OOIR: Observatory of International Research

Papers

(The TQCC of IEEE Computational Intelligence Magazine is 0. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-05-01 to 2024-05-01.)

Article	Citations
Hands-On Bayesian Neural Networks—A Tutorial for Deep Learning Users	208
Evolutionary Transfer Optimization - A New Frontier in Evolutionary Computation Research	123
Graph Neural Networks in TensorFlow and Keras with Spektral [Application Notes]	105
A Self-Adaptive Mutation Neural Architecture Search Algorithm Based on Blocks	94
A Survey on Differentially Private Machine Learning [Review Article]	70
When Federated Learning Meets Blockchain: A New Distributed Learning Paradigm	51
Multi-Scale Neural Network for EEG Representation Learning in BCI	50
Half a Dozen Real-World Applications of Evolutionary Multitasking, and More	43
Surrogate-Assisted Evolutionary Multitasking for Expensive Minimax Optimization in Multiple Scenarios	41
Evolutionary Computation for Intelligent Transportation in Smart Cities: A Survey [Review Article]	39
An Effective Feature Learning Approach Using Genetic Programming With Image Descriptors for Image Classification [Research Frontier]	35
Difficulties in Fair Performance Comparison of Multi-Objective Evolutionary Algorithms [Research Frontier]	32
The General Combinatorial Optimization Problem: Towards Automated Algorithm Design	29
Bridging the Gap Between AI and Explainability in the GDPR: Towards Trustworthiness-by-Design in Automated Decision-Making	27
Improving Depression Level Estimation by Concurrently Learning Emotion Intensity	27
PaletteViz: A Visualization Method for Functional Understanding of High-Dimensional Pareto-Optimal Data-Sets to Aid Multi-Criteria Decision Making	25
Computational Intelligence Techniques for Combating COVID-19: A Survey	25
Collective eXplainable AI: Explaining Cooperative Strategies and Agent Contribution in Multiagent Reinforcement Learning With Shapley Values	23
Privacy-Preserving Deep Learning With Homomorphic Encryption: An Introduction	19
COVID-19 Time Series Forecast Using Transmission Rate and Meteorological Parameters as Features	19
Meaningful Big Data Integration for a Global COVID-19 Strategy	17
Towards Generalized Resource Allocation on Evolutionary Multitasking for Multi-Objective Optimization	16
Multi-View Feature Construction Using Genetic Programming for Rolling Bearing Fault Diagnosis [Application Notes]	14
Improving Evolutionary Multitasking Optimization by Leveraging Inter-Task Gene Similarity and Mirror Transformation	14
Developing Interval-Based Cost-Sensitive Classifiers by Genetic Programming for Binary High-Dimensional Unbalanced Classification [Research Frontier]	14

Robust Optimization in Uncertain Capacitated Arc Routing Problems: Progresses and Perspectives [Review Article]	13
Graph Lifelong Learning: A Survey	13
Jointly Predicting Job Performance, Personality, Cognitive Ability, Affect, and Well-Being	12
Intelligent Optimization of Diversified Community Prevention of COVID-19 Using Traditional Chinese Medicine	12
Distributed and Democratized Learning: Philosophy and Research Challenges	12
Can Transfer Neuroevolution Tractably Solve Your Differential Equations?	12
Type-1 and Interval Type-2 Fuzzy Systems [AI- eXplained]	11
Forecasting Wind Speed Time Series Via Dendritic Neural Regression	11
Evolutionary Multi-Objective Model Compression for Deep Neural Networks	11
An Evolutionary Game Model for Understanding Fraud in Consumption Taxes [Research Frontier]	10
A Bayesian Updating Scheme for Pandemics: Estimating the Infection Dynamics of COVID-19	10
Multilayer Network Community Detection: A Novel Multi-Objective Evolutionary Algorithm Based on Consensus Prior Information [Feature]	10
Deep Evolutionary Learning for Molecular Design	10
RecoXplainer: A Library for Development and Offline Evaluation of Explainable Recommender Systems	9
Self-Supervised Representation Learning for Evolutionary Neural Architecture Search	9
A Multivariate Time Series Streaming Classifier for Predicting Hard Drive Failures [Application Notes]	8
Towards Understanding Human Functional Brain Development With Explainable Artificial Intelligence: Challenges and Perspectives	8
Adaptive Auxiliary Task Selection for Multitasking-Assisted Constrained Multi-Objective Optimization [Feature]	8
Automatic Tuning of Rule-Based Evolutionary Machine Learning via Problem Structure Identification	8
Choosing Representation, Mutation, and Crossover in Genetic Algorithms	8
Evolutionary Multitasking AUC Optimization [Research Frontier]	7
Robust Structural Balance in Signed Networks Using a Multiobjective Evolutionary Algorithm	7
Self-Supervised Fusion for Multi-Modal Medical Images via Contrastive Auto-Encoding and Convolutional Information Exchange	6
2TD Path-Planner: Towards a More Realistic Path Planning System over Two-Fold Time-Dependent Road Networks [Application Notes]	6
Data Hiding in Neural Networks for Multiple Receivers [Research Frontier]	6
Explainable and Trustworthy Artificial Intelligence [Guest Editorial]	6
A Review of Off-Line Mode Dataset Shifts	6
PIP: Pictorial Interpretable Prototype Learning for Time Series Classification	6
Correspondence-Free Point Cloud Registration Via Feature Interaction and Dual Branch [Application Notes]	5
A Multi-Transformation Evolutionary Framework for Influence Maximization in Social Networks	5
Strength Adjustment and Assessment for MCTS-Based Programs [Research Frontier]	5
Vision-Action Semantic Associative Learning Based on Spiking Neural Networks for Cognitive Robot	5
Meta-Learning for Fast and Privacy-Preserving Source Knowledge Transfer of EEG-Based BCIs	5
Advances in Memetic Automaton: Toward Human-Like Autonomous Agents in Complex Multi-Agent Learning Problems	5
How Good is Neural Combinatorial Optimization? A Systematic Evaluation on the Traveling Salesman Problem	4
Comparing the Performance of Evolutionary Algorithms for Sparse Multi-Objective Optimization via a Comprehensive Indicator [Research Frontier]	4
Controlling Sequential Hybrid Evolutionary Algorithm by Q-Learning [Research Frontier] [Research Frontier]	3
Machine Learning Assisted Evolutionary Multi-Objective Optimization [Guest Editorial]	3
Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research Challenges [Review Article]	3
Evolutionary Multi-Objective Optimization in Searching for Various Antimicrobial Peptides [Feature]	3
Surrogate-Assisted Many-Objective Optimization of Building Energy Management	3
Learning Regularity for Evolutionary Multiobjective Search: A Generative Model-Based Approach	2
Conference Report on 2021 IEEE Congress on Evolutionary Computation (IEEE CEC 2021) [Conference Reports]	2
DSAA 2021	2
What is New in Industry? [Industrial and Governmental Activities]	2
Evolutionary Algorithms Designing Nanoparticle Cancer Treatments with Multiple Particle Types [Application Notes]	2
IEEE CAI 2023, an Industry-Centered Conference on AI [Industrial and Governmental Activities]	2
Fast and Unsupervised Neural Architecture Evolution for Visual Representation Learning	2
IEEE Computational Intelligence Society Publications	1
Conference Report on 2020 IEEE World Congress on Computational Intelligence (IEEE WCCI 2020) [Conference Reports]	1

Contribution-Based Cooperative Co-Evolution With Adaptive Population Diversity for Large-Scale Global Optimization [Research Frontier]	1
2022 IEEE Conference on Games	1
Spring Forward, Fall Back [President's Message]	1
Conference Report on the Inaugural 2023 IEEE Conference on Artificial Intelligence (IEEE CAI 2023) [Conference Reports]	1
Recent Developments in Recommender Systems: A Survey [Review Article]	1
SPAIC: A Spike-Based Artificial Intelligence Computing Framework	1
xTML: A Unified Heterogeneous Transfer Metric Learning Framework for Multimedia Applications [Application Notes]	1
Training Deep Architectures Without End-to-End Backpropagation: A Survey on the Provably Optimal Methods	1
Multi-Magnification Attention Convolutional Neural Networks [AI-eXplained]	1
IEEE Connecting	1
A Macro-Micro Population-Based Co-Evolutionary Multi-Objective Algorithm for Community Detection in Complex Networks [Research Frontier]	1
Simplifying Fitness Landscapes Using Dilation Functions Evolved With Genetic Programming	1
An Evolutionary Multitasking Method for Multiclass Classification [Research Frontier]	1
Monte Carlo and Temporal Difference Methods in Reinforcement Learning [AI-eXplained]	1
A Multi-Factorial Evolutionary Algorithm With Asynchronous Optimization Processes for Solving the Robust Influence Maximization Problem	1
Call for Papers	1
IEEE World Congress on Computational Intelligence	0
Table of Contents	0
IEEE DSAA–The IEEE Flagship Conference in Data Science [Society Briefs]	0
2021 IEEE CIS Awards [Society Briefs]	0
Table of Contents	0
[Conference Calendar]	0
Acknowledging Volunteers Associated With 2022 IEEE CIS Conference Management [Conference Reports] [Society Briefs]	0
Table of Contents	0
[Conference Calendar]	0
IEEE Connects You to a Universe of Information!	0
Ethics, Diversity and Consciousness in AI [President's Message]	0
IEEE Fellows-Class of 2022 [Society Briefs]	0
IEEE 2023 Congress on Evolutionary Computation	0
Table of Contents	0
Tap. Connect. Network. Share.	0
Table of Contents	0
CIS Society Officers	0
Exploring Dynamic Pandemic Containment Strategies Using Multi-Objective Optimization [Research Frontier]	0
2024 IEEE CIS Awards [Society Briefs]	0
Call for Papers for Journal Special Issues	0
How to Build Self-Explaining Fuzzy Systems: From Interpretability to Explainability [AI-eXplained]	0
Front Cover	0
IEEE Connects You to a Universe of Information!	0
Jack and Masters of all Trades: One-Pass Learning Sets of Model Sets From Large Pre-Trained Models	0
AI for Materials Design and Discovery Using Atomistic Scale Information [Industrial and Governmental Activities]	0
Conference Calendar [Conference Calendar]	0
Quest for the Balance of AI and Privacy [Editor’s Remarks]	0
Interview With Editor-in-Chief of IEEE Transactions on Neural Networks and Learning Systems [Career Profile]	0
IEEE Feedback	0
2021 Index IEEE Computational Intelligence Magazine [2021 MCI Year-End Index]	0
[Conference Calendar]	0
Call for Papers: IEEE Conference on Artificial Intelligence	0
IEEE App	0
Takeaways From CI Leading Researchers [Editor's Remarks]	0
SSCI 2021	0
IEEE 2023 Congress on Evolutionary Computation	0
CIS Publication Spotlight [Publication Spotlight]	0
CIS Society Officers	0
Share Your Preprint Research with the World!	0
Unlock Your IEEE Legacy	0
IEEE SSCI 2020	0
AI-eXplained (AI-X) [President’s Message]	0
The IEEE XES Standard for Process Mining: Experiences, Adoption, and Revision [Society Briefs]	0
Front Cover	0
2024 IEEE Conference on Artificial Intelligence	0
Front Cover	0
2020 CI Year End Index	0
CIM Editorial Board	0
AI in Healthcare and Life Science [Industrial and Governmental Activities]	0
CIM Editorial Board	0
Conference Calendar [Conference Calendar]	0
CIS Society Officers	0
Front Cover	0
Call for Papers for Journal Special Issues	0
IEEE App	0
An Objective Space Constraint-Based Evolutionary Method for High-Dimensional Feature Selection [Research Frontier]	0
IEEE Transactions on Artificial Intelligence Call for Papers	0
Table of Contents	0
Front Cover	0
Diffusion Model-Based Multiobjective Optimization for Gasoline Blending Scheduling	0
Conference Report on 2022 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (IEEE CIBCB 2022) [Conference Report]	0
2022 IEEE Conference on Games	0
IEEE Symposium Series on Computational Intelligence IEEE SSCI 2022	0
We Want to Hear from You!	0

CIS Society Officers	0
Newly Elected CIS Administrative Committee Members [Society Briefs]	0
CIS Publication Spotlight [Publication Spotlight]	0
2023 IEEE Conference on Artificial Intelligence	0
IEEE CIS VP-Technical Activities Vision Statement [Society Briefs]	0
Conference Calendar [Conference Calendar]	0
Newly Elected CIS Administrative Committee Members (2021-2023) [Society Briefs]	0
LoNAS: Low-Cost Neural Architecture Search Using a Three-Stage Evolutionary Algorithm [Research Frontier]	0
2022 IEEE Conference on Games	0
Playing With Monte-Carlo Tree Search [AI-eXplained]	0
Front Cover	0
AI-Explained (Part I) [Guest Editorial]	0
CIS Society Officers	0
Breaking Boundaries Initiative: Workshop on Industry-Academia Collaboration [Technical Activities]	0
Front Cover	0
Hierarchical Bipartite Graph Convolutional Network for Recommendation	0
IEEE CIS VP Industrial and Governmental Activities Vision Statement [Society Briefs]	0
What’s Cooking in CIS? [President’s Message]	0
IEEE Computational Intelligence Society Publications	0
IEEE SSCI 2021	0
[Front cover]	0
Table of Contents	0
Conference Report on 2022 IEEE World Congress on Computational Intelligence (IEEE WCCI 2022) [Conference Reports]	0
[Conference Calendar]	0
Masthead	0
Call for Papers for Journal Special Issues	0
Call for Papers: IEEE World Congress on Computational Intelligence	0
CIS Publication Spotlight [Publication Spotlight]	0
CEC 2021	0
Redefining Efficiency: The Rise of AI/CI-Assisted Innovations [Editor's Remarks]	0
Tap. Connect. Network. Share.	0
TechRxiv: Share Your Preprint Research With the World!	0
Call for Papers for Journal Special Issues	0
Table of Contents	0
CIS Society Officers	0
An Interactive Approach to Build Fuzzy Color Spaces [AI-eXplained]	0
Call for Papers for Journal Special Issues	0
Conference Calendar [Conference Calendar]	0
IEEE Computational Intelligence Society Publications	0
IEEE Computational Intelligence Society Publications	0
Industrial AI [Industrial and Governmental Activities]	0
CIM Society Officers	0
Table of Contents	0
[Guest Editorial]	0
Interview with Editor-in-Chief of IEEE Transactions on Evolutionary Computation [Career Profile]	0
Call for Papers for Journal Special Issues	0
IEEE Connects You to a Universe of Information!	0
IEEE CEC 2021	0
Call for Papers for Journal Special Issues	0
IEEE Fellows – Class of 2023 [Society Briefs]	0
Table of Contents	0
Front Cover	0
Table of Contents	0
2022 Index IEEE Computational Intelligence Magazine Vol. 17	0
IEEE CIS VP-Conferences Vision Statement [Society Briefs]	0
AI by Any Other Name [President’s Message]	0
Obituary for Michio Sugeno [In Memoriam]	0
FUZZ-IEEE 2023	0
IEEE Access®	0
Call for Participation	0
IEEE Fellows - Class of 2021 [Society Briefs]	0
Call for Papers: IEEE Conference on Artificial Intelligence	0
CIM Society Officers	0
IEEE DSAA 2022	0
2023 IEEE CIS Awards [Society Briefs]	0
Call for Papers for Journal Special Issues	0
Erratum	0
Guest Editorial: AI-eXplained (Part II) [Guest Editorial]	0
Where Technology and Philanthropy Intersect	0
Genetic Programming and Reinforcement Learning on Learning Heuristics for Dynamic Scheduling: A Preliminary Comparison	0
CIM Editorial Board	0
Table of Contents	0
IEEE Access	0
Evolutionary Neural Architecture Search and Applications [Guest Editorial]	0
Table of Contents	0
Models of Representation in Computational Intelligence [Guest Editorial]	0
RoCaSH2: An Effective Route Clustering and Search Heuristic for Large-Scale Multi-Depot Capacitated Arc Routing Problem	0
IEEE WCCI 2022	0
Table of Contents	0
IEEE Conference on Artificial Intelligence	0
IEEE CEC 2021	0
Share Your Preprint Research with the World!	0
[Conference Calendar]	0
How to Deal with Uncertainty? [President's Message]	0
Call for Papers	0
IEEE WCCI 2020	0
Front Cover	0
CIS Society Officers	0
Front Cover	0
IEEE TETCI	0
2023 Index IEEE Computational Intelligence Magazine Vol. 18	0
It's All About Optimization [Editor's Remarks]	0
IEEE connects you to a universe of information!	0
IEEE App	0
TechRxiv: Share Your Preprint Research With the World!	0