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ACM Transactions on Intelligent Systems and Technology, Volume 10
Volume 10, Number 1, January 2019
- Nan Cao, Steffen Koch, David Gotz, Yingcai Wu:
ACM TIST Special Issue on Visual Analytics. 1:1-1:4 - Wei Chen, Jing Xia, Xu-Meng Wang
, Yi Wang, Jun Chen, Liang Chang:
RelationLines: Visual Reasoning of Egocentric Relations from Heterogeneous Urban Data. 2:1-2:21 - Mingliang Xu, Hua Wang, Shili Chu, Yong Gan, Xiaoheng Jiang, Yafei Li, Bing Zhou:
Traffic Simulation and Visual Verification in Smog. 3:1-3:17 - Cong Xie
Visual Analytics of Heterogeneous Data Using Hypergraph Learning. 4:1-4:26 - Athanasios Vogogias
BayesPiles: Visualisation Support for Bayesian Network Structure Learning. 5:1-5:23 - Dongyu Liu
DeepTracker: Visualizing the Training Process of Convolutional Neural Networks. 6:1-6:25 - Hai Jin, Yuanfeng Lian, Jing Hua
Learning Facial Expressions with 3D Mesh Convolutional Neural Network. 7:1-7:22 - Chen Zhang, Hao Wang:
ResumeVis: A Visual Analytics System to Discover Semantic Information in Semi-structured Resume Data. 8:1-8:25 - Fan Du, Catherine Plaisant, Neil Spring, Ben Shneiderman:
Visual Interfaces for Recommendation Systems: Finding Similar and Dissimilar Peers. 9:1-9:23 - Haoran Liang, Ming Jiang
CapVis: Toward Better Understanding of Visual-Verbal Saliency Consistency. 10:1-10:23 - Siming Chen
D-Map+: Interactive Visual Analysis and Exploration of Ego-centric and Event-centric Information Diffusion Patterns in Social Media. 11:1-11:26
Volume 10, Number 2, February 2019
- Qiang Yang, Yang Liu
Federated Machine Learning: Concept and Applications. 12:1-12:19 - Wei Wang
A Survey of Zero-Shot Learning: Settings, Methods, and Applications. 13:1-13:37
- Reuth Mirsky, Kobi Gal
Goal and Plan Recognition Design for Plan Libraries. 14:1-14:23 - Oskar Skibski
Enumerating Connected Subgraphs and Computing the Myerson and Shapley Values in Graph-Restricted Games. 15:1-15:25 - Jason Shuo Zhang
Understanding Event Organization at Scale in Event-Based Social Networks. 16:1-16:23 - Hsun-Ping Hsieh
Inferring Online Social Ties from Offline Geographical Activities. 17:1-17:21 - Zeng Yu, Tianrui Li
Reconstruction of Hidden Representation for Robust Feature Extraction. 18:1-18:24 - Hongjian Wang
A Simple Baseline for Travel Time Estimation using Large-scale Trip Data. 19:1-19:22 - Cheng Deng
Deep Multi-scale Discriminative Networks for Double JPEG Compression Forensics. 20:1-20:20
Volume 10, Number 3, May 2019
- Karishma Sharma
Combating Fake News: A Survey on Identification and Mitigation Techniques. 21:1-21:42
- Zun Li
Co-saliency Detection with Graph Matching. 22:1-22:22
- Ankita Likhyani
Location-Specific Influence Quantification in Location-Based Social Networks. 23:1-23:28 - Huaxiu Yao
Predicting Academic Performance for College Students: A Campus Behavior Perspective. 24:1-24:21 - Bailin Yang, Luhong Zhang, Frederick W. B. Li
Motion-Aware Compression and Transmission of Mesh Animation Sequences. 25:1-25:21 - Hanrui Wu
Online Heterogeneous Transfer Learning by Knowledge Transition. 26:1-26:19 - Neng Shi
CNNs Based Viewpoint Estimation for Volume Visualization. 27:1-27:22 - Joseph W. Mikhail
A Semi-Boosted Nested Model With Sensitivity-Based Weighted Binarization for Multi-Domain Network Intrusion Detection. 28:1-28:27 - Jianping Gou
A Local Mean Representation-based K-Nearest Neighbor Classifier. 29:1-29:25 - Hankz Hankui Zhuo
Recognizing Multi-Agent Plans When Action Models and Team Plans Are Both Incomplete. 30:1-30:24 - Fatemeh Golpayegani
Using Social Dependence to Enable Neighbourly Behaviour in Open Multi-Agent Systems. 31:1-31:31 - Chunbiao Zhu, Wenhao Zhang, Thomas H. Li, Shan Liu, Ge Li:
Exploiting the Value of the Center-dark Channel Prior for Salient Object Detection. 32:1-32:20
Volume 10, Number 4, August 2019
- Jiang Bian
Trajectory Data Classification: A Review. 33:1-33:34 - Ilya Verenich
Survey and Cross-benchmark Comparison of Remaining Time Prediction Methods in Business Process Monitoring. 34:1-34:34
- Chen Gong
Multi-Modal Curriculum Learning over Graphs. 35:1-35:25 - Xiang Ao
Large-Scale Frequent Episode Mining from Complex Event Sequences with Hierarchies. 36:1-36:26 - Thanh Cong Phan, Thanh Tam Nguyen
Efficient User Guidance for Validating Participatory Sensing Data. 37:1-37:30 - Wanqiu Cui
Short Text Analysis Based on Dual Semantic Extension and Deep Hashing in Microblog. 38:1-38:24 - Suining He
Spatio-temporal Adaptive Pricing for Balancing Mobility-on-Demand Networks. 39:1-39:28 - Ashwini Tonge
Privacy-aware Tag Recommendation for Accurate Image Privacy Prediction. 40:1-40:28 - Guoshuai Zhao
Personalized Reason Generation for Explainable Song Recommendation. 41:1-41:21 - Deepak Thukral, Adesh Pandey, Rishabh Gupta, Vikram Goyal, Tanmoy Chakraborty
DiffQue: Estimating Relative Difficulty of Questions in Community Question Answering Services. 42:1-42:27 - Zhe Jiang
Spatial Ensemble Learning for Heterogeneous Geographic Data with Class Ambiguity. 43:1-43:25 - Suvadeep Banerjee
ALERA: Accelerated Reinforcement Learning Driven Adaptation to Electro-Mechanical Degradation in Nonlinear Control Systems Using Encoded State Space Error Signatures. 44:1-44:25
Volume 10, Number 5, November 2019
- Jiuyong Li
Introduction to the Special Section on Advances in Causal Discovery and Inference. 45:1-45:3 - Eric V. Strobl
Estimating and Controlling the False Discovery Rate of the PC Algorithm Using Edge-specific P-Values. 46:1-46:37 - Benjamin Herd
Detecting Causal Relationships in Simulation Models Using Intervention-based Counterfactual Analysis. 47:1-47:25 - Ridho Rahmadi
Stable Specification Search in Structural Equation Models with Latent Variables. 48:1-48:23 - Yue Liu, Zheng Cai, Chunchen Liu, Zhi Geng:
Local Learning Approaches for Finding Effects of a Specified Cause and Their Causal Paths. 49:1-49:15 - Hao Zhang, Shuigeng Zhou
Measuring Conditional Independence by Independent Residuals for Causal Discovery. 50:1-50:19 - David Heckerman
Toward Accounting for Hidden Common Causes When Inferring Cause and Effect from Observational Data. 51:1-51:5 - Zhaolong Ling
BAMB: A Balanced Markov Blanket Discovery Approach to Feature Selection. 52:1-52:25
- Yongshan Zhang
Multi-View Fusion with Extreme Learning Machine for Clustering. 53:1-53:23 - Stephen Law
Take a Look Around: Using Street View and Satellite Images to Estimate House Prices. 54:1-54:19 - Ya-Lin Zhang
Distributed Deep Forest and its Application to Automatic Detection of Cash-Out Fraud. 55:1-55:19 - Ali Braytee
Correlated Multi-label Classification with Incomplete Label Space and Class Imbalance. 56:1-56:26 - Hamed Zamani, Markus Schedl
An Analysis of Approaches Taken in the ACM RecSys Challenge 2018 for Automatic Music Playlist Continuation. 57:1-57:21 - Fulvio Corno
RecRules: Recommending IF-THEN Rules for End-User Development. 58:1-58:27 - Luca Pappalardo
PlayeRank: Data-driven Performance Evaluation and Player Ranking in Soccer via a Machine Learning Approach. 59:1-59:27
Volume 10, Number 6, December 2019
- Weijia Jia, Geyong Min, Yang Xiang, Arun Kumar Sangaiah
Special Issue on Intelligent Edge Computing for Cyber Physical and Cloud Systems. - Zhaolong Ning
Deep Reinforcement Learning for Vehicular Edge Computing: An Intelligent Offloading System. 60:1-60:24 - Yuxin Liu, Xiao Liu, Anfeng Liu, Neal N. Xiong
A Trust Computing-based Security Routing Scheme for Cyber Physical Systems. 61:1-61:27 - Tian Wang
Crowdsourcing Mechanism for Trust Evaluation in CPCS Based on Intelligent Mobile Edge Computing. 62:1-62:19 - Fang Liu
Edge-enabled Disaster Rescue: A Case Study of Searching for Missing People. 63:1-63:21 - Xiaoming Li
Using Sparse Representation to Detect Anomalies in Complex WSNs. 64:1-64:18 - Po Yang
Comparison and Modelling of Country-level Microblog User and Activity in Cyber-physical-social Systems Using Weibo and Twitter Data. 65:1-65:24 - Umair Ullah Tariq
Energy-efficient Static Task Scheduling on VFI-based NoC-HMPSoCs for Intelligent Edge Devices in Cyber-physical Systems. 66:1-66:22 - Junhao Zhou, Hong-Ning Dai
Lightweight Convolution Neural Networks for Mobile Edge Computing in Transportation Cyber Physical Systems. 67:1-67:20 - Wenjuan Tang
Efficient and Privacy-preserving Fog-assisted Health Data Sharing Scheme. 68:1-68:23 - Jin Li
Secure Deduplication System with Active Key Update and Its Application in IoT. 69:1-69:21
- Ying Zhao
A Visual Analysis Approach for Understanding Durability Test Data of Automotive Products. 70:1-70:23 - Milad Leyli-Abadi
Mixture of Joint Nonhomogeneous Markov Chains to Cluster and Model Water Consumption Behavior Sequences. 71:1-71:21
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