Aimin Zhou
Orcid: 0000-0002-4768-5946
According to our database1,
Aimin Zhou
authored at least 167 papers
between 2003 and 2024.
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Bibliography
2024
Model Uncertainty in Evolutionary Optimization and Bayesian Optimization: A Comparative Analysis.
CoRR, 2024
CoRR, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Symbolic Cognitive Diagnosis via Hybrid Optimization for Intelligent Education Systems.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Are You Concerned about Limited Function Evaluations: Data-Augmented Pareto Set Learning for Expensive Multi-Objective Optimization.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
From Coarse to Fine: A Distillation Method for Fine-Grained Emotion-Causal Span Pair Extraction in Conversation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
A Population Cooperation based Particle Swarm Optimization algorithm for large-scale multi-objective optimization.
Swarm Evol. Comput., December, 2023
MOCPSO: A multi-objective cooperative particle swarm optimization algorithm with dual search strategies.
Neurocomputing, December, 2023
Bi-objective evolutionary Bayesian network structure learning via skeleton constraint.
Frontiers Comput. Sci., December, 2023
Learning Regularity for Evolutionary Multiobjective Search: A Generative Model-Based Approach.
IEEE Comput. Intell. Mag., November, 2023
Fine-Grained Interaction Modeling with Multi-Relational Transformer for Knowledge Tracing.
ACM Trans. Inf. Syst., October, 2023
Enhancing Diversity by Local Subset Selection in Evolutionary Multiobjective Optimization.
IEEE Trans. Evol. Comput., October, 2023
OPO-FCM: A Computational Affection Based OCC-PAD-OCEAN Federation Cognitive Modeling Approach.
IEEE Trans. Comput. Soc. Syst., August, 2023
Contribution-Based Cooperative Co-Evolution With Adaptive Population Diversity for Large-Scale Global Optimization [Research Frontier].
IEEE Comput. Intell. Mag., August, 2023
Differential evolution guided by approximated Pareto set for multiobjective optimization.
Inf. Sci., June, 2023
A regularity augmented evolutionary algorithm with dual-space search for multiobjective optimization.
Swarm Evol. Comput., 2023
Interpretable Knowledge Tracing via Response Influence-based Counterfactual Reasoning.
CoRR, 2023
Enhancing SAEAs with Unevaluated Solutions: A Case Study of Relation Model for Expensive Optimization.
CoRR, 2023
EduChat: A Large-Scale Language Model-based Chatbot System for Intelligent Education.
CoRR, 2023
Scaling Multi-Objective Security Games Provably via Space Discretization Based Evolutionary Search.
CoRR, 2023
IEEE Access, 2023
Overview of the NLPCC 2023 Shared Task: Chinese Essay Discourse Coherence Evaluation.
Proceedings of the Natural Language Processing and Chinese Computing, 2023
Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-Trained Representations.
Proceedings of the IEEE International Conference on Acoustics, 2023
Genetic Programming-based Evolutionary Feature Construction for Heterogeneous Ensemble Learning [Hot of the Press].
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
RM-SAEA: Regularity Model Based Surrogate-Assisted Evolutionary Algorithms for Expensive Multi-Objective Optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
A Relation Surrogate Model for Expensive Multiobjective Continuous and Combinatorial Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2023
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
IEEE Trans. Evol. Comput., 2022
Pandemic Bonds Issued by the Chinese Government Supported Post-Disaster Recovery from COVID-19 Pandemic.
J. Soc. Comput., 2022
AeS-GCN: Attention-enhanced semantic-guided graph convolutional networks for skeleton-based action recognition.
Comput. Animat. Virtual Worlds, 2022
Picture-word order compound protein interaction: Predicting compound-protein interaction using structural images of compounds.
J. Comput. Chem., 2022
CCFR3: A cooperative co-evolution with efficient resource allocation for large-scale global optimization.
Expert Syst. Appl., 2022
LGCCT: A Light Gated and Crossed Complementation Transformer for Multimodal Speech Emotion Recognition.
Entropy, 2022
A practical regularity model based evolutionary algorithm for multiobjective optimization.
Appl. Soft Comput., 2022
Proceedings of the Parallel Problem Solving from Nature - PPSN XVII, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022
High-arousal positive emotion evoking is more effective in VR than on a 2D monitor based on computational affection.
Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022
A Surrogate Model Assisted Estimation of Distribution Algorithm with Mutil-acquisition Functions for Expensive Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
2021
IEEE Trans. Evol. Comput., 2021
Swarm Evol. Comput., 2021
Swarm Evol. Comput., 2021
Utilizing dependence among variables in evolutionary algorithms for mixed-integer programming: A case study on multi-objective constrained portfolio optimization.
Swarm Evol. Comput., 2021
LMR-CBT: Learning Modality-fused Representations with CB-Transformer for Multimodal Emotion Recognition from Unaligned Multimodal Sequences.
CoRR, 2021
A cross-modal fusion network based on self-attention and residual structure for multimodal emotion recognition.
CoRR, 2021
CoRR, 2021
Variable Division and Optimization for Constrained Multiobjective Portfolio Problems.
CoRR, 2021
Comput. Intell. Neurosci., 2021
IEEE Access, 2021
Off-TANet: A Lightweight Neural Micro-expression Recognizer with Optical Flow Features and Integrated Attention Mechanism.
Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021
Proceedings of the ICMR '21: International Conference on Multimedia Retrieval, 2021
RL-GEP: Symbolic Regression via Gene Expression Programming and Reinforcement Learning.
Proceedings of the International Joint Conference on Neural Networks, 2021
A Fast Converging Evolutionary Algorithm for Constrained Multiobjective Portfolio Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2021
An Approximated Domination Relationship based on Binary Classifiers for Evolutionary Multiobjective Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
Proceedings of the 7th IEEE International Conference on Cloud Computing and Intelligent Systems, 2021
2020
IEEE Trans. Evol. Comput., 2020
Binary Relation Learning and Classifying for Preselection in Evolutionary Algorithms.
IEEE Trans. Evol. Comput., 2020
Soft Comput., 2020
Objective extraction via fuzzy clustering in evolutionary many-objective optimization.
Inf. Sci., 2020
CCFR2: A more efficient cooperative co-evolutionary framework for large-scale global optimization.
Inf. Sci., 2020
Int. J. Arts Technol., 2020
CoRR, 2020
Information Fusion in Offspring Generation: A Case Study in Gene Expression Programming.
IEEE Access, 2020
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020
A Classification Surrogate Model based Evolutionary Algorithm for Neural Network Structure Learning.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
2019
Learning From a Stream of Nonstationary and Dependent Data in Multiobjective Evolutionary Optimization.
IEEE Trans. Evol. Comput., 2019
A Scalable Indicator-Based Evolutionary Algorithm for Large-Scale Multiobjective Optimization.
IEEE Trans. Evol. Comput., 2019
Swarm Evol. Comput., 2019
Guest editorial special issue on collaborative learning and optimization based on swarm and evolutionary computation.
Swarm Evol. Comput., 2019
A Compressed Coding Scheme for Evolutionary Algorithms in Mixed-Integer Programming: A Case Study on Multi-Objective Constrained Portfolio Optimization.
CoRR, 2019
A Spectral Clustering-Based Multi-Source Mating Selection Strategy in Evolutionary Multi-Objective Optimization.
IEEE Access, 2019
IEEE Access, 2019
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019
Proceedings of the Evolutionary Multi-Criterion Optimization, 2019
MOEA/D with An Improved Multi-Dimensional Mapping Coding Scheme for Constrained Multi-Objective Portfolio Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Simultaneous Bayesian Clustering and Feature Selection Through Student's t Mixtures Model.
IEEE Trans. Neural Networks Learn. Syst., 2018
Swarm Evol. Comput., 2018
Preselection via classification: A case study on evolutionary multiobjective optimization.
Inf. Sci., 2018
Int. J. Bio Inspired Comput., 2018
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018
A Comparison Study of Surrogate Model Based Preselection in Evolutionary Optimization.
Proceedings of the Intelligent Computing Theories and Application, 2018
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
An evolutionary algorithm with a new operator and an adaptive strategy for large-scale portfolio problems.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Proceedings of the Bio-inspired Computing: Theories and Applications, 2018
2017
An Evolutionary Algorithm with a New Coding Scheme for Multi-objective Portfolio Optimization.
Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
A decomposition based multiobjective evolutionary algorithm with semi-supervised classification.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
2016
Are All the Subproblems Equally Important? Resource Allocation in Decomposition-Based Multiobjective Evolutionary Algorithms.
IEEE Trans. Evol. Comput., 2016
IEEE Trans. Evol. Comput., 2016
Constrained Subproblems in a Decomposition-Based Multiobjective Evolutionary Algorithm.
IEEE Trans. Evol. Comput., 2016
CoRR, 2016
A hybrid estimation of distribution algorithm with differential evolution for global optimization.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Self-adaptive spectral cluster number detecting with particle swarm optimization algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Proceedings of the Bio-inspired Computing - Theories and Applications, 2016
2015
An Estimation of Distribution Algorithm With Cheap and Expensive Local Search Methods.
IEEE Trans. Evol. Comput., 2015
A Multioperator Search Strategy Based on Cheap Surrogate Models for Evolutionary Optimization.
IEEE Trans. Evol. Comput., 2015
A multiobjective cellular genetic algorithm based on 3D structure and cosine crowding measurement.
Int. J. Mach. Learn. Cybern., 2015
IEEE Geosci. Remote. Sens. Lett., 2015
IET Image Process., 2015
On neighborhood exploration and subproblem exploitation in decomposition based multiobjective evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Proceedings of the Bio-Inspired Computing - Theories and Applications, 2015
2014
A Population Prediction Strategy for Evolutionary Dynamic Multiobjective Optimization.
IEEE Trans. Cybern., 2014
A Novel Blind Spectral Unmixing Method Based on Error Analysis of Linear Mixture Model.
IEEE Geosci. Remote. Sens. Lett., 2014
IET Image Process., 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
2013
IET Comput. Vis., 2013
A decomposition based estimation of distribution algorithm for multiobjective traveling salesman problems.
Comput. Math. Appl., 2013
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013
Proceedings of the Ninth International Conference on Natural Computation, 2013
Proceedings of the Ninth International Conference on Natural Computation, 2013
Proceedings of the Evolutionary Multi-Criterion Optimization, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
2012
Proceedings of the 20th IEEE International Symposium on Modeling, 2012
Proceedings of the Computational Intelligence and Intelligent Systems, 2012
Proceedings of the Computational Intelligence and Intelligent Systems, 2012
A Decomposition based estimation of distribution algorithm for multiobjective knapsack problems.
Proceedings of the Eighth International Conference on Natural Computation, 2012
An estimation of distribution algorithm based on decomposition for the multiobjective TSP.
Proceedings of the Eighth International Conference on Natural Computation, 2012
A multiobjective evolutionary algorithm based on decomposition and probability model.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
2011
Swarm Evol. Comput., 2011
Optimal risk control policies for diffusion models with non-cheap proportional reinsurance and bankruptcy value.
J. Syst. Sci. Complex., 2011
Proceedings of the Seventh International Conference on Natural Computation, 2011
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
Dynamic constrained multi-objective model for solving constrained optimization problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
Dynamic multi-objective differential evolution for solving constrained optimization problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
2010
Proceedings of the Advances in Computation and Intelligence - 5th International Symposium, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
PhD thesis, 2009
Approximating the Set of Pareto-Optimal Solutions in Both the Decision and Objective Spaces by an Estimation of Distribution Algorithm.
IEEE Trans. Evol. Comput., 2009
2008
Errata to "RM-MEDA: A Regularity Model-Based Multiobjective Estimation of Distribution Algorithm" [Feb 08 41-63].
IEEE Trans. Evol. Comput., 2008
RM-MEDA: A Regularity Model-Based Multiobjective Estimation of Distribution Algorithm.
IEEE Trans. Evol. Comput., 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Modeling Regularity to Improve Scalability of Model-Based Multiobjective Optimization Algorithms.
Proceedings of the Multiobjective Problem Solving from Nature, 2008
2007
A Fast Particle Swarm Optimization Algorithm with Cauchy Mutation and Natural Selection Strategy.
Proceedings of the Advances in Computation and Intelligence, 2007
Global multiobjective optimization via estimation of distribution algorithm with biased initialization and crossover.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Prediction-Based Population Re-initialization for Evolutionary Dynamic Multi-objective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 4th International Conference, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
2006
Modelling the Population Distribution in Multi-objective Optimization by Generative Topographic Mapping.
Proceedings of the Parallel Problem Solving from Nature, 2006
Combining Model-based and Genetics-based Offspring Generation for Multi-objective Optimization Using a Convergence Criterion.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
2005
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
2004
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
2003
Proceedings of the IEEE Congress on Evolutionary Computation, 2003