao | Ching Law | Jia Zeng

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Automated Pricing in a Multiagent Prediction Market Using a Partially Observable Stochastic Game
Janyl Jumadinova | Prithviraj Dasgupta

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Effective Social Graph Deanonymization Based on Graph Structure and Descriptive Information
Hao Fu | Aston Zhang | Xing Xie

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Hazy Image Restoration by Bi-Histogram Modification
Bo-Hao Chen | Shih-Chia Huang | Jian-Hui Ye

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Introduction to the ACM TIST Special Issue on Intelligent Healthcare Informatics
Carlo Combi | Jiming Liu

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Analyzing Activity Recognition Uncertainties in Smart Home Environments
Eunju Kim | Sumi Helal | Chris D. Nugent | Mark Beattie

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Design of a Predictive Scheduling System to Improve Assisted Living Services for Elders
Valeria Soto-Mendoza | J. Antonio García-Macías | Edgar Chávez | Ana I. Martínez-Garcia | Jesús Favela | Patricia Serrano-Alvarado | Maythé R. Zúñiga Rojas

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Empowering Patients and Caregivers to Manage Healthcare Via Streamlined Presentation of Web Objects Selected by Modeling Learning Benefits Obtained by Similar Peers
John Champaign | Robin Cohen | Disney Yan Lam

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Using Health-Consumer-Contributed Data to Detect Adverse Drug Reactions by Association Mining with Temporal Analysis
Haodong Yang | Christopher C. Yang

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Estimating a Ranked List of Human Genetic Diseases by Associating Phenotype-Gene with Gene-Disease Bipartite Graphs
Md Zia Ullah | Masaki Aono | Md. Hanif Seddiqui

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MeTA: Characterization of Medical Treatments at Different Abstraction Levels
Dario Antonelli | Elena Baralis | Giulia Bruno | Luca Cagliero | Tania Cerquitelli | Silvia Chiusano | Paolo Garza | Naeem Ahmed Mahoto

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Smart Colonography for Distributed Medical Databases with Group Kernel Feature Analysis
Yuichi Motai | Dingkun Ma | Alen Docef | Hiroyuki Yoshida

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Recognition of Patient-Related Named Entities in Noisy Tele-Health Texts
Mi-Young Kim | Ying Xu | Osmar R. Zaïane | Randy Goebel


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2015 Volume 7 Issue 1

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Learning to Rank from Noisy Data
Wenkui Ding | Xiubo Geng | Xudong Zhang

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Local Structure-Based Sparse Representation for Face Recognition
Fan Liu | Jinhui Tang | Yan Song | Liyan Zhang | Zhenmin Tang

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On Optimizing Airline Ticket Purchase Timing
William Groves | Maria L. Gini

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Nonnegative Multiresolution Representation-Based Texture Image Classification
Yongsheng Dong | Dacheng Tao | Xuelong Li

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Multi-Keyword Multi-Click Advertisement Option Contracts for Sponsored Search
Bowei Chen | Jun Wang | Ingemar J. Cox | Mohan S. Kankanhalli

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Analysis of the Impact of a Tag Recommendation System in a Real-World Folksonomy
Frederic Font | Joan Serrà | Xavier Serra

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A Hybrid Background Subtraction Method with Background and Foreground Candidates Detection
Fan-Chieh Cheng | Bo-Hao Chen | Shih-Chia Huang

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On Learning Prediction Models for Tourists Paths
Cristina Ioana Muntean | Franco Maria Nardini | Fabrizio Silvestri | Ranieri Baraglia

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Where2Stand: A Human Position Recommendation System for Souvenir Photography
Yinting Wang | Mingli Song | Dacheng Tao | Yong Rui | Jiajun Bu | Ah Chung Tsoi | Shaojie Zhuo | Ping Tan

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Metastrategies in Large-Scale Bargaining Settings
Daniel Hennes | Steven de Jong | Karl Tuyls | Ya'akov (Kobi) Gal

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Spatiotemporal Sequential Influence Modeling for Location Recommendations: A Gravity-based Approach
Jia-Dong Zhang | Chi-Yin Chow

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On-Device Mobile Landmark Recognition Using Binarized Descriptor with Multifeature Fusion
Tao Guan | Yuesong Wang | Liya Duan | Rongrong Ji