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ACM Transactions on Intelligent Systems and Technology, Volume 11
Volume 11, Number 1, February 2020
- Binbin Zhou
, Sha Zhao, Longbiao Chen
, Shijian Li, Zhaohui Wu, Gang Pan:
Forecasting Price Trend of Bulk Commodities Leveraging Cross-domain Open Data Fusion. 1:1-1:26 - Yiqun Xie, Xun Zhou
, Shashi Shekhar:
Discovering Interesting Subpaths with Statistical Significance from Spatiotemporal Datasets. 2:1-2:24 - Ramon Lopes
, Renato M. Assunção, Rodrygo L. T. Santos:
Graph-based Recommendation Meets Bayes and Similarity Measures. 3:1-3:26 - Sofia Amador Nelke
, Steven Okamoto, Roie Zivan:
Market Clearing-based Dynamic Multi-agent Task Allocation. 4:1-4:25 - Marcin Waniek
, Tomasz P. Michalak
, Aamena Alshamsi:
Strategic Attack & Defense in Security Diffusion Games. 5:1-5:35 - Jindong Wang
, Yiqiang Chen, Wenjie Feng
, Han Yu, Meiyu Huang
, Qiang Yang:
Transfer Learning with Dynamic Distribution Adaptation. 6:1-6:25 - Benjamin D. Horne
, Jeppe Nørregaard, Sibel Adali:
Robust Fake News Detection Over Time and Attack. 7:1-7:23 - Menghai Pan
, Weixiao Huang, Yanhua Li
, Xun Zhou, Zhenming Liu, Rui Song
, Hui Lu, Zhihong Tian, Jun Luo:
DHPA: Dynamic Human Preference Analytics Framework: A Case Study on Taxi Drivers' Learning Curve Analysis. 8:1-8:19 - Meng Wang
, Hui Li, Jiangtao Cui, Sourav S. Bhowmick
, Ping Liu:
FROST: Movement History-Conscious Facility Relocation. 9:1-9:26 - Tao-Yang Fu, Wang-Chien Lee
:
Trembr: Exploring Road Networks for Trajectory Representation Learning. 10:1-10:25 - Ghazaleh Beigi
, Jiliang Tang, Huan Liu:
Social Science-guided Feature Engineering: A Novel Approach to Signed Link Analysis. 11:1-11:27 - Ping Luo, Kai Shu, Junjie Wu
, Li Wan, Yong Tan:
Exploring Correlation Network for Cheating Detection. 12:1-12:23
Volume 11, Number 2, March 2020
Survey Paper
- Shuo Zhang
, Krisztian Balog:
Web Table Extraction, Retrieval, and Augmentation: A Survey. 13:1-13:35
- Lei Zhu
, Xu Lu
, Zhiyong Cheng, Jingjing Li, Huaxiang Zhang:
Flexible Multi-modal Hashing for Scalable Multimedia Retrieval. 14:1-14:20 - Samuel E. L. Oliveira
, Victor Diniz, Anísio Lacerda, Luiz H. C. Merschmann, Gisele L. Pappa:
Is Rank Aggregation Effective in Recommender Systems? An Experimental Analysis. 16:1-16:26 - Juan Ye
, Simon Dobson
, Franco Zambonelli:
XLearn: Learning Activity Labels across Heterogeneous Datasets. 17:1-17:28 - Hankz Hankui Zhuo
, Yantian Zha, Subbarao Kambhampati, Xin Tian:
Discovering Underlying Plans Based on Shallow Models. 18:1-18:30 - Chien-Chih Wang, Kent Loong Tan, Chih-Jen Lin
:
Newton Methods for Convolutional Neural Networks. 19:1-19:30 - Shih-Chia Huang, Da-Wei Jaw, Bo-Hao Chen
, Sy-Yen Kuo:
Single Image Snow Removal Using Sparse Representation and Particle Swarm Optimizer. 20:1-20:15 - Wenhe Liu
, Xiaojun Chang
, Ling Chen
, Dinh Phung
, Xiaoqin Zhang, Yi Yang, Alexander G. Hauptmann:
Pair-based Uncertainty and Diversity Promoting Early Active Learning for Person Re-identification. 21:1-21:15 - Lei Chen
, Zhiang Wu
, Jie Cao, Guixiang Zhu, Yong Ge:
Travel Recommendation via Fusing Multi-Auxiliary Information into Matrix Factorization. 22:1-22:24 - Ramon Fraga Pereira
, Nir Oren
, Felipe Meneguzzi
:
Using Sub-Optimal Plan Detection to Identify Commitment Abandonment in Discrete Environments. 23:1-23:26 - Erez Shmueli
, Tamir Tassa:
Mediated Secure Multi-Party Protocols for Collaborative Filtering. 15:1-15:25
Volume 11, Number 3, May 2020
Survey Paper
- Zhuang Liu
, Keli Xiao
, Bo Jin
, Kaiyu Huang, Degen Huang, Yunxia Zhang:
Unified Generative Adversarial Networks for Multiple-Choice Oriented Machine Comprehension. 25:1-25:20 - Ankit Shah, Arunesh Sinha
, Rajesh Ganesan, Sushil Jajodia
, Hasan Cam:
Two Can Play That Game: An Adversarial Evaluation of a Cyber-Alert Inspection System. 32:1-32:20 - Adi Lin
, Jie Lu
, Junyu Xuan
, Fujin Zhu
, Guangquan Zhang:
A Causal Dirichlet Mixture Model for Causal Inference from Observational Data. 33:1-33:29 - Gengyu Lyu, Songhe Feng
, Yidong Li, Yi Jin, Guojun Dai, Congyan Lang:
HERA: Partial Label Learning by Combining Heterogeneous Loss with Sparse and Low-Rank Regularization. 34:1-34:19
- Wei Emma Zhang
, Quan Z. Sheng
, Ahoud Alhazmi, Chenliang Li:
Adversarial Attacks on Deep-learning Models in Natural Language Processing: A Survey. 24:1-24:41 - Gábor Horváth, Edith Kovács, Roland Molontay
, Szabolcs Nováczki:
Copula-Based Anomaly Scoring and Localization for Large-Scale, High-Dimensional Continuous Data. 26:1-26:26 - Di Jin, Bingyi Li
, Pengfei Jiao, Dongxiao He, Hongyu Shan, Weixiong Zhang
:
Modeling with Node Popularities for Autonomous Overlapping Community Detection. 27:1-27:23 - Yawei Zhao
, Qian Zhao, Xingxing Zhang, En Zhu, Xinwang Liu, Jianping Yin:
Understand Dynamic Regret with Switching Cost for Online Decision Making. 28:1-28:21 - Xueliang Liu
, Xun Yang, Meng Wang, Richang Hong:
Deep Neighborhood Component Analysis for Visual Similarity Modeling. 29:1-29:15 - Heike Brock
, Felix Law, Kazuhiro Nakadai, Yuji Nagashima:
Learning Three-dimensional Skeleton Data from Sign Language Video. 30:1-30:24 - Lei Zhang, Yixiang Zhang, Xiaolong Zheng
:
WiSign: Ubiquitous American Sign Language Recognition Using Commercial Wi-Fi Devices. 31:1-31:24 - Udit Arora, Hridoy Sankar Dutta, Brihi Joshi, Aditya Chetan
, Tanmoy Chakraborty
:
Analyzing and Detecting Collusive Users Involved in Blackmarket Retweeting Activities. 35:1-35:24
Volume 11, Number 4, July 2020
Survey Paper
- Rui Yao
, Guosheng Lin, Shixiong Xia, Jiaqi Zhao, Yong Zhou:
Video Object Segmentation and Tracking: A Survey. 36:1-36:47
- Yingying Zhang, Quan Fang, Shengsheng Qian, Changsheng Xu:
Knowledge-aware Attentive Wasserstein Adversarial Dialogue Response Generation. 37:1-37:20 - 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:
BISTRO: Berkeley Integrated System for Transportation Optimization. 38:1-38:27 - Hui Liu, Haiou Wang, Yan Wu
, Lei Xing
:
Superpixel Region Merging Based on Deep Network for Medical Image Segmentation. 39:1-39:22 - Divya Singhal, Abhinav Gupta
, Anurag Tripathi, Ravi Kothari:
CNN-based Multiple Manipulation Detector Using Frequency Domain Features of Image Residuals. 40:1-40:26 - Lin Li
, Weike Pan
, Zhong Ming:
CoFi-points: Collaborative Filtering via Pointwise Preference Learning on User/Item-Set. 41:1-41:24 - Jing Ma
, Wei Gao, Shafiq R. Joty, Kam-Fai Wong
:
An Attention-based Rumor Detection Model with Tree-structured Recursive Neural Networks. 42:1-42:28 - Jun-Zhe Wang, Yi-Cheng Chen
, Wen-Yueh Shih, Lin Yang, Yu-Shao Liu, Jiun-Long Huang:
Mining High-utility Temporal Patterns on Time Interval-based Data. 43:1-43:31 - Hanrui Wu
, Yuguang Yan, Michael K. Ng, Qingyao Wu:
Domain-attention Conditional Wasserstein Distance for Multi-source Domain Adaptation. 44:1-44:19 - Jungeun Kim, Jae-Gil Lee, Byung Suk Lee, Jiajun Liu:
Geosocial Co-Clustering: A Novel Framework for Geosocial Community Detection. 45:1-45:26 - Yapei Huang
, Yun Tian, Zhijie Liu, Xiaowei Jin, Yanan Liu, Shifeng Zhao, Daxin Tian:
A Traffic Density Estimation Model Based on Crowdsourcing Privacy Protection. 46:1-46:18 - Min Wang
, Congyan Lang, Liqian Liang, Songhe Feng
, Tao Wang, Yutong Gao:
End-to-End Text-to-Image Synthesis with Spatial Constrains. 47:1-47:19 - Guang Wang
, Fan Zhang, Huijun Sun, Yang Wang, Desheng Zhang:
Understanding the Long-Term Evolution of Electric Taxi Networks: A Longitudinal Measurement Study on Mobility and Charging Patterns. 48:1-48:27 - Xiang Zhang
, Lina Yao
, Chaoran Huang, Tao Gu
, Zheng Yang, Yunhao Liu:
DeepKey: A Multimodal Biometric Authentication System via Deep Decoding Gaits and Brainwaves. 49:1-49:24
Volume 11, Number 5, September 2020
Survey Paper
- Garrett Wilson
, Diane J. Cook
:
A Survey of Unsupervised Deep Domain Adaptation. 51:1-51:46
- Chaochao Chen
, Jun Zhou, Bingzhe Wu, Wenjing Fang, Li Wang, Yuan Qi, Xiaolin Zheng:
Practical Privacy Preserving POI Recommendation. 52:1-52:20 - Nikhil Muralidhar
, Anika Tabassum
, Liangzhe Chen, Supriya Chinthavali, Naren Ramakrishnan
, B. Aditya Prakash:
Cut-n-Reveal: Time Series Segmentations with Explanations. 53:1-53:26 - Jizhou Huang
, Haifeng Wang
, Wei Zhang, Ting Liu:
Multi-Task Learning for Entity Recommendation and Document Ranking in Web Search. 54:1-54:24 - Ahmad Albaqsami
, Maryam S. Hosseini, Masoomeh Jasemi, Nader Bagherzadeh:
Adaptive HTF-MPR: An Adaptive Heterogeneous TensorFlow Mapper Utilizing Bayesian Optimization and Genetic Algorithms. 55:1-55:25 - Rui Liu, Runze Liu, Andrea Pugliese
, V. S. Subrahmanian:
STARS: Defending against Sockpuppet-Based Targeted Attacks on Reviewing Systems. 56:1-56:25 - Yuxiang Zhou
, Lejian Liao, Yang Gao, Heyan Huang, Xiaochi Wei:
A Discriminative Convolutional Neural Network with Context-aware Attention. 57:1-57:21 - Chenglong Dai
, Dechang Pi, Stefanie I. Becker
:
Shapelet-transformed Multi-channel EEG Channel Selection. 58:1-58:27 - Munkh-Erdene Yadamjav
, Zhifeng Bao
, Baihua Zheng
, Farhana Murtaza Choudhury, Hanan Samet:
Querying Recurrent Convoys over Trajectory Data. 59:1-59:24 - Xiaoguang Tu
, Zheng Ma, Jian Zhao, Guodong Du, Mei Xie, Jiashi Feng:
Learning Generalizable and Identity-Discriminative Representations for Face Anti-Spoofing. 60:1-60:19 - Qing Tian
, Wenqiang Zhang, Meng Cao, Liping Wang, Songcan Chen, Hujun Yin
:
Moment-Guided Discriminative Manifold Correlation Learning on Ordinal Data. 61:1-61:18 - Kun Yuan
, Guannan Liu, Junjie Wu
, Hui Xiong:
Dancing with Trump in the Stock Market: A Deep Information Echoing Model. 62:1-62:22 - Eddy Maddalena
, Luis-Daniel Ibáñez
, Elena Simperl
:
Mapping Points of Interest Through Street View Imagery and Paid Crowdsourcing. 63:1-63:28
Volume 11, Number 6, November 2020
Survey Paper
- Tong Xia
, Yong Li, Jie Feng, Depeng Jin, Qing Zhang, Hengliang Luo, Qingmin Liao:
DeepApp: Predicting Personalized Smartphone App Usage via Context-Aware Multi-Task Learning. 64:1-64:12
- Zimu Zheng
, Jie Pu, Linghui Liu, Dan Wang, Xiangming Mei, Sen Zhang, Quanyu Dai
:
Contextual Anomaly Detection in Solder Paste Inspection with Multi-Task Learning. 65:1-65:17 - Sharon Levy
, Wenhan Xiong, Elizabeth M. Belding, William Yang Wang:
SafeRoute: Learning to Navigate Streets Safely in an Urban Environment. 66:1-66:17 - Zohaib Md. Jan
, Brijesh K. Verma:
Multiple Elimination of Base Classifiers in Ensemble Learning Using Accuracy and Diversity Comparisons. 67:1-67:17 - Bayu Adhi Tama
, Marco Comuzzi
, Jonghyeon Ko:
An Empirical Investigation of Different Classifiers, Encoding, and Ensemble Schemes for Next Event Prediction Using Business Process Event Logs. 68:1-68:34 - Debopriyo Banerjee
, Krothapalli Sreenivasa Rao, Shamik Sural, Niloy Ganguly:
BOXREC: Recommending a Box of Preferred Outfits in Online Shopping. 69:1-69:28 - Pan Li
, Alexander Tuzhilin:
Latent Unexpected Recommendations. 70:1-70:25 - Carlos Eiras-Franco
, David Martínez-Rego, Leslie Kanthan, César Piñeiro, Antonio Bahamonde, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos:
Fast Distributed kNN Graph Construction Using Auto-tuned Locality-sensitive Hashing. 71:1-71:18 - Junwei Li
, Le Wu, Richang Hong, Kun Zhang, Yong Ge, Yan Li:
A Joint Neural Model for User Behavior Prediction on Social Networking Platforms. 72:1-72:25 - Moshe Mash, Roy Fairstein, Yoram Bachrach, Kobi Gal, Yair Zick:
Human-computer Coalition Formation in Weighted Voting Games. 73:1-73:20 - Xiu Susie Fang
, Quan Z. Sheng
, Xianzhi Wang
, Wei Emma Zhang
, Anne H. H. Ngu, Jian Yang
:
From Appearance to Essence: Comparing Truth Discovery Methods without Using Ground Truth. 74:1-74:24
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