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 2020-11-01 to 2024-11-01.)

Article	Citations
Hands-On Bayesian Neural Networks—A Tutorial for Deep Learning Users	282
Evolutionary Transfer Optimization - A New Frontier in Evolutionary Computation Research	149
Graph Neural Networks in TensorFlow and Keras with Spektral [Application Notes]	126
A Self-Adaptive Mutation Neural Architecture Search Algorithm Based on Blocks	101
When Federated Learning Meets Blockchain: A New Distributed Learning Paradigm	73
Multi-Scale Neural Network for EEG Representation Learning in BCI	59
Half a Dozen Real-World Applications of Evolutionary Multitasking, and More	55
Evolutionary Computation for Intelligent Transportation in Smart Cities: A Survey [Review Article]	55
Bridging the Gap Between AI and Explainability in the GDPR: Towards Trustworthiness-by-Design in Automated Decision-Making	44
Surrogate-Assisted Evolutionary Multitasking for Expensive Minimax Optimization in Multiple Scenarios	43
Difficulties in Fair Performance Comparison of Multi-Objective Evolutionary Algorithms [Research Frontier]	42
Collective eXplainable AI: Explaining Cooperative Strategies and Agent Contribution in Multiagent Reinforcement Learning With Shapley Values	35
Privacy-Preserving Deep Learning With Homomorphic Encryption: An Introduction	26
Computational Intelligence Techniques for Combating COVID-19: A Survey	25
COVID-19 Time Series Forecast Using Transmission Rate and Meteorological Parameters as Features	21
Adaptive Auxiliary Task Selection for Multitasking-Assisted Constrained Multi-Objective Optimization [Feature]	20
Towards Generalized Resource Allocation on Evolutionary Multitasking for Multi-Objective Optimization	18
Meaningful Big Data Integration for a Global COVID-19 Strategy	18
Improving Evolutionary Multitasking Optimization by Leveraging Inter-Task Gene Similarity and Mirror Transformation	17
Deep Evolutionary Learning for Molecular Design	16
Type-1 and Interval Type-2 Fuzzy Systems [AI- eXplained]	16
Graph Lifelong Learning: A Survey	16
Multi-View Feature Construction Using Genetic Programming for Rolling Bearing Fault Diagnosis [Application Notes]	15
Jointly Predicting Job Performance, Personality, Cognitive Ability, Affect, and Well-Being	15
Developing Interval-Based Cost-Sensitive Classifiers by Genetic Programming for Binary High-Dimensional Unbalanced Classification [Research Frontier]	15

Multilayer Network Community Detection: A Novel Multi-Objective Evolutionary Algorithm Based on Consensus Prior Information [Feature]	14
Robust Optimization in Uncertain Capacitated Arc Routing Problems: Progresses and Perspectives [Review Article]	14
Correspondence-Free Point Cloud Registration Via Feature Interaction and Dual Branch [Application Notes]	14
Choosing Representation, Mutation, and Crossover in Genetic Algorithms	13
Distributed and Democratized Learning: Philosophy and Research Challenges	13
Can Transfer Neuroevolution Tractably Solve Your Differential Equations?	13
Evolutionary Multi-Objective Model Compression for Deep Neural Networks	13
Intelligent Optimization of Diversified Community Prevention of COVID-19 Using Traditional Chinese Medicine	12
Forecasting Wind Speed Time Series Via Dendritic Neural Regression	12
An Evolutionary Game Model for Understanding Fraud in Consumption Taxes [Research Frontier]	12
A Bayesian Updating Scheme for Pandemics: Estimating the Infection Dynamics of COVID-19	12
Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research Challenges [Review Article]	12
Self-Supervised Representation Learning for Evolutionary Neural Architecture Search	12
RecoXplainer: A Library for Development and Offline Evaluation of Explainable Recommender Systems	11
Self-Supervised Fusion for Multi-Modal Medical Images via Contrastive Auto-Encoding and Convolutional Information Exchange	10
How Good is Neural Combinatorial Optimization? A Systematic Evaluation on the Traveling Salesman Problem	10
Towards Understanding Human Functional Brain Development With Explainable Artificial Intelligence: Challenges and Perspectives	10
Data Hiding in Neural Networks for Multiple Receivers [Research Frontier]	9
Evolutionary Multitasking AUC Optimization [Research Frontier]	8
Comparing the Performance of Evolutionary Algorithms for Sparse Multi-Objective Optimization via a Comprehensive Indicator [Research Frontier]	8
A Multivariate Time Series Streaming Classifier for Predicting Hard Drive Failures [Application Notes]	8
Evolutionary Multi-Objective Optimization in Searching for Various Antimicrobial Peptides [Feature]	7
Controlling Sequential Hybrid Evolutionary Algorithm by Q-Learning [Research Frontier] [Research Frontier]	7
A Multi-Transformation Evolutionary Framework for Influence Maximization in Social Networks	7
Surrogate-Assisted Many-Objective Optimization of Building Energy Management	6
Explainable and Trustworthy Artificial Intelligence [Guest Editorial]	6
PIP: Pictorial Interpretable Prototype Learning for Time Series Classification	6
Vision-Action Semantic Associative Learning Based on Spiking Neural Networks for Cognitive Robot	6
2TD Path-Planner: Towards a More Realistic Path Planning System over Two-Fold Time-Dependent Road Networks [Application Notes]	6
Advances in Memetic Automaton: Toward Human-Like Autonomous Agents in Complex Multi-Agent Learning Problems	5
Learning Regularity for Evolutionary Multiobjective Search: A Generative Model-Based Approach	5
A Multi-Factorial Evolutionary Algorithm With Asynchronous Optimization Processes for Solving the Robust Influence Maximization Problem	5
Meta-Learning for Fast and Privacy-Preserving Source Knowledge Transfer of EEG-Based BCIs	5
Recent Developments in Recommender Systems: A Survey [Review Article]	4
How to Build Self-Explaining Fuzzy Systems: From Interpretability to Explainability [AI-eXplained]	4
SPAIC: A Spike-Based Artificial Intelligence Computing Framework	4
A Macro-Micro Population-Based Co-Evolutionary Multi-Objective Algorithm for Community Detection in Complex Networks [Research Frontier]	4
Machine Learning Assisted Evolutionary Multi-Objective Optimization [Guest Editorial]	4
Jack and Masters of all Trades: One-Pass Learning Sets of Model Sets From Large Pre-Trained Models	3
Multi-Magnification Attention Convolutional Neural Networks [AI-eXplained]	3
A Comprehensive Survey on Heart Sound Analysis in the Deep Learning Era	2
IEEE CAI 2023, an Industry-Centered Conference on AI [Industrial and Governmental Activities]	2
Training Deep Architectures Without End-to-End Backpropagation: A Survey on the Provably Optimal Methods	2
Fast and Unsupervised Neural Architecture Evolution for Visual Representation Learning	2
What is New in Industry? [Industrial and Governmental Activities]	2
Simplifying Fitness Landscapes Using Dilation Functions Evolved With Genetic Programming	2
Evolutionary Algorithms Designing Nanoparticle Cancer Treatments with Multiple Particle Types [Application Notes]	2
DSAA 2021	2
Dual Sparse Structured Subspaces and Graph Regularisation for Particle Swarm Optimisation-Based Multi-Label Feature Selection	2
MAP-Elites for Genetic Programming-Based Ensemble Learning: An Interactive Approach [AI-eXplained]	2

Conference Report on 2021 IEEE Congress on Evolutionary Computation (IEEE CEC 2021) [Conference Reports]	2
Genetic Programming and Reinforcement Learning on Learning Heuristics for Dynamic Scheduling: A Preliminary Comparison	2
Monte Carlo and Temporal Difference Methods in Reinforcement Learning [AI-eXplained]	1
Conference Report on the Inaugural 2023 IEEE Conference on Artificial Intelligence (IEEE CAI 2023) [Conference Reports]	1
Interactive Augmentations, Features, and Parameters for Contrastive Learning [AI-eXplained]	1
IEEE Computational Intelligence Society Publications	1
An Evolutionary Multitasking Method for Multiclass Classification [Research Frontier]	1
An Interactive Approach to Build Fuzzy Color Spaces [AI-eXplained]	1
Obituary for Michio Sugeno [In Memoriam]	1
2022 IEEE Conference on Games	1
IEEE Connecting	1
Forward Composition Propagation for Explainable Neural Reasoning	1
When Evolutionary Computation Meets Privacy	1
2022 IEEE Conference on Games	1
An Objective Space Constraint-Based Evolutionary Method for High-Dimensional Feature Selection [Research Frontier]	1
Spring Forward, Fall Back [President's Message]	1
Call for Papers	1
Hierarchical Bipartite Graph Convolutional Network for Recommendation	1
Encoding Distributional Soft Actor-Critic for Autonomous Driving in Multi-Lane Scenarios [Research Frontier]	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
Playing With Monte-Carlo Tree Search [AI-eXplained]	1
Interview with Editor-in-Chief of IEEE Transactions on Evolutionary Computation [Career Profile]	0
IEEE Connects You to a Universe of Information!	0
Front Cover	0
[Conference Calendar]	0
Unlock Your IEEE Legacy	0
Table of Contents	0
2022 Index IEEE Computational Intelligence Magazine Vol. 17	0
CIM Editorial Board	0
IEEE Fellows-Class of 2022 [Society Briefs]	0
Evolutionary Retrosynthetic Route Planning [Research Frontier]	0
Newly Elected CIS Administrative Committee Members (2021-2023) [Society Briefs]	0
FUZZ-IEEE 2023	0
IEEE Computational Intelligence Society Publications	0
Table of Contents	0
2022 IEEE Conference on Games	0
Call for Papers: IEEE Conference on Artificial Intelligence	0
Call for Papers for Journal Special Issues	0
CIM Editorial Board	0
CIS Society Officers	0
Call for Papers for Journal Special Issues	0
Front Cover	0
Call for Papers for Journal Special Issues	0
Tap. Connect. Network. Share.	0
CIM Editorial Board	0
IEEE Fellows – Class of 2023 [Society Briefs]	0
Breaking Boundaries Initiative: Workshop on Industry-Academia Collaboration [Technical Activities]	0
Models of Representation in Computational Intelligence [Guest Editorial]	0
Table of Contents	0
Table of Contents	0
Share Your Preprint Research with the World!	0
Quest for the Balance of AI and Privacy [Editor’s Remarks]	0
IEEE CEC 2021	0
Evolutionary Neural Architecture Search and Applications [Guest Editorial]	0
CIS Publication Spotlight [Publication Spotlight]	0
Call for Papers: IEEE World Congress on Computational Intelligence	0
Front Cover	0
2020 CI Year End Index	0
2023 IEEE CIS Awards [Society Briefs]	0
Table of Contents	0
2024 IEEE CIS Awards [Society Briefs]	0
Redefining Efficiency: The Rise of AI/CI-Assisted Innovations [Editor's Remarks]	0
AI-eXplained (AI-X) [President’s Message]	0
Interview With Editor-in-Chief of IEEE Transactions on Neural Networks and Learning Systems [Career Profile]	0
IEEE CEC 2025 IEEE Congress on Evolutionary Computation	0
2023 Index IEEE Computational Intelligence Magazine Vol. 18	0
[Conference Calendar]	0
Front Cover	0
IEEE Computational Intelligence Society Publications	0
IEEE App	0
Table of Contents	0
CEC 2021	0
Table of Contents	0
A Multi-Tree Genetic Programming-Based Ensemble Approach to Image Classification With Limited Training Data [Research Frontier]	0
Table of Contents	0
Acknowledging Volunteers Associated With 2022 IEEE CIS Conference Management [Conference Reports] [Society Briefs]	0
CIS Society Officers	0
IEEE Symposium Series on Computational Intelligence IEEE SSCI 2022	0
Takeaways From CI Leading Researchers [Editor's Remarks]	0

[Conference Calendar]	0
Table of Contents	0
Industrial AI [Industrial and Governmental Activities]	0
Newly Elected CIS Administrative Committee Members [Society Briefs]	0
IEEE CEC 2021	0
IEEE Fellows - Class of 2021 [Society Briefs]	0
Exploring Dynamic Pandemic Containment Strategies Using Multi-Objective Optimization [Research Frontier]	0
TechRxiv: Share Your Preprint Research With the World!	0
Conference Report on 2024 IEEE Conference on Artificial Intelligence (IEEE CAI 2024) [Conference Reports]	0
Table of Contents	0
Front Cover	0
[Conference Calendar]	0
We Want to Hear from You!	0
IEEE CIS VP-Technical Activities Vision Statement [Society Briefs]	0
Conference Calendar [Conference Calendar]	0
Where Technology and Philanthropy Intersect	0
CIM Society Officers	0
IEEE CIS VP-Conferences Vision Statement [Society Briefs]	0
2021 Index IEEE Computational Intelligence Magazine [2021 MCI Year-End Index]	0
IEEE Connects You to a Universe of Information!	0
Guest Editorial: AI-eXplained (Part II) [Guest Editorial]	0
IEEE 2023 Congress on Evolutionary Computation	0
SSCI 2021	0
IEEE 2023 Congress on Evolutionary Computation	0
RoCaSH2: An Effective Route Clustering and Search Heuristic for Large-Scale Multi-Depot Capacitated Arc Routing Problem	0
IEEE Feedback	0
TechRxiv: Share Your Preprint Research With the World!	0
IEEE SSCI 2021	0
[Conference Calendar]	0
Share Your Preprint Research with the World!	0
Table of Contents	0
Conference Calendar [Conference Calendar]	0
AI-Explained (Part I) [Guest Editorial]	0
Front Cover	0
CIS Publication Spotlight [Publication Spotlight]	0
Call for Papers	0
IEEE Access	0
Call for Papers for Journal Special Issues	0
Call for Papers: IEEE Conference on Artificial Intelligence	0
CIM Editorial Board	0
Conference Calendar [Conference Calendar]	0
IEEE WCCI 2022	0
[Guest Editorial]	0
Call for Papers for Journal Special Issues	0
FairerML: An Extensible Platform for Analysing, Visualising, and Mitigating Biases in Machine Learning [Application Notes]	0
How to Deal with Uncertainty? [President's Message]	0
Call for Papers for Journal Special Issues	0
IEEE Conference on Artificial Intelligence	0
What’s Cooking in CIS? [President’s Message]	0
Conference Report on 2022 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (IEEE CIBCB 2022) [Conference Report]	0
IEEE TETCI	0
Front Cover	0
Masthead	0
Front Cover	0
2023 IEEE Conference on Artificial Intelligence	0
IEEE World Congress on Computational Intelligence	0
AI by Any Other Name [President’s Message]	0
Table of Contents	0
LoNAS: Low-Cost Neural Architecture Search Using a Three-Stage Evolutionary Algorithm [Research Frontier]	0
IEEE App	0
Conference Calendar [Conference Calendar]	0
Ethics, Diversity and Consciousness in AI [President's Message]	0
CIS Society Officers	0
IEEE DSAA 2022	0
Call for Participation	0
IEEE Access®	0
IEEE CIS VP Industrial and Governmental Activities Vision Statement [Society Briefs]	0
Diffusion Model-Based Multiobjective Optimization for Gasoline Blending Scheduling	0
IEEE Connects You to a Universe of Information!	0
Table of Contents	0
[Front cover]	0
We Want to Hear from You!	0
Front Cover	0
Erratum	0
Call for Papers for Journal Special Issues	0
CIS Publication Spotlight [Publication Spotlight]	0
CIS Publication Spotlight [Publication Spotlight]	0
AI for Materials Design and Discovery Using Atomistic Scale Information [Industrial and Governmental Activities]	0
Front Cover	0
CIS Society Officers	0
The IEEE XES Standard for Process Mining: Experiences, Adoption, and Revision [Society Briefs]	0
Conference Report on 2024 IEEE World Congress on Computational Intelligence (IEEE WCCI 2024) [Conference Reports]	0
Share Your Preprint Research with the World!	0
Tap. Connect. Network. Share.	0
AI in Healthcare and Life Science [Industrial and Governmental Activities]	0
Table of Contents	0
2024 IEEE Conference on Artificial Intelligence	0
IEEE App	0
IEEE connects you to a universe of information!	0
CIS Society Officers	0
Conference Report on 2022 IEEE World Congress on Computational Intelligence (IEEE WCCI 2022) [Conference Reports]	0
IEEE Computational Intelligence Society Publications	0
CIM Society Officers	0
CIS Society Officers	0
2021 IEEE CIS Awards [Society Briefs]	0