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2020 Volume 11 Issue 6

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DeepApp: Predicting Personalized Smartphone App Usage via Context-Aware Multi-Task Learning
Tong Xia | Yong Li | Jie Feng | Depeng Jin | Qing Zhang | Hengliang Luo | Qingmin Liao

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Contextual Anomaly Detection in Solder Paste Inspection with Multi-Task Learning
Zimu Zheng | Jie Pu | Linghui Liu | Dan Wang | Xiangming Mei | Sen Zhang | Quanyu Dai

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SafeRoute: Learning to Navigate Streets Safely in an Urban Environment
Sharon Levy | Wenhan Xiong | Elizabeth M. Belding | William Yang Wang

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Multiple Elimination of Base Classifiers in Ensemble Learning Using Accuracy and Diversity Comparisons
Zohaib Md. Jan | Brijesh K. Verma

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An Empirical Investigation of Different Classifiers, Encoding, and Ensemble Schemes for Next Event Prediction Using Business Process Event Logs
Bayu Adhi Tama | Marco Comuzzi | Jonghyeon Ko

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BOXREC: Recommending a Box of Preferred Outfits in Online Shopping
Debopriyo Banerjee | Krothapalli Sreenivasa Rao | Shamik Sural | Niloy Ganguly

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Latent Unexpected Recommendations
Pan Li | Alexander Tuzhilin

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Fast Distributed kNN Graph Construction Using Auto-tuned Locality-sensitive Hashing
Carlos Eiras-Franco | David Martínez-Rego | Leslie Kanthan | César Piñeiro | Antonio Bahamonde | Bertha Guijarro-Berdiñas | Amparo Alonso-Betanzos

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A Joint Neural Model for User Behavior Prediction on Social Networking Platforms
Junwei Li | Le Wu | Richang Hong | Kun Zhang | Yong Ge | Yan Li

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Human-computer Coalition Formation in Weighted Voting Games
Moshe Mash | Roy Fairstein | Yoram Bachrach | Kobi Gal | Yair Zick

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From Appearance to Essence: Comparing Truth Discovery Methods without Using Ground Truth
Xiu Susie Fang | Quan Z. Sheng | Xianzhi Wang | Wei Emma Zhang | Anne H. H. Ngu | Jian Yang

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2020 Volume 11 Issue 5

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A Survey of Unsupervised Deep Domain Adaptation
Garrett Wilson | Diane J. Cook

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Practical Privacy Preserving POI Recommendation
Chaochao Chen | Jun Zhou | Bingzhe Wu | Wenjing Fang | Li Wang | Yuan Qi | Xiaolin Zheng

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Cut-n-Reveal: Time Series Segmentations with Explanations
Nikhil Muralidhar | Anika Tabassum | Liangzhe Chen | Supriya Chinthavali | Naren Ramakrishnan | B. Aditya Prakash

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Multi-Task Learning for Entity Recommendation and Document Ranking in Web Search
Jizhou Huang | Haifeng Wang | Wei Zhang | Ting Liu

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Adaptive HTF-MPR: An Adaptive Heterogeneous TensorFlow Mapper Utilizing Bayesian Optimization and Genetic Algorithms
Ahmad Albaqsami | Maryam S. Hosseini | Masoomeh Jasemi | Nader Bagherzadeh

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STARS: Defending against Sockpuppet-Based Targeted Attacks on Reviewing Systems
Rui Liu | Runze Liu | Andrea Pugliese | V. S. Subrahmanian

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A Discriminative Convolutional Neural Network with Context-aware Attention
Yuxiang Zhou | Lejian Liao | Yang Gao | Heyan Huang | Xiaochi Wei

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Shapelet-transformed Multi-channel EEG Channel Selection
Chenglong Dai | Dechang Pi | Stefanie I. Becker

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Querying Recurrent Convoys over Trajectory Data
Munkh-Erdene Yadamjav | Zhifeng Bao | Baihua Zheng | Farhana Murtaza Choudhury | Hanan Samet

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Learning Generalizable and Identity-Discriminative Representations for Face Anti-Spoofing
Xiaoguang Tu | Zheng Ma | Jian Zhao | Guodong Du | Mei Xie | Jiashi Feng

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Moment-Guided Discriminative Manifold Correlation Learning on Ordinal Data
Qing Tian | Wenqiang Zhang | Meng Cao | Liping Wang | Songcan Chen | Hujun Yin

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Dancing with Trump in the Stock Market: A Deep Information Echoing Model
Kun Yuan | Guannan Liu | Junjie Wu | Hui Xiong

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Mapping Points of Interest Through Street View Imagery and Paid Crowdsourcing
Eddy Maddalena | Luis-Daniel Ibáñez | Elena Simperl

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2020 Volume 11 Issue 4

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Video Object Segmentation and Tracking: A Survey
Rui Yao | Guosheng Lin | Shixiong Xia | Jiaqi Zhao | Yong Zhou

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Knowledge-aware Attentive Wasserstein Adversarial Dialogue Response Generation
Yingying Zhang | Quan Fang | Shengsheng Qian | Changsheng Xu

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BISTRO: Berkeley Integrated System for Transportation Optimization
Sidney A. Feygin | Jessica R. Lazarus | Edward H. Forscher | Valentine Golfier-Vetterli | Jonathan W. Lee | Abhishek Gupta | Rashid A. Waraich | Colin J. R. Sheppard | Alexandre M. Bayen

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Superpixel Region Merging Based on Deep Network for Medical Image Segmentation
Hui Liu | Haiou Wang | Yan Wu | Lei Xing

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CNN-based Multiple Manipulation Detector Using Frequency Domain Features of Image Residuals
Divya Singhal | Abhinav Gupta | Anurag Tripathi | Ravi Kothari

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CoFi-points: Collaborative Filtering via Pointwise Preference Learning on User/Item-Set
Lin Li | Weike Pan | Zhong Ming

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An Attention-based Rumor Detection Model with Tree-structured Recursive Neural Networks
Jing Ma | Wei Gao | Shafiq R. Joty | Kam-Fai Wong

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Mining High-utility Temporal Patterns on Time Interval-based Data
Jun-Zhe Wang | Yi-Cheng Chen | Wen-Yueh Shih | Lin Yang | Yu-Shao Liu | Jiun-Long Huang

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Domain-attention Conditional Wasserstein Distance for Multi-source Domain Adaptation
Hanrui Wu | Yuguang Yan | Michael K. Ng | Qingyao Wu

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Geosocial Co-Clustering: A Novel Framework for Geosocial Community Detection
Jungeun Kim | Jae-Gil Lee | Byung Suk Lee | Jiajun Liu

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A Traffic Density Estimation Model Based on Crowdsourcing Privacy Protection
Yapei Huang | Yun Tian | Zhijie Liu | Xiaowei Jin | Yanan Liu | Shifeng Zhao | Daxin Tian

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End-to-End Text-to-Image Synthesis with Spatial Constrains
Min Wang | Congyan Lang | Liqian Liang | Songhe Feng | Tao Wang | Yutong Gao

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Understanding the Long-Term Evolution of Electric Taxi Networks: A Longitudinal Measurement Study on Mobility and Charging Patterns
Guang Wang | Fan Zhang | Huijun Sun | Yang Wang | Desheng Zhang

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DeepKey: A Multimodal Biometric Authentication System via Deep Decoding Gaits and Brainwaves
Xiang Zhang | Lina Yao | Chaoran Huang | Tao Gu | Zheng Yang | Yunhao Liu

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2020 Volume 11 Issue 3

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Adversarial Attacks on Deep-learning Models in Natural Language Processing: A Survey
Wei Emma Zhang | Quan Z. Sheng | Ahoud Alhazmi | Chenliang Li

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Unified Generative Adversarial Networks for Multiple-Choice Oriented Machine Comprehension
Zhuang Liu | Keli Xiao | Bo Jin | Kaiyu Huang | Degen Huang | Yunxia Zhang

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Copula-Based Anomaly Scoring and Localization for Large-Scale, High-Dimensional Continuous Data
Gábor Horváth | Edith Kovács | Roland Molontay | Szabolcs Nováczki

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Modeling with Node Popularities for Autonomous Overlapping Community Detection
Di Jin | Bingyi Li | Pengfei Jiao | Dongxiao He | Hongyu Shan | Weixiong Zhang

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Understand Dynamic Regret with Switching Cost for Online Decision Making
Yawei Zhao | Qian Zhao | Xingxing Zhang | En Zhu | Xinwang Liu | Jianping Yin

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Deep Neighborhood Component Analysis for Visual Similarity Modeling
Xueliang Liu | Xun Yang | Meng Wang | Richang Hong

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Learning Three-dimensional Skeleton Data from Sign Language Video
Heike Brock | Felix Law | Kazuhiro Nakadai | Yuji Nagashima

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WiSign: Ubiquitous American Sign Language Recognition Using Commercial Wi-Fi Devices
Lei Zhang | Yixiang Zhang | Xiaolong Zheng

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Two Can Play That Game: An Adversarial Evaluation of a Cyber-Alert Inspection System
Ankit Shah | Arunesh Sinha | Rajesh Ganesan | Sushil Jajodia | Hasan Cam

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A Causal Dirichlet Mixture Model for Causal Inference from Observational Data
Adi Lin | Jie Lu | Junyu Xuan | Fujin Zhu | Guangquan Zhang

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HERA: Partial Label Learning by Combining Heterogeneous Loss with Sparse and Low-Rank Regularization
Gengyu Lyu | Songhe Feng | Yidong Li | Yi Jin | Guojun Dai | Congyan Lang

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Analyzing and Detecting Collusive Users Involved in Blackmarket Retweeting Activities
Udit Arora | Hridoy Sankar Dutta | Brihi Joshi | Aditya Chetan | Tanmoy Chakraborty

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2020 Volume 11 Issue 2

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Web Table Extraction, Retrieval, and Augmentation: A Survey
Shuo Zhang | Krisztian Balog

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Flexible Multi-modal Hashing for Scalable Multimedia Retrieval
Lei Zhu | Xu Lu | Zhiyong Cheng | Jingjing Li | Huaxiang Zhang

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Mediated Secure Multi-Party Protocols for Collaborative Filtering
Erez Shmueli | Tamir Tassa

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Is Rank Aggregation Effective in Recommender Systems? An Experimental Analysis
Samuel E. L. Oliveira | Victor Diniz | Anísio Lacerda | Luiz H. C. Merschmann | Gisele L. Pappa

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XLearn: Learning Activity Labels across Heterogeneous Datasets
Juan Ye | Simon Dobson | Franco Zambonelli

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Discovering Underlying Plans Based on Shallow Models
Hankz Hankui Zhuo | Yantian Zha | Subbarao Kambhampati | Xin Tian

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Newton Methods for Convolutional Neural Networks
Chien-Chih Wang | Kent Loong Tan | Chih-Jen Lin

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Single Image Snow Removal Using Sparse Representation and Particle Swarm Optimizer
Shih-Chia Huang | Da-Wei Jaw | Bo-Hao Chen | Sy-Yen Kuo

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Pair-based Uncertainty and Diversity Promoting Early Active Learning for Person Re-identification
Wenhe Liu | Xiaojun Chang | Ling Chen | Dinh Phung | Xiaoqin Zhang | Yi Yang | Alexander G. Hauptmann

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Travel Recommendation via Fusing Multi-Auxiliary Information into Matrix Factorization
Lei Chen | Zhiang Wu | Jie Cao | Guixiang Zhu | Yong Ge

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Using Sub-Optimal Plan Detection to Identify Commitment Abandonment in Discrete Environments
Ramon Fraga Pereira | Nir Oren | Felipe Meneguzzi

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2020 Volume 11 Issue 1

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Forecasting Price Trend of Bulk Commodities Leveraging Cross-domain Open Data Fusion
Binbin Zhou | Sha Zhao | Longbiao Chen | Shijian Li | Zhaohui Wu | Gang Pan

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Discovering Interesting Subpaths with Statistical Significance from Spatiotemporal Datasets
Yiqun Xie | Xun Zhou | Shashi Shekhar

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Graph-based Recommendation Meets Bayes and Similarity Measures
Ramon Lopes | Renato M. Assunção | Rodrygo L. T. Santos

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Market Clearing-based Dynamic Multi-agent Task Allocation
Sofia Amador Nelke | Steven Okamoto | Roie Zivan

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Strategic Attack & Defense in Security Diffusion Games
Marcin Waniek | Tomasz P. Michalak | Aamena Alshamsi

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Transfer Learning with Dynamic Distribution Adaptation
Jindong Wang | Yiqiang Chen | Wenjie Feng | Han Yu | Meiyu Huang | Qiang Yang

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Robust Fake News Detection Over Time and Attack
Benjamin D. Horne | Jeppe Nørregaard | Sibel Adali

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DHPA: Dynamic Human Preference Analytics Framework: A Case Study on Taxi Drivers' Learning Curve Analysis
Menghai Pan | Weixiao Huang | Yanhua Li | Xun Zhou | Zhenming Liu | Rui Song | Hui Lu | Zhihong Tian | Jun Luo

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FROST: Movement History-Conscious Facility Relocation
Meng Wang | Hui Li | Jiangtao Cui | Sourav S. Bhowmick | Ping Liu

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Trembr: Exploring Road Networks for Trajectory Representation Learning
Tao-Yang Fu | Wang-Chien Lee

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Social Science-guided Feature Engineering: A Novel Approach to Signed Link Analysis
Ghazaleh Beigi | Jiliang Tang | Huan Liu

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Exploring Correlation Network for Cheating Detection
Ping Luo | Kai Shu | Junjie Wu | Li Wan | Yong Tan