Journal: ACM TIST

Volume 12, Issue 6

0 -- 0Shuo Tao, Jingang Jiang 0002, Defu Lian, Kai Zheng 0001, Enhong Chen. Predicting Human Mobility with Reinforcement-Learning-Based Long-Term Periodicity Modeling
0 -- 0Tianlun Dai, Bohan Li, Ziqiang Yu, Xiangrong Tong, Meng Chen, Gang Chen. PARP: A Parallel Traffic Condition Driven Route Planning Model on Dynamic Road Networks
0 -- 0Yifan He, Zhao Li, Lei Fu, Anhui Wang, Peng Zhang, Shuigeng Zhou, Ji Zhang, Ting Yu. TARA-Net: A Fusion Network for Detecting Takeaway Rider Accidents
0 -- 0Jiaqi Zhao, Yong Zhou 0003, Boyu Shi, Jingsong Yang, Di Zhang, Rui Yao. Multi-Stage Fusion and Multi-Source Attention Network for Multi-Modal Remote Sensing Image Segmentation
0 -- 0Fayaz Ali Dharejo, Farah Deeba, Yuanchun Zhou, Bhagwan Das, Munsif Ali Jatoi, Muhammad Zawish, Yi Du, Xuezhi Wang 0004. TWIST-GAN: Towards Wavelet Transform and Transferred GAN for Spatio-Temporal Single Image Super Resolution
0 -- 0Pengzhan Guo, Keli Xiao, Zeyang Ye, Wei Zhu. Route Optimization via Environment-Aware Deep Network and Reinforcement Learning
0 -- 0Jia-Jie Xu 0001, Saijun Xu, Rui Zhou 0001, Chengfei Liu, An Liu 0002, Lei Zhao 0001. TAML: A Traffic-aware Multi-task Learning Model for Estimating Travel Time
0 -- 0Martin Strohmeier, Matthew Smith 0006, Vincent Lenders, Ivan Martinovic. Classi-Fly: Inferring Aircraft Categories from Open Data
0 -- 0Haoyi Zhou, Hao Peng, Jieqi Peng, Shuai Zhang, Jianxin Li 0002. POLLA: Enhancing the Local Structure Awareness in Long Sequence Spatial-temporal Modeling
0 -- 0Jayant Gupta, Carl Molnar, Yiqun Xie, Joe Knight, Shashi Shekhar. Spatial Variability Aware Deep Neural Networks (SVANN): A General Approach
0 -- 0Shaojie Qiao, Nan Han, Jianbin Huang, Kun Yue, Rui Mao 0001, Hongping Shu, Qiang He, Xindong Wu 0001. A Dynamic Convolutional Neural Network Based Shared-Bike Demand Forecasting Model
0 -- 0Paolo Notaro, Jorge S. Cardoso, Michael Gerndt. A Survey of AIOps Methods for Failure Management
0 -- 0Ling Huang, Xing-Xing Liu, Shu-qiang Huang, Chang-Dong Wang, Wei Tu, Jia-Meng Xie, Shuai Tang, Wendi Xie. Temporal Hierarchical Graph Attention Network for Traffic Prediction
0 -- 0Senzhang Wang, Junbo Zhang, Yanjie Fu, Yong Li. ACM TIST Special Issue on Deep Learning for Spatio-Temporal Data: Part 1
0 -- 0David Alexander Tedjopurnomo, Xiucheng Li, Zhifeng Bao, Gao Cong, Farhana Murtaza Choudhury, A. Kai Qin. Similar Trajectory Search with Spatio-Temporal Deep Representation Learning
0 -- 0Jie Qiao, Ruichu Cai, Kun Zhang 0001, Zhenjie Zhang, Zhifeng Hao. Causal Discovery with Confounding Cascade Nonlinear Additive Noise Models

Volume 12, Issue 5

0 -- 0Yisheng Zhu, Hu Han 0001, Guangcan Liu, Qingshan Liu. Collaborative Local-Global Learning for Temporal Action Proposal
0 -- 0Chuanbo Hu, Minglei Yin, Bin Liu, Xin Li, Yanfang Ye. Identifying Illicit Drug Dealers on Instagram with Large-scale Multimodal Data Fusion
0 -- 0Qiong Wu 0008, Adam Hare, Sirui Wang, Yuwei Tu, Zhenming Liu, Christopher G. Brinton, Yanhua Li. BATS: A Spectral Biclustering Approach to Single Document Topic Modeling and Segmentation
0 -- 0Xingjian Li 0002, Haoyi Xiong, Zeyu Chen, Jun Huan, Cheng-Zhong Xu 0001, Dejing Dou. "In-Network Ensemble": Deep Ensemble Learning with Diversified Knowledge Distillation
0 -- 0Changsen Yuan, Heyan Huang, Chong Feng. Multi-Graph Cooperative Learning Towards Distant Supervised Relation Extraction
0 -- 0Yuan Cheng, Yuchao Yang, Hai-Bao Chen, Ngai Wong, Hao Yu 0001. S3-Net: A Fast Scene Understanding Network by Single-Shot Segmentation for Autonomous Driving
0 -- 0Congliang Chen, Li Shen 0005, Hao-Zhi Huang 0001, Wei Liu 0005. Quantized Adam with Error Feedback
0 -- 0Yu Wang, Yuelin Wang, Kai Dang, Jie Liu 0007, Zhuo Liu. A Comprehensive Survey of Grammatical Error Correction
0 -- 0Min Wang, Congyan Lang, Liqian Liang, Songhe Feng, Tao Wang 0011, Yutong Gao. Fine-Grained Semantic Image Synthesis with Object-Attention Generative Adversarial Network
0 -- 0Jinjin Guo, Zhiguo Gong, Longbing Cao. dhCM: Dynamic and Hierarchical Event Categorization and Discovery for Social Media Stream
0 -- 0Sneha Chaudhari, Varun Mithal, Gungor Polatkan, Rohan Ramanath. An Attentive Survey of Attention Models
0 -- 0Georgios Koutroulis, Leo Botler, Belgin Mutlu, Konrad Diwold, Kay Römer, Roman Kern. KOMPOS: Connecting Causal Knots in Large Nonlinear Time Series with Non-Parametric Regression Splines
0 -- 0Hridoy Sankar Dutta, Mayank Jobanputra, Himani Negi, Tanmoy Chakraborty 0002. Detecting and Analyzing Collusive Entities on YouTube
0 -- 0Shengwei Ji, Chenyang Bu, Lei Li 0002, Xindong Wu 0001. Local Graph Edge Partitioning
0 -- 0Yiqun Xie, Xiaowei Jia, Shashi Shekhar, Han Bao 0003, Xun Zhou. Significant DBSCAN+: Statistically Robust Density-based Clustering

Volume 12, Issue 4

0 -- 0Jiajie Tian, Qihao Tang, Rui Li, Zhu Teng, Baopeng Zhang, Jianping Fan 0001. A Camera Identity-guided Distribution Consistency Method for Unsupervised Multi-target Domain Person Re-identification
0 -- 0Teng Fu, Guido Zampieri, David Hodgson, Claudio Angione, Yifeng Zeng. Modeling Customer Experience in a Contact Center through Process Log Mining
0 -- 0Xiangjun Shen, Kou Lu, Sumet Mehta, Jianming Zhang, Weifeng Liu, Jianping Fan 0001, Zhengjun Zha. MKEL: Multiple Kernel Ensemble Learning via Unified Ensemble Loss for Image Classification
0 -- 0Etienne Gael Tajeuna, Mohamed Bouguessa, Shengrui Wang. Mining Customers' Changeable Electricity Consumption for Effective Load Forecasting
0 -- 0Marco Bozzano, Alessandro Cimatti, Marco Roveri. A Comprehensive Approach to On-board Autonomy Verification and Validation
0 -- 0Daheng Wang, Qingkai Zeng, Nitesh V. Chawla, Meng Jiang 0001. Modeling Complementarity in Behavior Data with Multi-Type Itemset Embedding
0 -- 0Zhenchang Xia, Jia Wu 0001, Libing Wu, Yanjiao Chen, Jian Yang, Philip S. Yu. A Comprehensive Survey of the Key Technologies and Challenges Surrounding Vehicular Ad Hoc Networks
0 -- 0Stanley Ebhohimhen Abhadiomhen, Zhiyang Wang, Xiangjun Shen, Jianping Fan 0001. Multiview Common Subspace Clustering via Coupled Low Rank Representation
0 -- 0Reyhan Aydogan, Ă–zgĂ¼r Kafali, Furkan Arslan, Catholijn M. Jonker, Munindar P. Singh. Nova: Value-based Negotiation of Norms
0 -- 0Qi Zhao, Chuqiao Chen, Guangcan Liu, Qingshan Liu 0001, Shengyong Chen. Parallel Connected LSTM for Matrix Sequence Prediction with Elusive Correlations
0 -- 0Anbu Huang, Yang Liu, Tianjian Chen, Yongkai Zhou, Quan Sun, Hongfeng Chai, Qiang Yang 0001. StarFL: Hybrid Federated Learning Architecture for Smart Urban Computing
0 -- 0Huandong Wang, Yong Li 0008, Gang Wang 0011, Depeng Jin. Linking Multiple User Identities of Multiple Services from Massive Mobility Traces
0 -- 0Guodao Sun, Hao Wu, Lin Zhu, Chaoqing Xu, Haoran Liang, Binwei Xu, Ronghua Liang. VSumVis: Interactive Visual Understanding and Diagnosis of Video Summarization Model
0 -- 0Amin Vahedian Khezerlou, Xun Zhou, Xinyi Li, W. Nick Street, Yanhua Li. DILSA+: Predicting Urban Dispersal Events through Deep Survival Analysis with Enhanced Urban Features
0 -- 0Chenyu Hou, Bin Cao, Sijie Ruan, Jing Fan. TLDS: A Transfer-Learning-Based Delivery Station Location Selection Pipeline

Volume 12, Issue 3

0 -- 0Amulya Gupta, Zhu Zhang. Vector-Quantization-Based Topic Modeling
0 -- 0Di Jiang, Conghui Tan, Jinhua Peng, Chaotao Chen, Xueyang Wu 0001, Weiwei Zhao, Yuanfeng Song, Yongxin Tong, Chang Liu 0069, Qian Xu 0005, Qiang Yang 0001, Li Deng. A GDPR-compliant Ecosystem for Speech Recognition with Transfer, Federated, and Evolutionary Learning
0 -- 0Thanh Hong-Phuoc, Ling Guan. A Scale and Rotational Invariant Key-point Detector based on Sparse Coding
0 -- 0Chunyong Yin, Haoqi Cuan, Yuhang Zhu, Zhichao Yin. Improved Fake Reviews Detection Model Based on Vertical Ensemble Tri-Training and Active Learning
0 -- 0Wanqiu Cui, Junping Du, Dawei Wang, Feifei Kou, Zhe Xue. MVGAN: Multi-View Graph Attention Network for Social Event Detection
0 -- 0Shilei Li, Meng Li, Jiongming Su, Shaofei Chen, Zhimin Yuan, Qing Ye. PP-PG: Combining Parameter Perturbation with Policy Gradient Methods for Effective and Efficient Explorations in Deep Reinforcement Learning
0 -- 0Yukai Shi, Sen Zhang, Chenxing Zhou, Xiaodan Liang, Xiaojun Yang, Liang Lin. GTAE: Graph Transformer-Based Auto-Encoders for Linguistic-Constrained Text Style Transfer
0 -- 0Munish Bhatia. Intelligent System of Game-Theory-Based Decision Making in Smart Sports Industry
0 -- 0Nour Eldin Elmadany, Yifeng He, Ling Guan. Improving Action Recognition via Temporal and Complementary Learning
0 -- 0Yan Liu 0045, Bin Guo 0001, Daqing Zhang 0001, Djamal Zeghlache, Jingmin Chen, Sizhe Zhang, Dan Zhou, Xinlei Shi, Zhiwen Yu 0001. MetaStore: A Task-adaptative Meta-learning Model for Optimal Store Placement with Multi-city Knowledge Transfer

Volume 12, Issue 2

0 -- 0Jianguo Chen, Kenli Li 0001, Keqin Li 0001, Philip S. Yu, Zeng Zeng. Dynamic Planning of Bicycle Stations in Dockless Public Bicycle-sharing System Using Gated Graph Neural Network
0 -- 0Yoonji Baek, Unil Yun, Heonho Kim, Hyoju Nam, Hyunsoo Kim, Jerry Chun-Wei Lin, Bay Vo, Witold Pedrycz. RHUPS: Mining Recent High Utility Patterns with Sliding Window-based Arrival Time Control over Data Streams
0 -- 0Md. Abul Bashar, Richi Nayak. Active Learning for Effectively Fine-Tuning Transfer Learning to Downstream Task
0 -- 0Masoud Mansoury, Robin Burke, Bamshad Mobasher. Flatter Is Better: Percentile Transformations for Recommender Systems
0 -- 0Sarwan Ali, Muhammad Haroon Shakeel, Imdadullah Khan, Safiullah Faizullah, Muhammad Asad Khan. Predicting Attributes of Nodes Using Network Structure
0 -- 0Zeyu Cui, Feng Yu, Shu Wu, Qiang Liu 0006, Liang Wang 0001. Disentangled Item Representation for Recommender Systems
0 -- 0Mauajama Firdaus, Nidhi Thakur, Asif Ekbal. Aspect-Aware Response Generation for Multimodal Dialogue System
0 -- 0Jiali Mao, Jiaye Liu, Cheqing Jin, Aoying Zhou. Feature Grouping-based Trajectory Outlier Detection over Distributed Streams
0 -- 0Felix Winter, Nysret Musliu. Constraint-based Scheduling for Paint Shops in the Automotive Supply Industry
0 -- 0Bin Guo 0001, Hao Wang, Yasan Ding, Wei Wu 0014, Shaoyang Hao, Yueqi Sun, Zhiwen Yu 0001. Conditional Text Generation for Harmonious Human-Machine Interaction
0 -- 0Jessamyn Dahmen, Diane J. Cook. Indirectly Supervised Anomaly Detection of Clinically Meaningful Health Events from Smart Home Data
0 -- 0Zijian Li 0001, Ruichu Cai, Hong Wei Ng, Marianne Winslett, Tom Z. J. Fu, Boyan Xu, Xiaoyan Yang, Zhenjie Zhang. Causal Mechanism Transfer Network for Time Series Domain Adaptation in Mechanical Systems
0 -- 0Qianli Zhou, Tianrui Hui, Rong Wang, Hai-Miao Hu, Si Liu 0001. Attentive Excitation and Aggregation for Bilingual Referring Image Segmentation

Volume 12, Issue 1

0 -- 0Guang Wang, Zhihan Fang, Xiaoyang Xie, Shuai Wang, Huijun Sun, Fan Zhang, Yunhuai Liu, Desheng Zhang. Pricing-aware Real-time Charging Scheduling and Charging Station Expansion for Large-scale Electric Buses
0 -- 0Yiyi Zhou, Rongrong Ji, Jinsong Su, Jiaquan Yao. Uncovering Media Bias via Social Network Learning
0 -- 0Mohamed Bouguessa, Khaled Nouri. BiNeTClus: Bipartite Network Community Detection Based on Transactional Clustering
0 -- 0Meng-xiang Wang, Wang-Chien Lee, Tao-Yang Fu, Ge Yu 0001. On Representation Learning for Road Networks
0 -- 0Shuo Liu 0009, Mingliang Gao 0001, Vijay John, Zheng Liu 0002, Erik Blasch. Deep Learning Thermal Image Translation for Night Vision Perception
0 -- 0Mingxing Duan, Kenli Li 0001, Keqin Li 0001, Qi Tian 0001. A Novel Multi-task Tensor Correlation Neural Network for Facial Attribute Prediction
0 -- 0Chih-Te Lai, Cheng-Te Li, Shou-de Lin. Deep Energy Factorization Model for Demographic Prediction
0 -- 0Caixia Yan, Xiaojun Chang, Minnan Luo, Qinghua Zheng, Xiaoqin Zhang 0002, Zhihui Li 0001, Feiping Nie 0001. Self-weighted Robust LDA for Multiclass Classification with Edge Classes
0 -- 0Wendi Wu, Yawei Zhao, En Zhu, Xinwang Liu, Xingxing Zhang, Lailong Luo, Shixiong Wang, Jianping Yin. A Theoretical Revisit to Linear Convergence for Saddle Point Problems
0 -- 0Junyu Xuan, Jie Lu 0001, Guangquan Zhang 0001. Bayesian Nonparametric Unsupervised Concept Drift Detection for Data Stream Mining
0 -- 0Jens Adamczak, Yashar Deldjoo, Farshad Bakhshandegan Moghaddam, Peter Knees, Gerard Paul Leyson, Philipp Monreal. Session-based Hotel Recommendations Dataset: As part of the ACM Recommender System Challenge 2019
0 -- 0Di Jiang, Yongxin Tong, Yuanfeng Song, Xueyang Wu 0001, Weiwei Zhao, Jinhua Peng, Rongzhong Lian, Qian Xu, Qiang Yang 0001. Industrial Federated Topic Modeling
0 -- 0Adil Alim, Jin-Hee Cho, Feng Chen 0001. CSL+: Scalable Collective Subjective Logic under Multidimensional Uncertainty