IEEE Intelligent Systems

Article	Citations
FedHealth: A Federated Transfer Learning Framework for Wearable Healthcare	457
A Secure Federated Transfer Learning Framework	260
SecureBoost: A Lossless Federated Learning Framework	188
Secure Federated Matrix Factorization	143
The Hourglass Model Revisited	113
Parallel Intelligence in Metaverses: Welcome to Hanoi!	88
From Features Engineering to Scenarios Engineering for Trustworthy AI: I&I, C&C, and V&V	87
TSNet: Three-Stream Self-Attention Network for RGB-D Indoor Semantic Segmentation	81
Fairness in Deep Learning: A Computational Perspective	78
Decentralized AI: Edge Intelligence and Smart Blockchain, Metaverse, Web3, and DeSci	76
Sentiment Analysis and Topic Recognition in Video Transcriptions	75
XGBoost Model and Its Application to Personal Credit Evaluation	68
An Emotional Recommender System for Music	64
FedRec: Federated Recommendation With Explicit Feedback	60
A Sustainable Incentive Scheme for Federated Learning	58
Preserving User Privacy for Machine Learning: Local Differential Privacy or Federated Machine Learning?	48
Metaverses and DeMetaverses: From Digital Twins in CPS to Parallel Intelligence in CPSS	47
Combining Sentiment Lexicons and Content-Based Features for Depression Detection	39
The DAO to DeSci: AI for Free, Fair, and Responsibility Sensitive Sciences	32
Adaptive Modality Distillation for Separable Multimodal Sentiment Analysis	28
OntoSenticNet 2: Enhancing Reasoning Within Sentiment Analysis	26
Three Algorithms for Solving High-Dimensional Fully Coupled FBSDEs Through Deep Learning	26
Robust Federated Learning With Noisy Labels	26
Federated Generative Privacy	25
Will Affective Computing Emerge From Foundation Models and General Artificial Intelligence? A First Evaluation of ChatGPT	25

Hierarchical Attentive Transaction Embedding With Intra- and Inter-Transaction Dependencies for Next-Item Recommendation	25
Personalized Geographical Influence Modeling for POI Recommendation	25
A Single-Stream Segmentation and Depth Prediction CNN for Autonomous Driving	25
Cognitive Digital Twins for Smart Manufacturing	24
Cross-Lingual Sentiment Quantification	24
Concept Representation by Learning Explicit and Implicit Concept Couplings	23
SEPN: A Sequential Engagement Based Academic Performance Prediction Model	23
Formal Analysis of Smart Contract Based on Colored Petri Nets	22
A New Age of AI: Features and Futures	22
The Era of Intelligent Recommendation: Editorial on Intelligent Recommendation with Advanced AI and Learning	21
Dynamic Sampling and Selective Masking for Communication-Efficient Federated Learning	19
Deep Learning and Smart Contract-Assisted Secure Data Sharing for IoT-Based Intelligent Agriculture	18
Beyond i.i.d.: Non-IID Thinking, Informatics, and Learning	17
Proxy Experience Replay: Federated Distillation for Distributed Reinforcement Learning	17
A Stable Deep Reinforcement Learning Framework for Recommendation	16
Applying Metalevel Argumentation Frameworks to Support Medical Decision Making	15
A Data-Analytics Approach for Risk Evaluation in Peer-to-Peer Lending Platforms	15
AI in Combating the COVID-19 Pandemic	15
Commonsense Knowledge Enhanced Memory Network for Stance Classification	15
Blockchain-Based Fair and Secure Electronic Double Auction Protocol	14
Foundation Models for Transportation Intelligence: ITS Convergence in TransVerse	13
Parallel Population and Parallel Human—A Cyber-Physical Social Approach	13
MDA: Multimodal Data Augmentation Framework for Boosting Performance on Sentiment/Emotion Classification Tasks	12
MGNN: Mutualistic Graph Neural Network for Joint Friend and Item Recommendation	12
Location-Centric Social Media Analytics: Challenges and Opportunities for Smart Cities	12
Few-Shot Object Detection Based on Self-Knowledge Distillation	12
Detecting Fake News With Weak Social Supervision	12
Conformity: A Path-Aware Homophily Measure for Node-Attributed Networks	12
Data-Driven Deepfake Forensics Model Based on Large-Scale Frequency and Noise Features	11
Toward Trustworthy and Responsible Artificial Intelligence Policy Development	11
GC-Net: Gridding and Clustering for Traffic Object Detection With Roadside LiDAR	11
Image Polarity Detection on Resource-Constrained Devices	11
Rethinking Homework in the Age of Artificial Intelligence	11
Seven Pillars for the Future of Artificial Intelligence	11
Optimal Finite-Horizon Perturbation Policy for Inference of Gene Regulatory Networks	11
GSMNet: Global Semantic Memory Network for Aspect-Level Sentiment Classification	10
Differentially Private Collaborative Coupling Learning for Recommender Systems	10
An Evaluation of Four Resampling Methods Used in Machine Learning Classification	10
Semi-discrete Matrix Factorization	9
Toward Aspect-Level Sentiment Modification Without Parallel Data	9
Deep Reinforcement Learning for Quantitative Trading: Challenges and Opportunities	9
Digital Evidence Object Model for Situation Awareness and Decision Making in Digital Forensics Investigation	9
A New SVDD Approach to Reliable and Explainable AI	9
Federated Topic Discovery: A Semantic Consistent Approach	9
A Basic Framework for Explanations in Argumentation	9
Stance Analysis of Twitter Users: The Case of the Vaccination Topic in Italy	9
Intelligent Rack-Level Cooling Management in Data Centers With Active Ventilation Tiles: A Deep Reinforcement Learning Approach	9
Parallel Urban Rail Transit Stations for Passenger Emergency Management	9
Joint Intelligence Ranking by Federated Multiplicative Update	8
Special Issue on AI and FinTech: The Challenge Ahead	8

FD-LSTM: A Fuzzy LSTM Model for Chaotic Time-Series Prediction	8
Isolation Forest Based Anomaly Detection Framework on Non-IID Data	8
Cooperative Mechanism of SME Growth in the Mesoscopic Structure With Strategic and Nonstrategic Partners	8
SMSS: Secure Member Selection Strategy in Federated Learning	8
Multiscale 3D-Shift Graph Convolution Network for Emotion Recognition From Human Actions	7
Exploring Customer Price Preference and Product Profit Role in Recommender Systems	7
Transformer-Based Models for Automatic Identification of Argument Relations: A Cross-Domain Evaluation	7
Multimodal Fusion-Based Image Hiding Algorithm for Secure Healthcare System	7
Trustworthy Machine Learning	7
Contribution- and Participation-Based Federated Learning on Non-IID Data	7
Using Argumentation to Obtain and Explain Results in a Decision Support System	7
Simulation Driven AI: From Artificial to Actual and Vice Versa	7
Neural Graph for Personalized Tag Recommendation	7
Artificial Intelligence for Natural Disaster Management	6
Complexity of Nonempty Existence Problems in Incomplete Argumentation Frameworks	6
Anomalous Event Sequence Detection	6
Hiding in the Crowd: Federated Data Augmentation for On-Device Learning	6
Neurosymbolic Artificial Intelligence (Why, What, and How)	6
Guidelines for the Analysis and Design of Argumentation-Based Recommendation Systems	6
MetaSensing in Metaverses: See There, Be There, and Know There	6
Learning Parameters for a Generalized Vidale-Wolfe Response Model With Flexible Ad Elasticity and Word-of-Mouth	6
Incremental Skeptical Preferred Acceptance in Dynamic Argumentation Frameworks	5
Capture the Bot: Using Adversarial Examples to Improve CAPTCHA Robustness to Bot Attacks	5
A Localized Learning Approach Applied to Human Activity Recognition	5
An Optimized Quantitative Argumentation Debate Model for Fraud Detection in E-Commerce Transactions	5
Domain Adaptation Learning Based on Structural Similarity Weighted Mean Discrepancy for Credit Risk Classification	5
The AI Chip Race	5
Contextual Bandits With Hidden Features to Online Recommendation via Sparse Interactions	5
Challenges and Opportunities of Applying Reinforcement Learning to Autonomous Racing	5
CRTL: Context Restoration Transfer Learning for Cross-Domain Recommendations	5
Anomaly Detection Aided Budget Online Classification for Imbalanced Data Streams	4
One Shot Model for COVID-19 Classification and Lesions Segmentation in Chest CT Scans Using Long Short-Term Memory Network With Attention Mechanism	4
Welcome to Big AI	4
From Stochastic Parrots to Intelligent Assistants—The Secrets of Data and Human Interventions	4
Computer-Centered Humans: Why Human-AI Interaction Research Will Be Critical to Successful AI Integration in the DoD	4
AI Science and Engineering: A New Field	4
Learning Complex Couplings and Interactions	4
Recognition Model of Sideslip of Surrounding Vehicles Based on Perception Information of Driverless Vehicle	4
Deep Fusion for Travel Time Estimation Based on Road Network Topology	4
Fuzzy Graph and Collective Multiagent Reinforcement Learning for Traffic Signals Control	4
Data-Driven Predictive Maintenance	4
Extreme Event Discovery With Self-Attention for PM2.5 Anomaly Prediction	4
General Learning Modeling for AUV Position Tracking	4
Recurrent Neural Networks for Oil Well Event Prediction	4
Computing Abductive Explanations	4
Hierarchical Multihop Reasoning on Knowledge Graphs	4
Heterogeneous Federated Meta-Learning With Mutually Constrained Propagation	4
HIGnet: Hierarchical and Interactive Gate Networks for Item Recommendation	4
Answer Keyword Generation for Community Question Answering by Multiaspect Gamma–Poisson Matrix Completion	4
An Efficient Solution to Detect Common Topologies in Money Launderings Based on Coupling and Connection	4
An Orthogonal Subspace Decomposition Method for Cross-Modal Retrieval	4
VGAN: Generalizing MSE GAN and WGAN-GP for Robot Fault Diagnosis	4
Collaborative Generative Hashing for Marketing and Fast Cold-Start Recommendation	3
Robust Precipitation Bias Correction Through an Ordinal Distribution Autoencoder	3
Argumentation-Based Health Information Systems: A Design Methodology	3
This! Identifying New Sentiment Slang Through Orthographic Pleonasm Online: Yasss Slay Gorg Queen Ilysm	3
DualNER: A Trigger-Based Dual Learning Framework for Low-Resource Named Entity Recognition	3
Beyond AutoML: Mindful and Actionable AI and AutoAI With Mind and Action	3
Robust Maximum Mixture Correntropy Criterion Based One-Class Classification Algorithm	3
MFGCN: A Multimodal Fusion Graph Convolutional Network for Online Car-Hailing Demand Prediction	3
How to Optimize an Academic Team When the Outlier Member is Leaving?	3
Spatial Anomaly Detection in Hyperspectral Imaging Using Optical Neural Networks	3
Knowledge-Based Entity Prediction for Improved Machine Perception in Autonomous Systems	3
A Declarative Approach to New Product Development Project Prototyping	3
Incremental Computation in Dynamic Argumentation Frameworks	3
A Type-2 Fuzzy Time Series Model for Pattern Similarity Analysis: A Case Study on Air Quality Forecasting	3
Understanding Mechanism Design—Part 2 of 3: The Vickrey-Clarke-Groves Mechanism	3
Intelligent Pandemic Surveillance via Privacy-Preserving Crowdsensing	3
CoTrRank: Trust Ranking on Twitter	3
Bayesian Optimization for Expensive Smooth-Varying Functions	3
Embedding-Augmented Generalized Matrix Factorization for Recommendation With Implicit Feedback	3
Deep Learning Applications	2
An AI Model for Oil Volatility Forecasting	2
Saliency Detection With a Three-Stage Hierarchical Network	2
The SRVM: A Similarity-Based Relevance Vector Machine for Remaining Useful Lifetime Prediction in the Industrial Internet of Things	2
Smart Decentralized Autonomous Organizations and Operations for Smart Societies: Human–Autonomous Organizations for Industry 5.0 and Society 5.0	2
Enhancing the Quality in Crowdsourcing E-Markets Through Team Formation Games	2
Fast Approximate Multioutput Gaussian Processes	2
Attention-Enhanced Gradual Machine Learning for Entity Resolution	2
Detecting Anomalies in Small Unmanned Aerial Systems via Graphical Normalizing Flows	2

CACLA-Based Local Path Planner for Drones Navigating Unknown Indoor Corridors	2
Mobile Robot 6-D Localization Using 3-D Gaussian Mixture Maps in GPS-Denied Environments	2
Generating Emotion Descriptions for Fine Art Paintings Via Multiple Painting Representations	2
Learning Embeddings Based on Global Structural Similarity in Heterogeneous Networks	2
Collaborative Filtering With Ranking-Based Priors on Unknown Ratings	2
Affect Detection From Wearables in the “Real” Wild: Fact, Fantasy, or Somewhere In between?	2
Introduction to the Special Issue on Federated Machine Learning	2
Adversarial Path Sampling for Recommender Systems	2
Toward Social Situation Awareness in Support Agents	2
Diagnosing Software System Exploits	2
A New Language and Input–Output Hidden Markov Model for Automated Audit Inquiry	2
Federated Digital Gateway: Methodologies, Tools, and Applications	2
An Architecture for Argumentation-Based Epistemic Planning: A First Approach With Contextual Preferences	2
StereoPairFree: Self-Constructed Stereo Correspondence Network From Natural Images	1
Tensor Factorization-Based Prediction With an Application to Estimate the Risk of Chronic Diseases	1
Improved Ensemble Classification for Evolving Data Streams	1
Whom to Trust, How and Why: Untangling Artificial Intelligence Ethics Principles, Trustworthiness, and Trust	1
New User Intent Discovery With Robust Pseudo Label Training and Source Domain Joint Training	1
HetGRec: Heterogeneous Graph Attention Network for Group Recommendation	1
Adding an Inception Network to Neural Network Open Information Extraction	1
Unjustified Sample Sizes and Generalizations in Explainable Artificial Intelligence Research: Principles for More Inclusive User Studies	1
ECCVideo: A Scalable Edge Cloud Collaborative Video Analysis System	1
CRule: Category-Aware Symbolic Multihop Reasoning on Knowledge Graphs	1
Reflecting on Algorithmic Bias with Design Fiction: the MiniCoDe Workshops	1
Deep Learning Architectures for Approximating Goldbach’s Function in New Regions	1
A Multiview Text Imagination Network Based on Latent Alignment for Image-Text Matching	1
Multiangle P2P Borrower Characterization Analytics by Attributes Partition Considering Business Process	1
Entity Matters in News: An Association Network-Enhanced Method for News Reprint Prediction	1
The Importance of an Ethical Framework for Trust Calibration in AI	1
If Our Aim Is to Build Morality Into an Artificial Agent, How Might We Begin to Go About Doing So?	1
CryptoCliqIn: Graph-Theoretic Cryptography Using Clique Injection	1
Fact Investigation and Proof Standards in Legal Argumentation	1
Expert–Machine Collaborative Decision Making: We Need Healthy Competition	1
Convolutional Neural Network-Assisted Adaptive Sampling for Sparse Feature Detection in Image and Video Data	1
Sensitivity of Logic Learning Machine for Reliability in Safety-Critical Systems	1
Developing Responsible Chatbots for Financial Services: A Pattern-Oriented Responsible Artificial Intelligence Engineering Approach	1
Recognizing Slanted Deck Scenes by Non-Manhattan Spatial Right Angle Projection	1
Model-Driven Development of Service Robot Applications Dealing With Uncertain Human Behavior	1
Guest Editorial Argumentation-Based Reasoning	1
Artificial Intelligence Ethics and Trust: From Principles to Practice	1
GLARE-SSCPM: an Intelligent Systemto Support the Treatment of Comorbid Patients	1
Exploring alterations of brain networks of AD patients using WTC method	1
Automatic Data Cleaning System for Large-Scale Location Image Databases Using a Multilevel Extractor and Multiresolution Dissimilarity Calculation	1
EAGLE: Contrastive Learning for Efficient Graph Anomaly Detection	1
Parallel Intelligence in CPSSs: Being, Becoming, and Believing	1
The DRk-M for Clustering Categorical Datasets With Uncertainty	1
The Secrets of Data Science Deployments	1
Xsickness in Intelligent Mobile Spaces and Metaverses	1
Child and Youth Affective Computing—Challenge Accepted	1
Predictive Model Generation for Load Forecasting in District Heating Networks	1
Non-IID Federated Learning	1
Outlier Detection for Foot Complaint Diagnosis: Modeling Confounding Factors Using Metric Learning	1
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