ACM Transactions on Intelligent Systems and Technology (TIST) (2020)

Content

↑ up

2020 Volume 11 Issue 1

doi dblp
Social Science-guided Feature Engineering: A Novel Approach to Signed Link Analysis.
Ghazaleh Beigi|Jiliang Tang|Huan Liu
doi dblp
Trembr: Exploring Road Networks for Trajectory Representation Learning.
Tao-Yang Fu|Wang-Chien Lee
doi dblp
Robust Fake News Detection Over Time and Attack.
Benjamin D. Horne|Jeppe Nørregaard|Sibel Adali
doi dblp
Graph-based Recommendation Meets Bayes and Similarity Measures.
Ramon Lopes|Renato M. Assunção|Rodrygo L. T. Santos
doi dblp
Exploring Correlation Network for Cheating Detection.
Ping Luo|Kai Shu|Junjie Wu|Li Wan|Yong Tan
doi dblp
Market Clearing-based Dynamic Multi-agent Task Allocation.
Sofia Amador Nelke|Steven Okamoto|Roie Zivan
doi dblp
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
doi dblp
Transfer Learning with Dynamic Distribution Adaptation.
Jindong Wang|Yiqiang Chen|Wenjie Feng|Han Yu|Meiyu Huang|Qiang Yang
doi dblp
FROST: Movement History-Conscious Facility Relocation.
Meng Wang|Hui Li|Jiangtao Cui|Sourav S. Bhowmick|Ping Liu
doi dblp
Strategic Attack & Defense in Security Diffusion Games.
Marcin Waniek|Tomasz P. Michalak|Aamena Alshamsi
doi dblp
Discovering Interesting Subpaths with Statistical Significance from Spatiotemporal Datasets.
Yiqun Xie|Xun Zhou|Shashi Shekhar
doi dblp
Forecasting Price Trend of Bulk Commodities Leveraging Cross-domain Open Data Fusion.
Binbin Zhou|Sha Zhao|Longbiao Chen|Shijian Li|Zhaohui Wu|Gang Pan

↑ up

2020 Volume 11 Issue 2

doi dblp
Travel Recommendation via Fusing Multi-Auxiliary Information into Matrix Factorization.
Lei Chen|Zhiang Wu|Jie Cao|Guixiang Zhu|Yong Ge
doi dblp
Single Image Snow Removal Using Sparse Representation and Particle Swarm Optimizer.
Shih-Chia Huang|Da-Wei Jaw|Bo-Hao Chen|Sy-Yen Kuo
doi dblp
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
doi dblp
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
doi dblp
Using Sub-Optimal Plan Detection to Identify Commitment Abandonment in Discrete Environments.
Ramon Fraga Pereira|Nir Oren|Felipe Meneguzzi
doi dblp
Mediated Secure Multi-Party Protocols for Collaborative Filtering.
Erez Shmueli|Tamir Tassa
doi dblp
Newton Methods for Convolutional Neural Networks.
Chien-Chih Wang|Kent Loong Tan|Chih-Jen Lin
doi dblp
XLearn: Learning Activity Labels across Heterogeneous Datasets.
Juan Ye|Simon Dobson|Franco Zambonelli
doi dblp
Web Table Extraction, Retrieval, and Augmentation: A Survey.
Shuo Zhang|Krisztian Balog
doi dblp
Flexible Multi-modal Hashing for Scalable Multimedia Retrieval.
Lei Zhu|Xu Lu|Zhiyong Cheng|Jingjing Li|Huaxiang Zhang
doi dblp
Discovering Underlying Plans Based on Shallow Models.
Hankz Hankui Zhuo|Yantian Zha|Subbarao Kambhampati|Xin Tian

↑ up

2020 Volume 11 Issue 3

doi dblp
Analyzing and Detecting Collusive Users Involved in Blackmarket Retweeting Activities.
Udit Arora|Hridoy Sankar Dutta|Brihi Joshi|Aditya Chetan|Tanmoy Chakraborty
doi dblp
Learning Three-dimensional Skeleton Data from Sign Language Video.
Heike Brock|Felix Law|Kazuhiro Nakadai|Yuji Nagashima
doi dblp
Copula-Based Anomaly Scoring and Localization for Large-Scale, High-Dimensional Continuous Data.
Gábor Horváth|Edith Kovács|Roland Molontay|Szabolcs Nováczki
doi dblp
Modeling with Node Popularities for Autonomous Overlapping Community Detection.
Di Jin|Bingyi Li|Pengfei Jiao|Dongxiao He|Hongyu Shan|Weixiong Zhang
doi dblp
A Causal Dirichlet Mixture Model for Causal Inference from Observational Data.
Adi Lin|Jie Lu|Junyu Xuan|Fujin Zhu|Guangquan Zhang
doi dblp
Unified Generative Adversarial Networks for Multiple-Choice Oriented Machine Comprehension.
Zhuang Liu|Keli Xiao|Bo Jin|Kaiyu Huang|Degen Huang|Yunxia Zhang
doi dblp
Deep Neighborhood Component Analysis for Visual Similarity Modeling.
Xueliang Liu|Xun Yang|Meng Wang|Richang Hong
doi dblp
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
doi dblp
Two Can Play That Game: An Adversarial Evaluation of a Cyber-Alert Inspection System.
Ankit Shah|Arunesh Sinha|Rajesh Ganesan|Sushil Jajodia|Hasan Cam
doi dblp
Adversarial Attacks on Deep-learning Models in Natural Language Processing: A Survey.
Wei Emma Zhang|Quan Z. Sheng|Ahoud Alhazmi|Chenliang Li
doi dblp
WiSign: Ubiquitous American Sign Language Recognition Using Commercial Wi-Fi Devices.
Lei Zhang|Yixiang Zhang|Xiaolong Zheng
doi dblp
Understand Dynamic Regret with Switching Cost for Online Decision Making.
Yawei Zhao|Qian Zhao|Xingxing Zhang|En Zhu|Xinwang Liu|Jianping Yin

↑ up

2020 Volume 11 Issue 4

doi dblp
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
doi dblp
A Traffic Density Estimation Model Based on Crowdsourcing Privacy Protection.
Yapei Huang|Yun Tian|Zhijie Liu|Xiaowei Jin|Yanan Liu|Shifeng Zhao|Daxin Tian
doi dblp
Geosocial Co-Clustering: A Novel Framework for Geosocial Community Detection.
Jungeun Kim|Jae-Gil Lee|Byung Suk Lee|Jiajun Liu
doi dblp
CoFi-points: Collaborative Filtering via Pointwise Preference Learning on User/Item-Set.
Lin Li|Weike Pan|Zhong Ming
doi dblp
Superpixel Region Merging Based on Deep Network for Medical Image Segmentation.
Hui Liu|Haiou Wang|Yan Wu|Lei Xing
doi dblp
An Attention-based Rumor Detection Model with Tree-structured Recursive Neural Networks.
Jing Ma|Wei Gao|Shafiq R. Joty|Kam-Fai Wong
doi dblp
CNN-based Multiple Manipulation Detector Using Frequency Domain Features of Image Residuals.
Divya Singhal|Abhinav Gupta|Anurag Tripathi|Ravi Kothari
doi dblp
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
doi dblp
End-to-End Text-to-Image Synthesis with Spatial Constrains.
Min Wang|Congyan Lang|Liqian Liang|Songhe Feng|Tao Wang|Yutong Gao
doi dblp
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
doi dblp
Domain-attention Conditional Wasserstein Distance for Multi-source Domain Adaptation.
Hanrui Wu|Yuguang Yan|Michael K. Ng|Qingyao Wu
doi dblp
Video Object Segmentation and Tracking: A Survey.
Rui Yao|Guosheng Lin|Shixiong Xia|Jiaqi Zhao|Yong Zhou
doi dblp
Knowledge-aware Attentive Wasserstein Adversarial Dialogue Response Generation.
Yingying Zhang|Quan Fang|Shengsheng Qian|Changsheng Xu
doi dblp
DeepKey: A Multimodal Biometric Authentication System via Deep Decoding Gaits and Brainwaves.
Xiang Zhang|Lina Yao|Chaoran Huang|Tao Gu|Zheng Yang|Yunhao Liu

↑ up

2020 Volume 11 Issue 5

doi dblp
Adaptive HTF-MPR: An Adaptive Heterogeneous TensorFlow Mapper Utilizing Bayesian Optimization and Genetic Algorithms.
Ahmad Albaqsami|Maryam S. Hosseini|Masoomeh Jasemi|Nader Bagherzadeh
doi dblp
Practical Privacy Preserving POI Recommendation.
Chaochao Chen|Jun Zhou|Bingzhe Wu|Wenjing Fang|Li Wang|Yuan Qi|Xiaolin Zheng
doi dblp
Shapelet-transformed Multi-channel EEG Channel Selection.
Chenglong Dai|Dechang Pi|Stefanie I. Becker
doi dblp
Multi-Task Learning for Entity Recommendation and Document Ranking in Web Search.
Jizhou Huang|Haifeng Wang|Wei Zhang|Ting Liu
doi dblp
STARS: Defending against Sockpuppet-Based Targeted Attacks on Reviewing Systems.
Rui Liu|Runze Liu|Andrea Pugliese|V. S. Subrahmanian
doi dblp
Mapping Points of Interest Through Street View Imagery and Paid Crowdsourcing.
Eddy Maddalena|Luis-Daniel Ibáñez|Elena Simperl
doi dblp
Cut-n-Reveal: Time Series Segmentations with Explanations.
Nikhil Muralidhar|Anika Tabassum|Liangzhe Chen|Supriya Chinthavali|Naren Ramakrishnan|B. Aditya Prakash
doi dblp
Moment-Guided Discriminative Manifold Correlation Learning on Ordinal Data.
Qing Tian|Wenqiang Zhang|Meng Cao|Liping Wang|Songcan Chen|Hujun Yin
doi dblp
Learning Generalizable and Identity-Discriminative Representations for Face Anti-Spoofing.
Xiaoguang Tu|Zheng Ma|Jian Zhao|Guodong Du|Mei Xie|Jiashi Feng
doi dblp
A Survey of Unsupervised Deep Domain Adaptation.
Garrett Wilson|Diane J. Cook
doi dblp
Querying Recurrent Convoys over Trajectory Data.
Munkh-Erdene Yadamjav|Zhifeng Bao|Baihua Zheng|Farhana Murtaza Choudhury|Hanan Samet
doi dblp
Dancing with Trump in the Stock Market: A Deep Information Echoing Model.
Kun Yuan|Guannan Liu|Junjie Wu|Hui Xiong
doi dblp
A Discriminative Convolutional Neural Network with Context-aware Attention.
Yuxiang Zhou|Lejian Liao|Yang Gao|Heyan Huang|Xiaochi Wei

↑ up

2020 Volume 11 Issue 6

doi dblp
BOXREC: Recommending a Box of Preferred Outfits in Online Shopping.
Debopriyo Banerjee|Krothapalli Sreenivasa Rao|Shamik Sural|Niloy Ganguly
doi dblp
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
doi dblp
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
doi dblp
Multiple Elimination of Base Classifiers in Ensemble Learning Using Accuracy and Diversity Comparisons.
Zohaib Md. Jan|Brijesh K. Verma
doi dblp
SafeRoute: Learning to Navigate Streets Safely in an Urban Environment.
Sharon Levy|Wenhan Xiong|Elizabeth M. Belding|William Yang Wang
doi dblp
Latent Unexpected Recommendations.
Pan Li|Alexander Tuzhilin
doi dblp
A Joint Neural Model for User Behavior Prediction on Social Networking Platforms.
Junwei Li|Le Wu|Richang Hong|Kun Zhang|Yong Ge|Yan Li
doi dblp
Human-computer Coalition Formation in Weighted Voting Games.
Moshe Mash|Roy Fairstein|Yoram Bachrach|Kobi Gal|Yair Zick
doi dblp
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
doi dblp
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
doi dblp
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