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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
Forecasting Price Trend of Bulk Commodities Leveraging Cross-domain Open Data Fusion. 1:1-1:26 - Yiqun Xie, Xun Zhou
Discovering Interesting Subpaths with Statistical Significance from Spatiotemporal Datasets. 2:1-2:24 - Ramon Lopes
Graph-based Recommendation Meets Bayes and Similarity Measures. 3:1-3:26 - Sofia Amador Nelke
Market Clearing-based Dynamic Multi-agent Task Allocation. 4:1-4:25 - Marcin Waniek
Strategic Attack & Defense in Security Diffusion Games. 5:1-5:35 - Jindong Wang
Transfer Learning with Dynamic Distribution Adaptation. 6:1-6:25 - Benjamin D. Horne
Robust Fake News Detection Over Time and Attack. 7:1-7:23 - Menghai Pan
DHPA: Dynamic Human Preference Analytics Framework: A Case Study on Taxi Drivers' Learning Curve Analysis. 8:1-8:19 - Meng Wang
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
Social Science-guided Feature Engineering: A Novel Approach to Signed Link Analysis. 11:1-11:27 - Ping Luo, Kai Shu, Junjie Wu
Exploring Correlation Network for Cheating Detection. 12:1-12:23
Volume 11, Number 2, March 2020
Survey Paper
- Shuo Zhang
Web Table Extraction, Retrieval, and Augmentation: A Survey. 13:1-13:35
- Lei Zhu
Flexible Multi-modal Hashing for Scalable Multimedia Retrieval. 14:1-14:20 - Samuel E. L. Oliveira
Is Rank Aggregation Effective in Recommender Systems? An Experimental Analysis. 16:1-16:26 - Juan Ye
XLearn: Learning Activity Labels across Heterogeneous Datasets. 17:1-17:28 - Hankz Hankui Zhuo
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
Single Image Snow Removal Using Sparse Representation and Particle Swarm Optimizer. 20:1-20:15 - Wenhe Liu
Pair-based Uncertainty and Diversity Promoting Early Active Learning for Person Re-identification. 21:1-21:15 - Lei Chen
Travel Recommendation via Fusing Multi-Auxiliary Information into Matrix Factorization. 22:1-22:24 - Ramon Fraga Pereira
Using Sub-Optimal Plan Detection to Identify Commitment Abandonment in Discrete Environments. 23:1-23:26 - Erez Shmueli
Mediated Secure Multi-Party Protocols for Collaborative Filtering. 15:1-15:25
Volume 11, Number 3, May 2020
Survey Paper
- Zhuang Liu
Unified Generative Adversarial Networks for Multiple-Choice Oriented Machine Comprehension. 25:1-25:20 - Ankit Shah, Arunesh Sinha
Two Can Play That Game: An Adversarial Evaluation of a Cyber-Alert Inspection System. 32:1-32:20 - Adi Lin
A Causal Dirichlet Mixture Model for Causal Inference from Observational Data. 33:1-33:29 - Gengyu Lyu, Songhe Feng
HERA: Partial Label Learning by Combining Heterogeneous Loss with Sparse and Low-Rank Regularization. 34:1-34:19
- Wei Emma Zhang
Adversarial Attacks on Deep-learning Models in Natural Language Processing: A Survey. 24:1-24:41 - Gábor Horváth, Edith Kovács, Roland Molontay
Copula-Based Anomaly Scoring and Localization for Large-Scale, High-Dimensional Continuous Data. 26:1-26:26 - Di Jin, Bingyi Li
Modeling with Node Popularities for Autonomous Overlapping Community Detection. 27:1-27:23 - Yawei Zhao
Understand Dynamic Regret with Switching Cost for Online Decision Making. 28:1-28:21 - Xueliang Liu
Deep Neighborhood Component Analysis for Visual Similarity Modeling. 29:1-29:15 - Heike Brock
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
Analyzing and Detecting Collusive Users Involved in Blackmarket Retweeting Activities. 35:1-35:24
Volume 11, Number 4, July 2020
Survey Paper
- Rui Yao
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
BISTRO: Berkeley Integrated System for Transportation Optimization. 38:1-38:27 - Hui Liu, Haiou Wang, Yan Wu
Superpixel Region Merging Based on Deep Network for Medical Image Segmentation. 39:1-39:22 - Divya Singhal, Abhinav Gupta
CNN-based Multiple Manipulation Detector Using Frequency Domain Features of Image Residuals. 40:1-40:26 - Lin Li
CoFi-points: Collaborative Filtering via Pointwise Preference Learning on User/Item-Set. 41:1-41:24 - Jing Ma
An Attention-based Rumor Detection Model with Tree-structured Recursive Neural Networks. 42:1-42:28 - Jun-Zhe Wang, Yi-Cheng Chen
Mining High-utility Temporal Patterns on Time Interval-based Data. 43:1-43:31 - Hanrui 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
A Traffic Density Estimation Model Based on Crowdsourcing Privacy Protection. 46:1-46:18 - Min Wang
End-to-End Text-to-Image Synthesis with Spatial Constrains. 47:1-47:19 - Guang Wang
Understanding the Long-Term Evolution of Electric Taxi Networks: A Longitudinal Measurement Study on Mobility and Charging Patterns. 48:1-48:27 - Xiang Zhang
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
A Survey of Unsupervised Deep Domain Adaptation. 51:1-51:46
- Chaochao Chen
Practical Privacy Preserving POI Recommendation. 52:1-52:20 - Nikhil Muralidhar
Cut-n-Reveal: Time Series Segmentations with Explanations. 53:1-53:26 - Jizhou Huang
Multi-Task Learning for Entity Recommendation and Document Ranking in Web Search. 54:1-54:24 - Ahmad Albaqsami
Adaptive HTF-MPR: An Adaptive Heterogeneous TensorFlow Mapper Utilizing Bayesian Optimization and Genetic Algorithms. 55:1-55:25 - Rui Liu, Runze Liu, Andrea Pugliese
STARS: Defending against Sockpuppet-Based Targeted Attacks on Reviewing Systems. 56:1-56:25 - Yuxiang Zhou
A Discriminative Convolutional Neural Network with Context-aware Attention. 57:1-57:21 - Chenglong Dai
Shapelet-transformed Multi-channel EEG Channel Selection. 58:1-58:27 - Munkh-Erdene Yadamjav
Querying Recurrent Convoys over Trajectory Data. 59:1-59:24 - Xiaoguang Tu
Learning Generalizable and Identity-Discriminative Representations for Face Anti-Spoofing. 60:1-60:19 - Qing Tian
Moment-Guided Discriminative Manifold Correlation Learning on Ordinal Data. 61:1-61:18 - Kun Yuan
Dancing with Trump in the Stock Market: A Deep Information Echoing Model. 62:1-62:22 - Eddy Maddalena
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
DeepApp: Predicting Personalized Smartphone App Usage via Context-Aware Multi-Task Learning. 64:1-64:12
- Zimu Zheng
Contextual Anomaly Detection in Solder Paste Inspection with Multi-Task Learning. 65:1-65:17 - Sharon Levy
SafeRoute: Learning to Navigate Streets Safely in an Urban Environment. 66:1-66:17 - Zohaib Md. Jan
Multiple Elimination of Base Classifiers in Ensemble Learning Using Accuracy and Diversity Comparisons. 67:1-67:17 - Bayu Adhi Tama
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
BOXREC: Recommending a Box of Preferred Outfits in Online Shopping. 69:1-69:28 - Pan Li
Latent Unexpected Recommendations. 70:1-70:25 - Carlos Eiras-Franco
Fast Distributed kNN Graph Construction Using Auto-tuned Locality-sensitive Hashing. 71:1-71:18 - Junwei 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
From Appearance to Essence: Comparing Truth Discovery Methods without Using Ground Truth. 74:1-74:24
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