ACM Transactions on Intelligent Systems and Technology (TIST) (2018)

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2018 Volume 9 Issue 2

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Knowledge Representations and Inference Techniques for Medical Question Answering.
Travis R. Goodwin|Sanda M. Harabagiu
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Vertical Ensemble Co-Training for Text Classification.
Gilad Katz|Cornelia Caragea|Asaf Shabtai
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Understanding and Identifying Rhetorical Questions in Social Media.
Suhas Ranganath|Xia Hu|Jiliang Tang|Suhang Wang|Huan Liu
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SocialWave: Visual Analysis of Spatio-temporal Diffusion of Information on Social Media.
Guodao Sun|Tan Tang|Tai-Quan Peng|Ronghua Liang|Yingcai Wu
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SPACE-TA: Cost-Effective Task Allocation Exploiting Intradata and Interdata Correlations in Sparse Crowdsensing.
Leye Wang|Daqing Zhang|Dingqi Yang|Animesh Pathak|Chao Chen|Xiao Han|Haoyi Xiong|Yasha Wang
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Iteratively Divide-and-Conquer Learning for Nonlinear Classification and Ranking.
Ou Wu|Xue Mao|Weiming Hu
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Stopping Criterion for Active Learning with Model Stability.
Yexun Zhang|Wenbin Cai|Wenquan Wang|Ya Zhang
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Supervised Representation Learning with Double Encoding-Layer Autoencoder for Transfer Learning.
Fuzhen Zhuang|Xiaohu Cheng|Ping Luo|Sinno Jialin Pan|Qing He

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2018 Volume 9 Issue 3

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ACM TIST Special Issue on Urban Intelligence.
Bo An|Nicholas R. Jennings|Zhenhui Jessie Li
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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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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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Social Bridges in Urban Purchase Behavior.
Xiaowen Dong|Yoshihiko Suhara|Burçin Bozkaya|Vivek K. Singh|Bruno Lepri|Alex 'Sandy' Pentland
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Simulating Urban Pedestrian Crowds of Different Cultures.
Gal A. Kaminka|Natalie Fridman
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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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Energy Usage Behavior Modeling in Energy Disaggregation via Hawkes Processes.
Liangda Li|Hongyuan Zha
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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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A Data Mining Approach to Assess Privacy Risk in Human Mobility Data.
Roberto Pellungrini|Luca Pappalardo|Francesca Pratesi|Anna Monreale
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A Real-Time Framework for Task Assignment in Hyperlocal Spatial Crowdsourcing.
Luan V. Tran|Hien To|Liyue Fan|Cyrus Shahabi
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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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Spotting Trip Purposes from Taxi Trajectories: A General Probabilistic Model.
Pengfei Wang|Guannan Liu|Yanjie Fu|Yuanchun Zhou|Jianhui Li
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Real-Time Human Mobility Modeling with Multi-View Learning.
Desheng Zhang|Tian He|Fan Zhang
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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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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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2018 Volume 9 Issue 4

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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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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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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 Novel Image-Centric Approach Toward Direct Volume Rendering.
Naimul Mefraz Khan|Riadh Ksantini|Ling Guan
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A Bayesian Approach to Intervention-Based Clustering.
Igor Kulev|Pearl Pu|Boi Faltings
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Fuzzy Cognitive Diagnosis for Modelling Examinee Performance.
Qi Liu|Runze Wu|Enhong Chen|Guandong Xu|Yu Su|Zhigang Chen|Guoping Hu
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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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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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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 Review of Co-Saliency Detection Algorithms: Fundamentals, Applications, and Challenges.
Dingwen Zhang|Huazhu Fu|Junwei Han|Ali Borji|Xuelong Li

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2018 Volume 9 Issue 5

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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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Exploiting Multilabel Information for Noise-Resilient Feature Selection.
Ling Jian|Jundong Li|Huan Liu
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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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Mining Significant Microblogs for Misinformation Identification: An Attention-Based Approach.
Qiang Liu|Feng Yu|Shu Wu|Liang Wang
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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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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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Interactive Visual Graph Mining and Learning.
Ryan A. Rossi|Nesreen K. Ahmed|Rong Zhou|Hoda Eldardiry
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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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Multiview Discrete Hashing for Scalable Multimedia Search.
Xiaobo Shen|Fumin Shen|Li Liu|Yunhao Yuan|Weiwei Liu|Quan-Sen Sun
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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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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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2018 Volume 9 Issue 6

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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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An Efficient Alternating Newton Method for Learning Factorization Machines.
Wei-Sheng Chin|Bo-Wen Yuan|Mengyuan Yang|Chih-Jen Lin
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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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Discriminative and Orthogonal Subspace Constraints-Based Nonnegative Matrix Factorization.
Xuelong Li|Guosheng Cui|Yongsheng Dong
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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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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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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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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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Random-Forest-Inspired Neural Networks.
Suhang Wang|Charu C. Aggarwal|Huan Liu
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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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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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Characterizing User Skills from Application Usage Traces with Hierarchical Attention Recurrent Networks.
Longqi Yang|Chen Fang|Hailin Jin|Matthew D. Hoffman|Deborah Estrin