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Survey on Evolutionary Deep Learning: Principles, Algorithms, Applications, and Open Issues
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A Survey of Evolutionary Algorithms for Data Mining and Knowledge Discovery
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Genetic Neural Architecture Search for automatic assessment of human sperm images
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Memory based cuckoo search algorithm for feature selection of gene expression dataset
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EA-LSTM: Evolutionary attention-based LSTM for time series prediction
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AutoML: A survey of the state-of-the-art
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Deep Evolutionary Networks with Expedited Genetic Algorithms for Medical Image Denoising
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Evolutionary multi-objective generation of recurrent neural network ensembles for time series prediction
inferredcites →https://doi.org/10.1016/j.neucom.2018.05.124openalex-snapshot
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Sparse low rank factorization for deep neural network compression
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Evolutionary deep learning: A survey
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Genetic programming for multiple-feature construction on high-dimensional classification
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Evolutionary LSTM-FCN networks for pattern classification in industrial processes
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A Modified Ant Colony Optimization Algorithm for Tumor Marker Gene Selection
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Genetic Programming-based Construction of Features for Machine Learning and Knowledge Discovery Tasks
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Learning representations by back-propagating errors
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A PSO-based multi-objective multi-label feature selection method in classification
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A novel fusion based on the evolutionary features for protein fold recognition using support vector machines
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Designing neural networks through neuroevolution
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A survey on evolutionary machine learning
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A neuro-evolution approach to infer a Boolean network from time-series gene expressions
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A fast and elitist multiobjective genetic algorithm: NSGA-II
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Automatic Design of Artificial Neural Networks for Gamma-Ray Detection
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Gradient Descent Effects on Differential Neural Architecture Search: A Survey
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Feature extraction using coevolutionary genetic programming
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A cooperative coevolution-based pittsburgh learning classifier system embedded with memetic feature selection
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Generalisation and domain adaptation in GP with gradient descent for symbolic regression
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A multi-objective artificial bee colony approach to feature selection using fuzzy mutual information
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A Multi-Objective Hybrid Filter-Wrapper Evolutionary Approach for Feature Construction on High-Dimensional Data
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Evolutionary Deep Learning: A Genetic Programming Approach to Image Classification
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A Graph-Based Encoding for Evolutionary Convolutional Neural Network Architecture Design
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Evolving Neural Networks for Text Classification using Genetic Algorithm-based Approaches
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Evolving Neural Networks through a Reverse Encoding Tree
inferredcites →https://doi.org/10.1109/cvpr.2005.177openalex-snapshot
Histograms of Oriented Gradients for Human Detection
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RENAS: Reinforced Evolutionary Neural Architecture Search
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00190openalex-snapshot
CARS: Continuous Evolution for Efficient Neural Architecture Search
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Binarizing MobileNet via Evolution-Based Searching
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DECORE: Deep Compression with Reinforcement Learning
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Face Localization Using an Effective Co-evolutionary Genetic Algorithm
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Data Augmentation using Evolutionary Image Processing
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Ant colony algorithm for feature selection on microarray datasets
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A two-step approach of feature construction for a genetic learning algorithm
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Data Reduction by Genetic Algorithms and Non-Algebraic Feature Construction: A Case Study
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Channel Pruning for Accelerating Very Deep Neural Networks
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MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning
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EENA: Efficient Evolution of Neural Architecture
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Searching for Accurate Binary Neural Architectures
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FOX-NAS: Fast, On-device and Explainable Neural Architecture Search
inferredcites →https://doi.org/10.1109/icec.1996.542679openalex-snapshot
Ensemble structure of evolutionary artificial neural networks
inferredcites →https://doi.org/10.1109/icnc.2007.280openalex-snapshot
Bagging Evolutionary Feature Extraction Algorithm for Classification
inferredcites →https://doi.org/10.1109/iconip.2002.1201969openalex-snapshot
Training feedforward neural networks using multi-phase particle swarm optimization
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Adaptive Genomic Evolution of Neural Network Topologies (AGENT) for State-to-Action Mapping in Autonomous Agents
inferredcites →https://doi.org/10.1109/ifsa-scis.2017.8023302openalex-snapshot
Deep convolutional networks for human sketches by means of the evolutionary deep learning
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MIXP: Efficient Deep Neural Networks Pruning for Further FLOPs Compression via Neuron Bond
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Distributed Deep Learning Using Volunteer Computing-Like Paradigm
inferredcites →https://doi.org/10.1109/iri.2019.00052openalex-snapshot
Automated Neural Network Construction with Similarity Sensitive Evolutionary Algorithms
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Data Augmentation using CA Evolved GANs
inferredcites →https://doi.org/10.1109/jsen.2020.3022966openalex-snapshot
High-Dimensional Time Series Feature Extraction for Low-Cost Machine Olfaction
inferredcites →https://doi.org/10.1109/jstsp.2020.2977090openalex-snapshot
Bayesian Automatic Model Compression
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Deep neural network architecture search using network morphism
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An Evolutionary-based Generative Approach for Audio Data Augmentation
inferredcites →https://doi.org/10.1109/ssci.2016.7850130openalex-snapshot
Multiple feature construction in classification on high-dimensional data using GP
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Neuroevolution in Deep Neural Networks: Current Trends and Future Challenges
inferredcites →https://doi.org/10.1109/tbme.2021.3102466openalex-snapshot
Evolutional Neural Architecture Search for Optimization of Spatiotemporal Brain Network Decomposition
inferredcites →https://doi.org/10.1109/tcyb.2014.2360074openalex-snapshot
Evolutionary Multiobjective Image Feature Extraction in the Presence of Noise
inferredcites →https://doi.org/10.1109/tcyb.2016.2549639openalex-snapshot
A Micro-GA Embedded PSO Feature Selection Approach to Intelligent Facial Emotion Recognition
inferredcites →https://doi.org/10.1109/tcyb.2017.2714145openalex-snapshot
A New Representation in PSO for Discretization-Based Feature Selection
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Benchmark Problems and Performance Indicators for Search of Knee Points in Multiobjective Optimization
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A Knee-Guided Evolutionary Algorithm for Compressing Deep Neural Networks
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Automatically Designing CNN Architectures Using the Genetic Algorithm for Image Classification
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Automatic Feature Extraction and Construction Using Genetic Programming for Rotating Machinery Fault Diagnosis
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An Adaptive Localized Decision Variable Analysis Approach to Large-Scale Multiobjective and Many-Objective Optimization
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A Steering-Matrix-Based Multiobjective Evolutionary Algorithm for High-Dimensional Feature Selection
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Instance Selection-Based Surrogate-Assisted Genetic Programming for Feature Learning in Image Classification
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Solution Set Augmentation for Knee Identification in Multiobjective Decision Analysis
inferredcites →https://doi.org/10.1109/tevc.2011.2166158openalex-snapshot
A Filter Approach to Multiple Feature Construction for Symbolic Learning Classifiers Using Genetic Programming
inferredcites →https://doi.org/10.1109/tevc.2015.2504420openalex-snapshot
A Survey on Evolutionary Computation Approaches to Feature Selection
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Evolving Deep Convolutional Neural Networks for Image Classification
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Surrogate-Assisted Evolutionary Deep Learning Using an End-to-End Random Forest-Based Performance Predictor
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A Multiobjective Evolutionary Algorithm for Finding Knee Regions Using Two Localized Dominance Relationships
inferredcites →https://doi.org/10.1109/tevc.2020.3047220openalex-snapshot
Evolving Deep Convolutional Variational Autoencoders for Image Classification
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A Novel Training Protocol for Performance Predictors of Evolutionary Neural Architecture Search Algorithms
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A Survey on Evolutionary Construction of Deep Neural Networks
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A Review on Convolutional Neural Network Encodings for Neuroevolution
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Real-Time Federated Evolutionary Neural Architecture Search
inferredcites →https://doi.org/10.1109/tevc.2022.3144880openalex-snapshot
A Survey on Knee-Oriented Multiobjective Evolutionary Optimization
inferredcites →https://doi.org/10.1109/tevc.2022.3149601openalex-snapshot
A Surrogate-Assisted Evolutionary Feature Selection Algorithm With Parallel Random Grouping for High-Dimensional Classification
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A Constrained Competitive Swarm Optimizer With an SVM-Based Surrogate Model for Feature Selection
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Genetic Programming-Based Evolutionary Deep Learning for Data-Efficient Image Classification
inferredcites →https://doi.org/10.1109/tevc.2022.3214607openalex-snapshot
A Global and Local Surrogate-Assisted Genetic Programming Approach to Image Classification
inferredcites →https://doi.org/10.1109/tevc.2022.3220747openalex-snapshot
A Survey on Evolutionary Computation for Computer Vision and Image Analysis: Past, Present, and Future Trends
inferredcites →https://doi.org/10.1109/tevc.2023.3261135openalex-snapshot
Multiobjective Evolutionary Generative Adversarial Network Compression for Image Translation
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Pareto-Wise Ranking Classifier for Multiobjective Evolutionary Neural Architecture Search
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Improved Artificial Immune System Algorithm for Type-2 Fuzzy Flexible Job Shop Scheduling Problem
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A Guided Evolutionary Strategy Based-Static Var Compensator Control Approach for Interarea Oscillation Damping
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A Completed Modeling of Local Binary Pattern Operator for Texture Classification
inferredcites →https://doi.org/10.1109/tnn.2011.2169426openalex-snapshot
Adaptive Evolutionary Artificial Neural Networks for Pattern Classification
inferredcites →https://doi.org/10.1109/tnnls.2015.2404823openalex-snapshot
Competition and Collaboration in Cooperative Coevolution of Elman Recurrent Neural Networks for Time-Series Prediction
inferredcites →https://doi.org/10.1109/tnnls.2018.2881143openalex-snapshot
A Particle Swarm Optimization-Based Flexible Convolutional Autoencoder for Image Classification
inferredcites →https://doi.org/10.1109/tnnls.2019.2919608openalex-snapshot
Completely Automated CNN Architecture Design Based on Blocks
inferredcites →https://doi.org/10.1109/tnnls.2019.2933879openalex-snapshot
Evolutionary Compression of Deep Neural Networks for Biomedical Image Segmentation
inferredcites →https://doi.org/10.1109/tnnls.2021.3054400openalex-snapshot
Surrogate-Assisted Particle Swarm Optimization for Evolving Variable-Length Transferable Blocks for Image Classification
inferredcites →https://doi.org/10.1109/tnnls.2021.3059529openalex-snapshot
Evolutionary Shallowing Deep Neural Networks at Block Levels
inferredcites →https://doi.org/10.1109/tnnls.2021.3061630openalex-snapshot
A Gradient-Guided Evolutionary Approach to Training Deep Neural Networks
inferredcites →https://doi.org/10.1109/tnnls.2021.3100554openalex-snapshot
A Survey on Evolutionary Neural Architecture Search
inferredcites →https://doi.org/10.1109/tnnls.2023.3234629openalex-snapshot
Surrogate-Assisted and Filter-Based Multiobjective Evolutionary Feature Selection for Deep Learning
inferredcites →https://doi.org/10.1109/tpami.2021.3052758openalex-snapshot
Neural Architecture Transfer
inferredcites →https://doi.org/10.1109/tpwrs.2003.821430openalex-snapshot
Multiobjective Evolution Programming Method for Feeder Reconfiguration
inferredcites →https://doi.org/10.1109/tsmc.2019.2897330openalex-snapshot
Weight-Adapted Convolution Neural Network for Facial Expression Recognition in Human–Robot Interaction
inferredcites →https://doi.org/10.1109/tsmcb.2005.854499openalex-snapshot
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BANANAS: Bayesian Optimization with Neural Architectures for Neural Architecture Search
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