ACM Transactions on Intelligent Systems and Technology (TIST) (2021)

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2021 Volume 12 Issue 1

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Session-based Hotel Recommendations Dataset: As part of the ACM Recommender System Challenge 2019.
Jens Adamczak|Yashar Deldjoo|Farshad Bakhshandegan Moghaddam|Peter Knees|Gerard Paul Leyson|Philipp Monreal
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CSL+: Scalable Collective Subjective Logic under Multidimensional Uncertainty.
Adil Alim|Jin-Hee Cho|Feng Chen
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BiNeTClus: Bipartite Network Community Detection Based on Transactional Clustering.
Mohamed Bouguessa|Khaled Nouri
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A Novel Multi-task Tensor Correlation Neural Network for Facial Attribute Prediction.
Mingxing Duan|Kenli Li|Keqin Li|Qi Tian
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Industrial Federated Topic Modeling.
Di Jiang|Yongxin Tong|Yuanfeng Song|Xueyang Wu|Weiwei Zhao|Jinhua Peng|Rongzhong Lian|Qian Xu|Qiang Yang
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Deep Energy Factorization Model for Demographic Prediction.
Chih-Te Lai|Cheng-Te Li|Shou-De Lin
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Deep Learning Thermal Image Translation for Night Vision Perception.
Shuo Liu|Mingliang Gao|Vijay John|Zheng Liu|Erik Blasch
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Pricing-aware Real-time Charging Scheduling and Charging Station Expansion for Large-scale Electric Buses.
Guang Wang|Zhihan Fang|Xiaoyang Xie|Shuai Wang|Huijun Sun|Fan Zhang|Yunhuai Liu|Desheng Zhang
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On Representation Learning for Road Networks.
Mengxiang Wang|Wang-Chien Lee|Tao-Yang Fu|Ge Yu
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A Theoretical Revisit to Linear Convergence for Saddle Point Problems.
Wendi Wu|Yawei Zhao|En Zhu|Xinwang Liu|Xingxing Zhang|Lailong Luo|Shixiong Wang|Jianping Yin
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Bayesian Nonparametric Unsupervised Concept Drift Detection for Data Stream Mining.
Junyu Xuan|Jie Lu|Guangquan Zhang
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Self-weighted Robust LDA for Multiclass Classification with Edge Classes.
Caixia Yan|Xiaojun Chang|Minnan Luo|Qinghua Zheng|Xiaoqin Zhang|Zhihui Li|Feiping Nie
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Uncovering Media Bias via Social Network Learning.
Yiyi Zhou|Rongrong Ji|Jinsong Su|Jiaquan Yao

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2021 Volume 12 Issue 2

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Predicting Attributes of Nodes Using Network Structure.
Sarwan Ali|Muhammad Haroon Shakeel|Imdadullah Khan|Safiullah Faizullah|Muhammad Asad Khan
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RHUPS: Mining Recent High Utility Patterns with Sliding Window-based Arrival Time Control over Data Streams.
Yoonji Baek|Unil Yun|Heonho Kim|Hyoju Nam|Hyunsoo Kim|Jerry Chun-Wei Lin|Bay Vo|Witold Pedrycz
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Active Learning for Effectively Fine-Tuning Transfer Learning to Downstream Task.
Md. Abul Bashar|Richi Nayak
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Dynamic Planning of Bicycle Stations in Dockless Public Bicycle-sharing System Using Gated Graph Neural Network.
Jianguo Chen|Kenli Li|Keqin Li|Philip S. Yu|Zeng Zeng
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Disentangled Item Representation for Recommender Systems.
Zeyu Cui|Feng Yu|Shu Wu|Qiang Liu|Liang Wang
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Indirectly Supervised Anomaly Detection of Clinically Meaningful Health Events from Smart Home Data.
Jessamyn Dahmen|Diane J. Cook
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Aspect-Aware Response Generation for Multimodal Dialogue System.
Mauajama Firdaus|Nidhi Thakur|Asif Ekbal
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Conditional Text Generation for Harmonious Human-Machine Interaction.
Bin Guo|Hao Wang|Yasan Ding|Wei Wu|Shaoyang Hao|Yueqi Sun|Zhiwen Yu
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Causal Mechanism Transfer Network for Time Series Domain Adaptation in Mechanical Systems.
Zijian Li|Ruichu Cai|Hong Wei Ng|Marianne Winslett|Tom Z. J. Fu|Boyan Xu|Xiaoyan Yang|Zhenjie Zhang
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Flatter Is Better: Percentile Transformations for Recommender Systems.
Masoud Mansoury|Robin Burke|Bamshad Mobasher
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Feature Grouping-based Trajectory Outlier Detection over Distributed Streams.
Jiali Mao|Jiaye Liu|Cheqing Jin|Aoying Zhou
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Constraint-based Scheduling for Paint Shops in the Automotive Supply Industry.
Felix Winter|Nysret Musliu
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Attentive Excitation and Aggregation for Bilingual Referring Image Segmentation.
Qianli Zhou|Tianrui Hui|Rong Wang|Hai-Miao Hu|Si Liu

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2021 Volume 12 Issue 3

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Intelligent System of Game-Theory-Based Decision Making in Smart Sports Industry.
Munish Bhatia
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MVGAN: Multi-View Graph Attention Network for Social Event Detection.
Wanqiu Cui|Junping Du|Dawei Wang|Feifei Kou|Zhe Xue
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Improving Action Recognition via Temporal and Complementary Learning.
Nour Eldin Elmadany|Yifeng He|Ling Guan
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Vector-Quantization-Based Topic Modeling.
Amulya Gupta|Zhu (Drew) Zhang
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A Scale and Rotational Invariant Key-point Detector based on Sparse Coding.
Thanh Hong-Phuoc|Ling Guan
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A GDPR-compliant Ecosystem for Speech Recognition with Transfer, Federated, and Evolutionary Learning.
Di Jiang|Conghui Tan|Jinhua Peng|Chaotao Chen|Xueyang Wu|Weiwei Zhao|Yuanfeng Song|Yongxin Tong|Chang Liu|Qian Xu|Qiang Yang|Li Deng
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PP-PG: Combining Parameter Perturbation with Policy Gradient Methods for Effective and Efficient Explorations in Deep Reinforcement Learning.
Shilei Li|Meng Li|Jiongming Su|Shaofei Chen|Zhimin Yuan|Qing Ye
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MetaStore: A Task-adaptative Meta-learning Model for Optimal Store Placement with Multi-city Knowledge Transfer.
Yan Liu|Bin Guo|Daqing Zhang|Djamal Zeghlache|Jingmin Chen|Sizhe Zhang|Dan Zhou|Xinlei Shi|Zhiwen Yu
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GTAE: Graph Transformer-Based Auto-Encoders for Linguistic-Constrained Text Style Transfer.
Yukai Shi|Sen Zhang|Chenxing Zhou|Xiaodan Liang|Xiaojun Yang|Liang Lin
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Improved Fake Reviews Detection Model Based on Vertical Ensemble Tri-Training and Active Learning.
Chunyong Yin|Haoqi Cuan|Yuhang Zhu|Zhichao Yin

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2021 Volume 12 Issue 4

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Multiview Common Subspace Clustering via Coupled Low Rank Representation.
Stanley Ebhohimhen Abhadiomhen|Zhiyang Wang|Xiangjun Shen|Jianping Fan
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Nova: Value-based Negotiation of Norms.
Reyhan Aydogan|Özgür Kafali|Furkan Arslan|Catholijn M. Jonker|Munindar P. Singh
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A Comprehensive Approach to On-board Autonomy Verification and Validation.
Marco Bozzano|Alessandro Cimatti|Marco Roveri
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Modeling Customer Experience in a Contact Center through Process Log Mining.
Teng Fu|Guido Zampieri|David Hodgson|Claudio Angione|Yifeng Zeng
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TLDS: A Transfer-Learning-Based Delivery Station Location Selection Pipeline.
Chenyu Hou|Bin Cao|Sijie Ruan|Jing Fan
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StarFL: Hybrid Federated Learning Architecture for Smart Urban Computing.
Anbu Huang|Yang Liu|Tianjian Chen|Yongkai Zhou|Quan Sun|Hongfeng Chai|Qiang Yang
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DILSA+: Predicting Urban Dispersal Events through Deep Survival Analysis with Enhanced Urban Features.
Amin Vahedian Khezerlou|Xun Zhou|Xinyi Li|W. Nick Street|Yanhua Li
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MKEL: Multiple Kernel Ensemble Learning via Unified Ensemble Loss for Image Classification.
Xiangjun Shen|Kou Lu|Sumet Mehta|Jianming Zhang|Weifeng Liu|Jianping Fan|Zhengjun Zha
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VSumVis: Interactive Visual Understanding and Diagnosis of Video Summarization Model.
Guodao Sun|Hao Wu|Lin Zhu|Chaoqing Xu|Haoran Liang|Binwei Xu|Ronghua Liang
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Mining Customers' Changeable Electricity Consumption for Effective Load Forecasting.
Etienne Gael Tajeuna|Mohamed Bouguessa|Shengrui Wang
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A Camera Identity-guided Distribution Consistency Method for Unsupervised Multi-target Domain Person Re-identification.
Jiajie Tian|Qihao Tang|Rui Li|Zhu Teng|Baopeng Zhang|Jianping Fan
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Linking Multiple User Identities of Multiple Services from Massive Mobility Traces.
Huandong Wang|Yong Li|Gang Wang|Depeng Jin
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Modeling Complementarity in Behavior Data with Multi-Type Itemset Embedding.
Daheng Wang|Qingkai Zeng|Nitesh V. Chawla|Meng Jiang
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A Comprehensive Survey of the Key Technologies and Challenges Surrounding Vehicular Ad Hoc Networks.
Zhenchang Xia|Jia Wu|Libing Wu|Yanjiao Chen|Jian Yang|Philip S. Yu
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Parallel Connected LSTM for Matrix Sequence Prediction with Elusive Correlations.
Qi Zhao|Chuqiao Chen|Guangcan Liu|Qingshan Liu|Shengyong Chen

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2021 Volume 12 Issue 5

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An Attentive Survey of Attention Models.
Sneha Chaudhari|Varun Mithal|Gungor Polatkan|Rohan Ramanath
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S3-Net: A Fast Scene Understanding Network by Single-Shot Segmentation for Autonomous Driving.
Yuan Cheng|Yuchao Yang|Hai-Bao Chen|Ngai Wong|Hao Yu
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Quantized Adam with Error Feedback.
Congliang Chen|Li Shen|Hao-Zhi Huang|Wei Liu
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Detecting and Analyzing Collusive Entities on YouTube.
Hridoy Sankar Dutta|Mayank Jobanputra|Himani Negi|Tanmoy Chakraborty
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dhCM: Dynamic and Hierarchical Event Categorization and Discovery for Social Media Stream.
Jinjin Guo|Zhiguo Gong|Longbing Cao
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Identifying Illicit Drug Dealers on Instagram with Large-scale Multimodal Data Fusion.
Chuanbo Hu|Minglei Yin|Bin Liu|Xin Li|Yanfang Ye
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Local Graph Edge Partitioning.
Shengwei Ji|Chenyang Bu|Lei Li|Xindong Wu
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KOMPOS: Connecting Causal Knots in Large Nonlinear Time Series with Non-Parametric Regression Splines.
Georgios Koutroulis|Leo Botler|Belgin Mutlu|Konrad Diwold|Kay Römer|Roman Kern
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"In-Network Ensemble": Deep Ensemble Learning with Diversified Knowledge Distillation.
Xingjian Li|Haoyi Xiong|Zeyu Chen|Jun Huan|Cheng-Zhong Xu|Dejing Dou
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Fine-Grained Semantic Image Synthesis with Object-Attention Generative Adversarial Network.
Min Wang|Congyan Lang|Liqian Liang|Songhe Feng|Tao Wang|Yutong Gao
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A Comprehensive Survey of Grammatical Error Correction.
Yu Wang|Yuelin Wang|Kai Dang|Jie Liu|Zhuo Liu
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BATS: A Spectral Biclustering Approach to Single Document Topic Modeling and Segmentation.
Qiong Wu|Adam Hare|Sirui Wang|Yuwei Tu|Zhenming Liu|Christopher G. Brinton|Yanhua Li
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Significant DBSCAN+: Statistically Robust Density-based Clustering.
Yiqun Xie|Xiaowei Jia|Shashi Shekhar|Han Bao|Xun Zhou
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Multi-Graph Cooperative Learning Towards Distant Supervised Relation Extraction.
Changsen Yuan|Heyan Huang|Chong Feng
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Collaborative Local-Global Learning for Temporal Action Proposal.
Yisheng Zhu|Hu Han|Guangcan Liu|Qingshan Liu

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2021 Volume 12 Issue 6

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PARP: A Parallel Traffic Condition Driven Route Planning Model on Dynamic Road Networks.
Tianlun Dai|Bohan Li|Ziqiang Yu|Xiangrong Tong|Meng Chen|Gang Chen
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TWIST-GAN: Towards Wavelet Transform and Transferred GAN for Spatio-Temporal Single Image Super Resolution.
Fayaz Ali Dharejo|Farah Deeba|Yuanchun Zhou|Bhagwan Das|Munsif Ali Jatoi|Muhammad Zawish|Yi Du|Xuezhi Wang
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Route Optimization via Environment-Aware Deep Network and Reinforcement Learning.
Pengzhan Guo|Keli Xiao|Zeyang Ye|Wei Zhu
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Spatial Variability Aware Deep Neural Networks (SVANN): A General Approach.
Jayant Gupta|Carl Molnar|Yiqun Xie|Joe Knight|Shashi Shekhar
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TARA-Net: A Fusion Network for Detecting Takeaway Rider Accidents.
Yifan He|Zhao Li|Lei Fu|Anhui Wang|Peng Zhang|Shuigeng Zhou|Ji Zhang|Ting Yu
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Temporal Hierarchical Graph Attention Network for Traffic Prediction.
Ling Huang|Xing-Xing Liu|Shu-Qiang Huang|Chang-Dong Wang|Wei Tu|Jia-Meng Xie|Shuai Tang|Wendi Xie
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A Survey of AIOps Methods for Failure Management.
Paolo Notaro|Jorge Cardoso|Michael Gerndt
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Causal Discovery with Confounding Cascade Nonlinear Additive Noise Models.
Jie Qiao|Ruichu Cai|Kun Zhang|Zhenjie Zhang|Zhifeng Hao
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A Dynamic Convolutional Neural Network Based Shared-Bike Demand Forecasting Model.
Shaojie Qiao|Nan Han|Jianbin Huang|Kun Yue|Rui Mao|Hongping Shu|Qiang He|Xindong Wu
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Classi-Fly: Inferring Aircraft Categories from Open Data.
Martin Strohmeier|Matthew Smith|Vincent Lenders|Ivan Martinovic
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Predicting Human Mobility with Reinforcement-Learning-Based Long-Term Periodicity Modeling.
Shuo Tao|Jingang Jiang|Defu Lian|Kai Zheng|Enhong Chen
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Similar Trajectory Search with Spatio-Temporal Deep Representation Learning.
David Alexander Tedjopurnomo|Xiucheng Li|Zhifeng Bao|Gao Cong|Farhana Murtaza Choudhury|A. K. Qin
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ACM TIST Special Issue on Deep Learning for Spatio-Temporal Data: Part 1.
Senzhang Wang|Junbo Zhang|Yanjie Fu|Yong Li
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TAML: A Traffic-aware Multi-task Learning Model for Estimating Travel Time.
Jia-Jie Xu|Saijun Xu|Rui Zhou|Chengfei Liu|An Liu|Lei Zhao
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Multi-Stage Fusion and Multi-Source Attention Network for Multi-Modal Remote Sensing Image Segmentation.
Jiaqi Zhao|Yong Zhou|Boyu Shi|Jingsong Yang|Di Zhang|Rui Yao
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POLLA: Enhancing the Local Structure Awareness in Long Sequence Spatial-temporal Modeling.
Haoyi Zhou|Hao Peng|Jieqi Peng|Shuai Zhang|Jianxin Li