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ACM Transactions on Intelligent Systems and Technology (2018)

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2018 Volume 9 Issue 6

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TPM: A Temporal Personalized Model for Spatial Item Recommendation
Weiqing Wang | Hongzhi Yin | Xingzhong Du | Quoc Viet Hung Nguyen | Xiaofang Zhou

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X-CLEaVER: Learning Ranking Ensembles by Growing and Pruning Trees
Claudio Lucchese | Franco Maria Nardini | Salvatore Orlando | Raffaele Perego | Fabrizio Silvestri | Salvatore Trani

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Learning Urban Community Structures: A Collective Embedding Perspective with Periodic Spatial-temporal Mobility Graphs
Pengyang Wang | Yanjie Fu | Jiawei Zhang | Xiaolin Li | Dan Lin

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Adaptive Online One-Class Support Vector Machines with Applications in Structural Health Monitoring
Ali Anaissi | Nguyen Lu Dang Khoa | Thierry Rakotoarivelo | Mehrisadat Makki Alamdari | Yang Wang

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Discriminative and Orthogonal Subspace Constraints-Based Nonnegative Matrix Factorization
Xuelong Li | Guosheng Cui | Yongsheng Dong

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High-Precision Camera Localization in Scenes with Repetitive Patterns
Xiaobai Liu | Qian Xu | Yadong Mu | Jiadi Yang | Liang Lin | Shuicheng Yan

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A Cross-Domain Recommendation Mechanism for Cold-Start Users Based on Partial Least Squares Regression
Cheng-Te Li | Chia-Tai Hsu | Man-Kwan Shan

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Characterizing User Skills from Application Usage Traces with Hierarchical Attention Recurrent Networks
Longqi Yang | Chen Fang | Hailin Jin | Matthew D. Hoffman | Deborah Estrin

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Random-Forest-Inspired Neural Networks
Suhang Wang | Charu C. Aggarwal | Huan Liu

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SmartTransfer: Modeling the Spatiotemporal Dynamics of Passenger Transfers for Crowdedness-Aware Route Recommendations
Bowen Du | Yifeng Cui | Yanjie Fu | Runxing Zhong | Hui Xiong

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Few-Shot Text and Image Classification via Analogical Transfer Learning
Wenhe Liu | Xiaojun Chang | Yan Yan | Yi Yang | Alexander G. Hauptmann

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An Efficient Alternating Newton Method for Learning Factorization Machines
Wei-Sheng Chin | Bo-Wen Yuan | Meng-Yuan Yang | Chih-Jen Lin

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2018 Volume 9 Issue 5

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Deep Learning for Environmentally Robust Speech Recognition: An Overview of Recent Developments
Zixing Zhang | Jürgen T. Geiger | Jouni Pohjalainen | Amr El-Desoky Mousa | Wenyu Jin | Björn W. Schuller

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Mining Significant Microblogs for Misinformation Identification: An Attention-Based Approach
Qiang Liu | Feng Yu | Shu Wu | Liang Wang

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Dynamic Optimization of the Level of Operational Effectiveness of a CSOC Under Adverse Conditions
Ankit Shah | Rajesh Ganesan | Sushil Jajodia | Hasan Cam

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Exploiting Multilabel Information for Noise-Resilient Feature Selection
Ling Jian | Jundong Li | Huan Liu

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Multiview Discrete Hashing for Scalable Multimedia Search
Xiaobo Shen | Fumin Shen | Li Liu | Yunhao Yuan | Weiwei Liu | Quan-Sen Sun

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Automatic Extraction of Behavioral Patterns for Elderly Mobility and Daily Routine Analysis
Chen Li | William K. Cheung | Jiming Liu | Joseph Kee-Yin Ng

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On Incremental High Utility Sequential Pattern Mining
Jun-Zhe Wang | Jiun-Long Huang

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Optimum Velocity Profile of Multiple Bernstein-Bézier Curves Subject to Constraints for Mobile Robots
Andrej Zdesar | Igor Skrjanc

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Integrate and Conquer: Double-Sided Two-Dimensional k-Means Via Integrating of Projection and Manifold Construction
Chong Peng | Zhao Kang | Shuting Cai | Qiang Cheng

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Combination Forecasting Reversion Strategy for Online Portfolio Selection
Dingjiang Huang | Shunchang Yu | Bin Li | Steven C. H. Hoi | Shuigeng Zhou

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Interactive Visual Graph Mining and Learning
Ryan A. Rossi | Nesreen K. Ahmed | Rong Zhou | Hoda Eldardiry

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The Effect of Pets on Happiness: A Large-Scale Multi-Factor Analysis Using Social Multimedia
Xuefeng Peng | Li-Kai Chi | Jiebo Luo

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2018 Volume 9 Issue 4

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A Review of Co-Saliency Detection Algorithms: Fundamentals, Applications, and Challenges
Dingwen Zhang | Huazhu Fu | Junwei Han | Ali Borji | Xuelong Li

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Virtual Metering: An Efficient Water Disaggregation Algorithm via Nonintrusive Load Monitoring
Bingsheng Wang | Zhiqian Chen | Arnold P. Boedihardjo | Chang-Tien Lu

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A Multi-Label Multi-View Learning Framework for In-App Service Usage Analysis
Yanjie Fu | Junming Liu | Xiaolin Li | Hui Xiong

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Concept and Attention-Based CNN for Question Retrieval in Multi-View Learning
Pengwei Wang | Lei Ji | Jun Yan | Dejing Dou | Nisansa de Silva | Yong Zhang | Lianwen Jin

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A Novel Image-Centric Approach Toward Direct Volume Rendering
Naimul Mefraz Khan | Riadh Ksantini | Ling Guan

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Quick Bootstrapping of a Personalized Gaze Model from Real-Use Interactions
Michael Xuelin Huang | Jiajia Li | Grace Ngai | Hong Va Leong

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A Bayesian Approach to Intervention-Based Clustering
Igor Kulev | Pearl Pu | Boi Faltings

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Sparse Passive-Aggressive Learning for Bounded Online Kernel Methods
Jing Lu | Doyen Sahoo | Peilin Zhao | Steven C. H. Hoi

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Evolutionary Strategy to Perform Batch-Mode Active Learning on Multi-Label Data
Oscar Gabriel Reyes Pupo | Sebastián Ventura

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Modeling Queries with Contextual Snippets for Information Retrieval
Qin Chen | Qinmin Hu | Jimmy Xiangji Huang | Liang He

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Fuzzy Cognitive Diagnosis for Modelling Examinee Performance
Qi Liu | Run-ze Wu | Enhong Chen | Guandong Xu | Yu Su | Zhigang Chen | Guoping Hu

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2018 Volume 9 Issue 3

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Real-Time Human Mobility Modeling with Multi-View Learning
Desheng Zhang | Tian He | Fan Zhang

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ACM TIST Special Issue on Urban Intelligence
Bo An | Nicholas R. Jennings | Zhenhui Jessie Li

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Risk-Sensitive Stochastic Orienteering Problems for Trip Optimization in Urban Environments
Pradeep Varakantham | Akshat Kumar | Hoong Chuin Lau | William Yeoh

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A Multiagent-Based Approach for Vehicle Routing by Considering Both Arriving on Time and Total Travel Time
Zhiguang Cao | Hongliang Guo | Jie Zhang

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Scalable Urban Mobile Crowdsourcing: Handling Uncertainty in Worker Movement
Shih-Fen Cheng | Cen Chen | Thivya Kandappu | Hoong Chuin Lau | Archan Misra | Nikita Jaiman | Randy Tandriansyah | Desmond Koh

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Simulating Urban Pedestrian Crowds of Different Cultures
Gal A. Kaminka | Natalie Fridman

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A Comfort-Based Approach to Smart Heating and Air Conditioning
Frederik Auffenberg | Stephen Snow | Sebastian Stein | Alex Rogers

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Spotting Trip Purposes from Taxi Trajectories: A General Probabilistic Model
Pengfei Wang | Guannan Liu | Yanjie Fu | Yuanchun Zhou | Jianhui Li

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Personalized Air Travel Prediction: A Multi-factor Perspective
Jie Liu | Bin Liu | Yanchi Liu | Huipeng Chen | Lina Feng | Hui Xiong | Yalou Huang

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A Data Mining Approach to Assess Privacy Risk in Human Mobility Data
Roberto Pellungrini | Luca Pappalardo | Francesca Pratesi | Anna Monreale

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Using Online Geotagged and Crowdsourced Data to Understand Human Offline Behavior in the City: An Economic Perspective
Yingjie Zhang | Beibei Li | Jason I. Hong

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Social Bridges in Urban Purchase Behavior
Xiaowen Dong | Yoshihiko Suhara | Burçin Bozkaya | Vivek K. Singh | Bruno Lepri | Alex 'Sandy' Pentland

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GeoBurst+: Effective and Real-Time Local Event Detection in Geo-Tagged Tweet Streams
Chao Zhang | Dongming Lei | Quan Yuan | Honglei Zhuang | Lance M. Kaplan | Shaowen Wang | Jiawei Han

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illiad: InteLLigent Invariant and Anomaly Detection in Cyber-Physical Systems
Nikhil Muralidhar | Chen Wang | Nathan Self | Marjan Momtazpour | Kiyoshi Nakayama | Ratnesh Sharma | Naren Ramakrishnan

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Energy Usage Behavior Modeling in Energy Disaggregation via Hawkes Processes
Liangda Li | Hongyuan Zha

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A Real-Time Framework for Task Assignment in Hyperlocal Spatial Crowdsourcing
Luan V. Tran | Hien To | Liyue Fan | Cyrus Shahabi