A hybrid-model optimization algorithm based on the Gaussian process and particle swarm optimization for mixed-variable CNN hyperparameter automatic search

High-speed planar imaging of OH radicals in turbulent flames assisted by deep learning

(2022) Hao Guo et al.   APPLIED PHYSICS B-LASERS AND OPTICS

Evolutionary Computation for Intelligent Transportation in Smart Cities: A Survey [Review Article]

(2022) Zong-Gan Chen et al.   IEEE Computational Intelligence Magazine

Evolutionary deep learning: A survey

(2022) Zhi-Hui Zhan et al.   NEUROCOMPUTING

Graph neural network for traffic forecasting: A survey

(2022) Weiwei Jiang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Orthogonal Transfer for Multitask Optimization

(2022) Sheng-Hao Wu et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Evolutionary dynamics of higher-order interactions in social networks

(2021) Unai Alvarez-Rodriguez et al.   Nature Human Behaviour

A review on modern defect detection models using DCNNs – Deep convolutional neural networks

(2021) Andrei-Alexandru Tulbure et al.   Journal of Advanced Research

DBCFace: Towards Pure Convolutional Neural Network Face Detection

(2021) Xin Li et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Surrogate-Assisted Hybrid-Model Estimation of Distribution Algorithm for Mixed-Variable Hyperparameters Optimization in Convolutional Neural Networks

(2021) Jian-Yu Li et al.   IEEE Transactions on Neural Networks and Learning Systems

Boosting Data-Driven Evolutionary Algorithm With Localized Data Generation

(2020) Jian-Yu Li et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Automatically Designing CNN Architectures Using the Genetic Algorithm for Image Classification

(2020) Yanan Sun et al.   IEEE Transactions on Cybernetics

Automatic Searching and Pruning of Deep Neural Networks for Medical Imaging Diagnostic

(2020) Francisco Erivaldo Fernandes et al.   IEEE Transactions on Neural Networks and Learning Systems

Generation-Level Parallelism for Evolutionary Computation: A Pipeline-Based Parallel Particle Swarm Optimization

(2020) Jian-Yu Li et al.   IEEE Transactions on Cybernetics

A survey of swarm and evolutionary computing approaches for deep learning

(2019) Ashraf Darwish et al.   ARTIFICIAL INTELLIGENCE REVIEW

A survey of deep learning techniques for autonomous driving

(2019) Sorin Grigorescu et al.   Journal of Field Robotics

Surrogate-Assisted Evolutionary Deep Learning Using an End-to-End Random Forest-Based Performance Predictor

(2019) Yanan Sun et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Completely Automated CNN Architecture Design Based on Blocks

(2019) Yanan Sun et al.   IEEE Transactions on Neural Networks and Learning Systems

A Particle Swarm Optimization-Based Flexible Convolutional Autoencoder for Image Classification

(2018) Yanan Sun et al.   IEEE Transactions on Neural Networks and Learning Systems