OOIR: Observatory of International Research

Papers

(The median citation count 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
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
Evolutionary Multi-Objective Optimization in Searching for Various Antimicrobial Peptides [Feature]	7
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
Surrogate-Assisted Many-Objective Optimization of Building Energy Management	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
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
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
Unlock Your IEEE Legacy	0
Call for Papers for Journal Special Issues	0
Interview with Editor-in-Chief of IEEE Transactions on Evolutionary Computation [Career Profile]	0
Call for Papers for Journal Special Issues	0
Front Cover	0
Evolutionary Retrosynthetic Route Planning [Research Frontier]	0
CIM Editorial Board	0
Table of Contents	0
Breaking Boundaries Initiative: Workshop on Industry-Academia Collaboration [Technical Activities]	0
CIM Editorial Board	0
2022 IEEE Conference on Games	0
Table of Contents	0
Newly Elected CIS Administrative Committee Members (2021-2023) [Society Briefs]	0
Share Your Preprint Research with the World!	0
IEEE Computational Intelligence Society Publications	0
Front Cover	0
CIS Society Officers	0
IEEE CEC 2021	0
CIS Publication Spotlight [Publication Spotlight]	0
Call for Papers for Journal Special Issues	0
2020 CI Year End Index	0
Table of Contents	0
Front Cover	0
Redefining Efficiency: The Rise of AI/CI-Assisted Innovations [Editor's Remarks]	0
Tap. Connect. Network. Share.	0
Front Cover	0
Interview With Editor-in-Chief of IEEE Transactions on Neural Networks and Learning Systems [Career Profile]	0
IEEE Fellows – Class of 2023 [Society Briefs]	0
2023 Index IEEE Computational Intelligence Magazine Vol. 18	0
Models of Representation in Computational Intelligence [Guest Editorial]	0
Table of Contents	0
IEEE Computational Intelligence Society Publications	0
Table of Contents	0
Table of Contents	0
Quest for the Balance of AI and Privacy [Editor’s Remarks]	0
IEEE Symposium Series on Computational Intelligence IEEE SSCI 2022	0
Evolutionary Neural Architecture Search and Applications [Guest Editorial]	0
Acknowledging Volunteers Associated With 2022 IEEE CIS Conference Management [Conference Reports] [Society Briefs]	0
Call for Papers: IEEE World Congress on Computational Intelligence	0
2023 IEEE CIS Awards [Society Briefs]	0
Table of Contents	0
2024 IEEE CIS Awards [Society Briefs]	0
Newly Elected CIS Administrative Committee Members [Society Briefs]	0
[Conference Calendar]	0
AI-eXplained (AI-X) [President’s Message]	0
Exploring Dynamic Pandemic Containment Strategies Using Multi-Objective Optimization [Research Frontier]	0
IEEE CEC 2025 IEEE Congress on Evolutionary Computation	0
Conference Report on 2024 IEEE Conference on Artificial Intelligence (IEEE CAI 2024) [Conference Reports]	0
A Multi-Tree Genetic Programming-Based Ensemble Approach to Image Classification With Limited Training Data [Research Frontier]	0
Front Cover	0
IEEE App	0
We Want to Hear from You!	0
CEC 2021	0
Takeaways From CI Leading Researchers [Editor's Remarks]	0
Conference Calendar [Conference Calendar]	0
Table of Contents	0
CIM Society Officers	0
CIS Society Officers	0

IEEE CEC 2021	0
2021 Index IEEE Computational Intelligence Magazine [2021 MCI Year-End Index]	0
[Conference Calendar]	0
Guest Editorial: AI-eXplained (Part II) [Guest Editorial]	0
Industrial AI [Industrial and Governmental Activities]	0
Table of Contents	0
SSCI 2021	0
IEEE Fellows - Class of 2021 [Society Briefs]	0
RoCaSH2: An Effective Route Clustering and Search Heuristic for Large-Scale Multi-Depot Capacitated Arc Routing Problem	0
TechRxiv: Share Your Preprint Research With the World!	0
Table of Contents	0
IEEE CIS VP-Technical Activities Vision Statement [Society Briefs]	0
TechRxiv: Share Your Preprint Research With the World!	0
[Conference Calendar]	0
[Conference Calendar]	0
Conference Calendar [Conference Calendar]	0
Front Cover	0
Where Technology and Philanthropy Intersect	0
Call for Papers	0
IEEE CIS VP-Conferences Vision Statement [Society Briefs]	0
[Guest Editorial]	0
Call for Papers: IEEE Conference on Artificial Intelligence	0
IEEE Connects You to a Universe of Information!	0
Conference Calendar [Conference Calendar]	0
IEEE 2023 Congress on Evolutionary Computation	0
Call for Papers for Journal Special Issues	0
IEEE 2023 Congress on Evolutionary Computation	0
FairerML: An Extensible Platform for Analysing, Visualising, and Mitigating Biases in Machine Learning [Application Notes]	0
IEEE Feedback	0
Front Cover	0
IEEE SSCI 2021	0
Conference Report on 2022 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (IEEE CIBCB 2022) [Conference Report]	0
Share Your Preprint Research with the World!	0
IEEE Access	0
AI-Explained (Part I) [Guest Editorial]	0
2023 IEEE Conference on Artificial Intelligence	0
CIS Publication Spotlight [Publication Spotlight]	0
AI by Any Other Name [President’s Message]	0
IEEE WCCI 2022	0
Call for Papers for Journal Special Issues	0
LoNAS: Low-Cost Neural Architecture Search Using a Three-Stage Evolutionary Algorithm [Research Frontier]	0
CIM Editorial Board	0
Conference Calendar [Conference Calendar]	0
IEEE Conference on Artificial Intelligence	0
CIS Society Officers	0
Call for Papers for Journal Special Issues	0
Call for Participation	0
How to Deal with Uncertainty? [President's Message]	0
Masthead	0
IEEE CIS VP Industrial and Governmental Activities Vision Statement [Society Briefs]	0
What’s Cooking in CIS? [President’s Message]	0
IEEE Connects You to a Universe of Information!	0
IEEE TETCI	0
Table of Contents	0
[Front cover]	0
Front Cover	0
Front Cover	0
IEEE World Congress on Computational Intelligence	0
Ethics, Diversity and Consciousness in AI [President's Message]	0
Call for Papers for Journal Special Issues	0
CIS Publication Spotlight [Publication Spotlight]	0
IEEE App	0
Front Cover	0
The IEEE XES Standard for Process Mining: Experiences, Adoption, and Revision [Society Briefs]	0
IEEE DSAA 2022	0
Share Your Preprint Research with the World!	0
IEEE Access®	0
IEEE connects you to a universe of information!	0
AI in Healthcare and Life Science [Industrial and Governmental Activities]	0
Diffusion Model-Based Multiobjective Optimization for Gasoline Blending Scheduling	0
2024 IEEE Conference on Artificial Intelligence	0
Table of Contents	0
2021 IEEE CIS Awards [Society Briefs]	0
Conference Report on 2022 IEEE World Congress on Computational Intelligence (IEEE WCCI 2022) [Conference Reports]	0
We Want to Hear from You!	0
CIM Society Officers	0
Erratum	0
[Conference Calendar]	0
CIS Publication Spotlight [Publication Spotlight]	0
IEEE Connects You to a Universe of Information!	0
AI for Materials Design and Discovery Using Atomistic Scale Information [Industrial and Governmental Activities]	0
IEEE Fellows-Class of 2022 [Society Briefs]	0
CIS Society Officers	0
2022 Index IEEE Computational Intelligence Magazine Vol. 17	0
Conference Report on 2024 IEEE World Congress on Computational Intelligence (IEEE WCCI 2024) [Conference Reports]	0
IEEE App	0
Tap. Connect. Network. Share.	0
FUZZ-IEEE 2023	0
Table of Contents	0
Table of Contents	0
CIS Society Officers	0
CIS Society Officers	0
Call for Papers: IEEE Conference on Artificial Intelligence	0
IEEE Computational Intelligence Society Publications	0
CIM Editorial Board	0