2025
Architecture Knowledge Distillation for Evolutionary Generative Adversarial Network.
Int. J. Neural Syst., April, 2025
A Gradient-Guided Evolutionary Neural Architecture Search.
IEEE Trans. Neural Networks Learn. Syst., March, 2025
YOLO-DKR: Differentiable architecture search based on kernel reusing for object detection.
Inf. Sci., 2025
Surrogate-assisted evolutionary neural architecture search based on smart-block discovery.
Expert Syst. Appl., 2025
Embedding Comparator for Evolutionary Neural Architecture Search via Contrastive Learning.
Proceedings of the IEEE Congress on Evolutionary Computation, 2025
Homogeneous Architecture Augmentation and Confidence Prediction for Evolutionary Neural Architecture Search.
Proceedings of the IEEE Congress on Evolutionary Computation, 2025
2024
A Generalized Attention Mechanism to Enhance the Accuracy Performance of Neural Networks.
Int. J. Neural Syst., December, 2024
A Population Initialization Method Based on Similarity and Mutual Information in Evolutionary Algorithm for Bi-Objective Feature Selection.
ACM Trans. Evol. Learn. Optim., September, 2024
Differentiable Architecture Search With Attention Mechanisms for Generative Adversarial Networks.
IEEE Trans. Emerg. Top. Comput. Intell., August, 2024
Evolutionary Architecture Search for Generative Adversarial Networks Based on Weight Sharing.
IEEE Trans. Evol. Comput., June, 2024
MedNAS: Multiscale Training-Free Neural Architecture Search for Medical Image Analysis.
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IEEE Trans. Evol. Comput., June, 2024
Self-Adaptive Weight Based on Dual-Attention for Differentiable Neural Architecture Search.
IEEE Trans. Ind. Informatics, April, 2024
Multi-Objective Self-Adaptive Particle Swarm Optimization for Large-Scale Feature Selection in Classification.
Int. J. Neural Syst., March, 2024
Improved Differentiable Architecture Search With Multi-Stage Progressive Partial Channel Connections.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2024
A novel importance-guided particle swarm optimization based on MLP for solving large-scale feature selection problems.
Swarm Evol. Comput., 2024
SaDENAS: A self-adaptive differential evolution algorithm for neural architecture search.
Swarm Evol. Comput., 2024
Reinforcement learning-based multi-objective differential evolution algorithm for feature selection.
Inf. Sci., 2024
A two-stage frequency-domain generation algorithm based on differential evolution for black-box adversarial samples.
Expert Syst. Appl., 2024
A Pairwise Comparison Relation-assisted Multi-objective Evolutionary Neural Architecture Search Method with Multi-population Mechanism.
CoRR, 2024
Neural architecture search via similarity adaptive guidance.
Appl. Soft Comput., 2024
An effective surrogate-assisted rank method for evolutionary neural architecture search.
Appl. Soft Comput., 2024
Progressive Neural Predictor with Score-Based Sampling.
Proceedings of the International Joint Conference on Neural Networks, 2024
Surrogate-Assisted Evolutionary Neural Architecture Search with Isomorphic Training and Prediction.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024
Multi-Optimiser Training for GANs Based on Evolutionary Computation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024
2023
An external attention-based feature ranker for large-scale feature selection.
Knowl. Based Syst., December, 2023
A hybrid training algorithm based on gradient descent and evolutionary computation.
Appl. Intell., September, 2023
Sle-CNN: a novel convolutional neural network for sleep stage classification.
Neural Comput. Appl., August, 2023
Partial Connection Based on Channel Attention for Differentiable Neural Architecture Search.
IEEE Trans. Ind. Informatics, May, 2023
Convolutional neural network pruning based on multi-objective feature map selection for image classification.
Appl. Soft Comput., May, 2023
A feature selection approach based on NSGA-II with ReliefF.
Appl. Soft Comput., February, 2023
AAtt-CNN: Automatic Attention-Based Convolutional Neural Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023
Neural Architecture Search Based on a Multi-Objective Evolutionary Algorithm With Probability Stack.
IEEE Trans. Evol. Comput., 2023
Particle swarm optimization based on filter-based population initialization method for feature selection in classification.
J. Ambient Intell. Humaniz. Comput., 2023
A Method based on Evolutionary Algorithms and Channel Attention Mechanism to Enhance Cycle Generative Adversarial Network Performance for Image Translation.
Int. J. Neural Syst., 2023
Continuously evolving dropout with multi-objective evolutionary optimisation.
Eng. Appl. Artif. Intell., 2023
2022
Multi-Objective Feature Selection With Missing Data in Classification.
IEEE Trans. Emerg. Top. Comput. Intell., 2022
Research on a collaboration model of green closed-loop supply chains towards intelligent manufacturing.
Multim. Tools Appl., 2022
An ensemble of differential evolution and Adam for training feed-forward neural networks.
Inf. Sci., 2022
A self-adaptive gradient descent search algorithm for fully-connected neural networks.
Neurocomputing, 2022
A self-adaptive multi-objective feature selection approach for classification problems.
Integr. Comput. Aided Eng., 2022
An improved brain storm optimization algorithm with new solution generation strategies for classification.
Eng. Appl. Artif. Intell., 2022
Deep Convolutional Neural Network Approach for COVID-19 Detection.
Comput. Syst. Sci. Eng., 2022
A multi-objective evolutionary algorithm with interval based initialization and self-adaptive crossover operator for large-scale feature selection in classification.
Appl. Soft Comput., 2022
Structure and weights search for classification with feature selection based on brain storm optimization algorithm.
Appl. Intell., 2022
Preference-driven multi-objective GP search for regression models with new dominance principle and performance indicators.
Appl. Intell., 2022
Bloat-aware GP-based methods with bloat quantification.
Appl. Intell., 2022
2021
Hybridization between Neural Computing and Nature-Inspired Algorithms for a Sentence Similarity Model Based on the Attention Mechanism.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2021
Multi-Objective Memetic Algorithms with Tree-Based Genetic Programming and Local Search for Symbolic Regression.
Neural Process. Lett., 2021
Adaptive crossover operator based multi-objective binary genetic algorithm for feature selection in classification.
Knowl. Based Syst., 2021
Self-Adaptive Particle Swarm Optimization-Based Echo State Network for Time Series Prediction.
Int. J. Neural Syst., 2021
A Multi-Objective Evolutionary Approach Based on Graph-in-Graph for Neural Architecture Search of Convolutional Neural Networks.
Int. J. Neural Syst., 2021
Brain Storm Optimization Based Clustering for Learning Behavior Analysis.
Comput. Syst. Sci. Eng., 2021
Residential Electricity Classification Method Based On Cloud Computing Platform and Random Forest.
Comput. Syst. Sci. Eng., 2021
A Self-Adaptive Mutation Neural Architecture Search Algorithm Based on Blocks.
IEEE Comput. Intell. Mag., 2021
Classification Based on Brain Storm Optimization With Feature Selection.
IEEE Access, 2021
Fuzzy Multilevel Image Thresholding Based on Improved Coyote Optimization Algorithm.
IEEE Access, 2021
Intrusion Detection System Based on an Updated ANN Model.
Proceedings of the Advances in Swarm Intelligence - 12th International Conference, 2021
2020
Bi-objective memetic GP with dispersion-keeping Pareto evaluation for real-world regression.
Inf. Sci., 2020
Genetic programming based feature construction methods for foreground object segmentation.
Eng. Appl. Artif. Intell., 2020
Self-adaptive parameter and strategy based particle swarm optimization for large-scale feature selection problems with multiple classifiers.
Appl. Soft Comput., 2020
Preference-driven Pareto front exploitation for bloat control in genetic programming.
Appl. Soft Comput., 2020
An adaptive GP-based memetic algorithm for symbolic regression.
Appl. Intell., 2020
2019
Fast and Accurate Classification of Time Series Data Using Extended ELM: Application in Fault Diagnosis of Air Handling Units.
IEEE Trans. Syst. Man Cybern. Syst., 2019
Self-Adaptive Particle Swarm Optimization for Large-Scale Feature Selection in Classification.
ACM Trans. Knowl. Discov. Data, 2019
A hybrid biogeography-based optimization and fuzzy C-means algorithm for image segmentation.
Soft Comput., 2019
Unsupervised feature selection based on self-representation sparse regression and local similarity preserving.
Int. J. Mach. Learn. Cybern., 2019
Outlier detection based on approximation accuracy entropy.
Int. J. Mach. Learn. Cybern., 2019
Feedforward neural network based on ensemble evolutionary algorithm with self-adaptive strategy and parameter for intrusion detection.
Int. J. Wirel. Mob. Comput., 2019
Dependence structure of Gabor wavelets based on copula for face recognition.
Expert Syst. Appl., 2019
Water wave optimization for combinatorial optimization: Design strategies and applications.
Appl. Soft Comput., 2019
Large-Scale Feedforward Neural Network Optimization by a Self-Adaptive Strategy and Parameter Based Particle Swarm Optimization.
IEEE Access, 2019
A Particle Swarm Optimization with Filter-based Population Initialization for Feature Selection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
2018
A Grouping Particle Swarm Optimizer with Personal-Best-Position Guidance for Large Scale Optimization.
IEEE ACM Trans. Comput. Biol. Bioinform., 2018
Robust Dynamic Multi-Objective Vehicle Routing Optimization Method.
IEEE ACM Trans. Comput. Biol. Bioinform., 2018
Improved gene expression programming to solve the inverse problem for ordinary differential equations.
Swarm Evol. Comput., 2018
A novel cluster validity index for fuzzy C-means algorithm.
Soft Comput., 2018
A self-adaptive artificial bee colony algorithm based on global best for global optimization.
Soft Comput., 2018
Recognizing the human attention state using cardiac pulse from the noncontact and automatic-based measurements.
Soft Comput., 2018
Efficient business process consolidation: combining topic features with structure matching.
Soft Comput., 2018
An Evolutionary Computation Based Feature Selection Method for Intrusion Detection.
Secur. Commun. Networks, 2018
Self-adaptive bat algorithm for large scale cloud manufacturing service composition.
Peer-to-Peer Netw. Appl., 2018
Generative adversarial network based telecom fraud detection at the receiving bank.
Neural Networks, 2018
Text classification based on deep belief network and softmax regression.
Neural Comput. Appl., 2018
Memetic algorithm based on extension step and statistical filtering for large-scale capacitated arc routing problems.
Nat. Comput., 2018
Multipurpose watermarking for vector map protection and authentication.
Multim. Tools Appl., 2018
A new validity index adapted to fuzzy clustering algorithm.
Multim. Tools Appl., 2018
Bat algorithm with triangle-flipping strategy for numerical optimization.
Int. J. Mach. Learn. Cybern., 2018
Knowledge based differential evolution for cloud computing service composition.
J. Ambient Intell. Humaniz. Comput., 2018
Multi-objective classification based on NSGA-II.
Int. J. Comput. Sci. Math., 2018
Improved artificial bee colony algorithm with differential evolution for the numerical optimisation problems.
Int. J. Comput. Sci. Eng., 2018
An evolutionary classification method based on fireworks algorithm.
Int. J. Bio Inspired Comput., 2018
Feature selection using forest optimization algorithm based on contribution degree.
Intell. Data Anal., 2018
A weighted collaboration network generalization method for privacy protection in C-DBLP.
Intell. Data Anal., 2018
A hybrid multi-objective firefly algorithm for big data optimization.
Appl. Soft Comput., 2018
Protection of location privacy for moving <i>k</i>NN queries in social networks.
Appl. Soft Comput., 2018
A Self-Adaptive Fireworks Algorithm for Classification Problems.
IEEE Access, 2018
Defect Detection of Alumina Substrate with Adaptive Edge Detection Algorithm.
Proceedings of the Cloud Computing and Security - 4th International Conference, 2018
2017
Research on Coverage Probability in Ultra-Dense 5G Heterogeneous Cellular Networks Based on Poisson Clustered Process.
Wirel. Pers. Commun., 2017
A Pythagorean-Type Fuzzy Deep Denoising Autoencoder for Industrial Accident Early Warning.
IEEE Trans. Fuzzy Syst., 2017
Deep Conditional Random Field Approach to Transmembrane Topology Prediction and Application to GPCR Three-Dimensional Structure Modeling.
IEEE ACM Trans. Comput. Biol. Bioinform., 2017
Cooperative particle swarm optimization using MapReduce.
Soft Comput., 2017
A hybrid artificial bee colony for optimizing a reverse logistics network system.
Soft Comput., 2017
Prior knowledge guided differential evolution.
Soft Comput., 2017
A novel knowledge-guided evolutionary scheduling strategy for energy-efficient connected coverage optimization in WSNs.
Peer-to-Peer Netw. Appl., 2017
Measures of uncertainty for neighborhood rough sets.
Knowl. Based Syst., 2017
A novel oriented cuckoo search algorithm to improve DV-Hop performance for cyber-physical systems.
J. Parallel Distributed Comput., 2017
Gene selection for tumor classification using neighborhood rough sets and entropy measures.
J. Biomed. Informatics, 2017
An evolutionary deep neural network for predicting morbidity of gastrointestinal infections by food contamination.
Neurocomputing, 2017
A cost-sensitive rotation forest algorithm for gene expression data classification.
Neurocomputing, 2017
A hybrid feature selection algorithm for gene expression data classification.
Neurocomputing, 2017
Mining intrinsic information by matrix factorization-based approaches for collaborative filtering in recommender systems.
Neurocomputing, 2017
Distributed content filtering algorithm based on data label and policy expression in active distribution networks.
Neurocomputing, 2017
Combining Wang-Landau sampling algorithm and heuristics for solving the unequal-area dynamic facility layout problem.
Eur. J. Oper. Res., 2017
Cloud Model-Based Artificial Immune Network for Complex Optimization Problem.
Comput. Intell. Neurosci., 2017
A quasi-human strategy-based improved basin filling algorithm for the orthogonal rectangular packing problem with mass balance constraint.
Comput. Ind. Eng., 2017
Integrated civilian-military pre-positioning of emergency supplies: A multiobjective optimization approach.
Appl. Soft Comput., 2017
Partitioned-cooperative quantum-behaved particle swarm optimization based on multilevel thresholding applied to medical image segmentation.
Appl. Soft Comput., 2017
A classification method based on self-adaptive artificial bee colony.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Dependence structure of Gabor wavelets for face recognition.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Classifying Non-linear Gene Expression Data Using a Novel Hybrid Rotation Forest Method.
Proceedings of the Intelligent Computing Methodologies - 13th International Conference, 2017
An Improved Artificial Immune Network Based on the Secondary Immune Mechanism for Data Clustering.
Proceedings of the Cloud Computing and Security - Third International Conference, 2017
2016
Multi-objective layout optimization of a satellite module using the Wang-Landau sampling method with local search.
Frontiers Inf. Technol. Electron. Eng., 2016
A novel 3D model retrieval system based on three-view sketches.
J. Intell. Fuzzy Syst., 2016
Terminal neural computing: Finite-time convergence and its applications.
Neurocomputing, 2016
Performance analysis for clustering algorithms.
Int. J. Comput. Sci. Math., 2016
Improved bat algorithm with optimal forage strategy and random disturbance strategy.
Int. J. Bio Inspired Comput., 2016
A heuristic quasi-physical algorithm with coarse and fine adjustment for multi-objective weighted circles packing problem.
Comput. Ind. Eng., 2016
Immune clonal algorithm based on directed evolution for multi-objective capacitated arc routing problem.
Appl. Soft Comput., 2016
Classification Based on Fireworks Algorithm.
Proceedings of the Bio-inspired Computing - Theories and Applications, 2016
Classification Based on Brain Storm Optimization Algorithm.
Proceedings of the Bio-inspired Computing - Theories and Applications, 2016
2015
Efficient Feature Selection and Classification for Vehicle Detection.
IEEE Trans. Circuits Syst. Video Technol., 2015
A rapid learning algorithm for vehicle classification.
Inf. Sci., 2015
The performance research of artificial bee colony algorithm on the large scale global optimisation problems.
Int. J. Wirel. Mob. Comput., 2015
A Hybrid Evolutionary Algorithm for Numerical Optimization Problem.
Intell. Autom. Soft Comput., 2015
Discrete gbest-guided artificial bee colony algorithm for cloud service composition.
Appl. Intell., 2015
2014
An efficient energy hole alleviating algorithm for wireless sensor networks.
IEEE Trans. Consumer Electron., 2014
An ensemble algorithm with self-adaptive learning techniques for high-dimensional numerical optimization.
Appl. Math. Comput., 2014