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IEEE Intelligent Systems, Volume 36
Volume 36, Number 1, January - February 2021
- Can Wang
, Fosca Giannotti, Longbing Cao
Learning Complex Couplings and Interactions. 3-5 - Wenpeng Lu
Concept Representation by Learning Explicit and Implicit Concept Couplings. 6-15 - Yanjun Zhang
Differentially Private Collaborative Coupling Learning for Recommender Systems. 16-24 - Giulio Rossetti
Conformity: A Path-Aware Homophily Measure for Node-Attributed Networks. 25-34 - Peiyao Li
CoTrRank: Trust Ranking on Twitter. 35-45 - Xiangyu Song
SEPN: A Sequential Engagement Based Academic Performance Prediction Model. 46-53 - Mahdi Imani
Optimal Finite-Horizon Perturbation Policy for Inference of Gene Regulatory Networks. 54-63 - Jing He, Jiao Tian, Yuanyuan Wu
An Efficient Solution to Detect Common Topologies in Money Launderings Based on Coupling and Connection. 64-74 - Qingnan Jiang
Toward Aspect-Level Sentiment Modification Without Parallel Data. 75-81
Volume 36, Number 2, March - April 2021
- Francesco Parisi
Guest Editorial Argumentation-Based Reasoning. 3-5 - Gianvincenzo Alfano
Incremental Skeptical Preferred Acceptance in Dynamic Argumentation Frameworks. 6-12 - Kenneth Skiba
Complexity of Nonempty Existence Problems in Incomplete Argumentation Frameworks. 13-24 - AnneMarie Borg
A Basic Framework for Explanations in Argumentation. 25-35 - Martin E. Buron Brarda
Using Argumentation to Obtain and Explain Results in a Decision Support System. 36-42 - Juan Carlos Teze
An Architecture for Argumentation-Based Epistemic Planning: A First Approach With Contextual Preferences. 43-51 - Haixiao Chi
An Optimized Quantitative Argumentation Debate Model for Fraud Detection in E-Commerce Transactions. 52-63 - Nadin Kökciyan
Applying Metalevel Argumentation Frameworks to Support Medical Decision Making. 64-71 - Helena Lindgren
Argumentation-Based Health Information Systems: A Design Methodology. 72-80 - Martín O. Moguillansky
Fact Investigation and Proof Standards in Legal Argumentation. 81-87 - Lukas Stappen
Sentiment Analysis and Topic Recognition in Video Transcriptions. 88-95 - Muhammad Intizar Ali
Cognitive Digital Twins for Smart Manufacturing. 96-100
Volume 36, Number 3, May - June 2021
- Guansong Pang
Guest Editorial: Non-IID Outlier Detection in Complex Contexts. 3-4 - Boxiang Dong
Anomalous Event Sequence Detection. 5-13 - Xijun Liang
Anomaly Detection Aided Budget Online Classification for Imbalanced Data Streams. 14-22 - Shuo Yu, Jiaying Liu, Haoran Wei, Feng Xia, Hanghang Tong
How to Optimize an Academic Team When the Outlier Member is Leaving? 23-30 - Haolong Xiang
Isolation Forest Based Anomaly Detection Framework on Non-IID Data. 31-40 - Brian G. Booth
Outlier Detection for Foot Complaint Diagnosis: Modeling Confounding Factors Using Metric Learning. 41-49 - Robbie T. Nakatsu
An Evaluation of Four Resampling Methods Used in Machine Learning Classification. 51-57 - Ahmed Youssef Ali Amer
A Localized Learning Approach Applied to Human Activity Recognition. 58-71 - Dongjing Shan, Xiongwei Zhang, Limin Wang, Tieyong Cao, Chao Zhang:
Saliency Detection With a Three-Stage Hierarchical Network. 72-79 - Jeffrey S. Rosenschein
Understanding Mechanism Design - Part 2 of 3: The Vickrey-Clarke-Groves Mechanism. 80-81 - Wei Peng, Xiaopeng Hong
Adaptive Modality Distillation for Separable Multimodal Sentiment Analysis. 82-89
Volume 36, Number 4, July - August 2021
- Songlin Zhai
VSE-fs: Fast Full-Sample Visual Semantic Embedding. 3-12 - Bing Ai
Enhancing the Quality in Crowdsourcing E-Markets Through Team Formation Games. 13-23 - Mengnan Du
Fairness in Deep Learning: A Computational Perspective. 25-34 - Qing Liu, Trong Dinh Thac Do
Answer Keyword Generation for Community Question Answering by Multiaspect Gamma-Poisson Matrix Completion. 35-47 - Monireh Abdoos
Fuzzy Graph and Collective Multiagent Reinforcement Learning for Traffic Signals Control. 48-55 - Shoujin Wang
Hierarchical Attentive Transaction Embedding With Intra- and Inter-Transaction Dependencies for Next-Item Recommendation. 56-64 - Jiuling Zhang
CRTL: Context Restoration Transfer Learning for Cross-Domain Recommendations. 65-72 - Wujie Zhou
TSNet: Three-Stream Self-Attention Network for RGB-D Indoor Semantic Segmentation. 73-78 - Mohamed Aladem
A Single-Stream Segmentation and Depth Prediction CNN for Autonomous Driving. 79-85 - Alberto Castellini
Predictive Model Generation for Load Forecasting in District Heating Networks. 86-95 - Kai Shu
Detecting Fake News With Weak Social Supervision. 96-103 - Liwen Zhang
GC-Net: Gridding and Clustering for Traffic Object Detection With Roadside LiDAR. 104-113 - Mike Thelwall
This! Identifying New Sentiment Slang Through Orthographic Pleonasm Online: Yasss Slay Gorg Queen Ilysm. 114-120
Volume 36, Number 5, September - October 2021
- Dingqi Yang
Location-Centric Social Media Analytics: Challenges and Opportunities for Smart Cities. 3-10 - Di Chai
Secure Federated Matrix Factorization. 11-20 - Guanyu Lin
FedRec: Federated Recommendation With Explicit Feedback. 21-30 - Yang Liu
Federated Digital Gateway: Methodologies, Tools, and Applications. 31-38 - Sarunas Grigaliunas
Digital Evidence Object Model for Situation Awareness and Decision Making in Digital Forensics Investigation. 39-48 - Hsu-Yung Cheng
Automatic Data Cleaning System for Large-Scale Location Image Databases Using a Multilevel Extractor and Multiresolution Dissimilarity Calculation. 49-56 - Vincenzo Moscato
An Emotional Recommender System for Music. 57-68 - Yanwu Yang
Learning Parameters for a Generalized Vidale-Wolfe Response Model With Flexible Ad Elasticity and Word-of-Mouth. 69-79 - Eunjeong Jeong
Hiding in the Crowd: Federated Data Augmentation for On-Device Learning. 80-87 - Marcin Relich
A Declarative Approach to New Product Development Project Prototyping. 88-95 - Yexuan Shi
Federated Topic Discovery: A Semantic Consistent Approach. 96-103 - Dorjan Hitaj
Capture the Bot: Using Adversarial Examples to Improve CAPTCHA Robustness to Bot Attacks. 104-112 - Semeh Ben Salem
The DRk-M for Clustering Categorical Datasets With Uncertainty. 113-121 - Zhiyue Liu
GSMNet: Global Semantic Memory Network for Aspect-Level Sentiment Classification. 122-130 - Alessio Bechini
Stance Analysis of Twitter Users: The Case of the Vaccination Topic in Italy. 131-139
Volume 36, Number 6, November - December 2021
- Nan Xu
MDA: Multimodal Data Augmentation Framework for Boosting Performance on Sentiment/Emotion Classification Tasks. 3-12 - Wanting Wen
Learning Embeddings Based on Global Structural Similarity in Heterogeneous Networks. 13-22 - Rui Ding
Adversarial Path Sampling for Recommender Systems. 23-31 - Lei Feng
Embedding-Augmented Generalized Matrix Factorization for Recommendation With Implicit Feedback. 32-41 - Jianxiong Wan
Intelligent Rack-Level Cooling Management in Data Centers With Active Ventilation Tiles: A Deep Reinforcement Learning Approach. 42-52 - Haolin Wang
Tensor Factorization-Based Prediction With an Application to Estimate the Risk of Chronic Diseases. 53-61 - Ramon Ruiz-Dolz
Transformer-Based Models for Automatic Identification of Argument Relations: A Cross-Domain Evaluation. 62-70 - Ping Zhong
Attention-Enhanced Gradual Machine Learning for Entity Resolution. 71-79 - Gianvincenzo Alfano
Incremental Computation in Dynamic Argumentation Frameworks. 80-86 - Kewei Cheng
SecureBoost: A Lossless Federated Learning Framework. 87-98 - Raymond Chiong
Combining Sentiment Lexicons and Content-Based Features for Depression Detection. 99-105
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