Hybrid MPSO-CNN: Multi-level Particle Swarm optimized Hyperparameters of Convolutional Neural Network

A deep hybrid learning model to detect unsafe behavior: Integrating convolution neural networks and long short-term memory

(2018) Lieyun Ding et al.   AUTOMATION IN CONSTRUCTION

NB-CNN: Deep Learning-Based Crack Detection Using Convolutional Neural Network and Naïve Bayes Data Fusion

(2018) Fu-Chen Chen et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

MPSO: Modified particle swarm optimization and its applications

(2018) Dongping Tian et al.   Swarm and Evolutionary Computation

Swarm Intelligence and Evolutionary Algorithms: Performance versus speed

(2017) Adam P. Piotrowski et al.   INFORMATION SCIENCES

A novel oriented cuckoo search algorithm to improve DV-Hop performance for cyber–physical systems

(2017) Zhihua Cui et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

An improved incremental constructive single-hidden-layer feedforward networks for extreme learning machine based on particle swarm optimization

(2017) Fei Han et al.   NEUROCOMPUTING

A switching delayed PSO optimized extreme learning machine for short-term load forecasting

(2017) Nianyin Zeng et al.   NEUROCOMPUTING

A survey of deep neural network architectures and their applications

(2017) Weibo Liu et al.   NEUROCOMPUTING

Deep feature learning for dummies: A simple auto-encoder training method using Particle Swarm Optimisation

(2017) Chao Sui et al.   PATTERN RECOGNITION LETTERS

A survey of swarm intelligence for dynamic optimization: Algorithms and applications

(2017) Michalis Mavrovouniotis et al.   Swarm and Evolutionary Computation

A novel stability-based adaptive inertia weight for particle swarm optimization

(2016) Mojtaba Taherkhani et al.   APPLIED SOFT COMPUTING

A Self-Improving Convolution Neural Network for the Classification of Hyperspectral Data

(2016) Pedram Ghamisi et al.   IEEE Geoscience and Remote Sensing Letters

Deep learning for visual understanding: A review

(2016) Yanming Guo et al.   NEUROCOMPUTING

Randomly attracted firefly algorithm with neighborhood search and dynamic parameter adjustment mechanism

(2016) Hui Wang et al.   SOFT COMPUTING

A Novel Switching Delayed PSO Algorithm for Estimating Unknown Parameters of Lateral Flow Immunoassay

(2016) Nianyin Zeng et al.   Cognitive Computation

Learning Subspace-Based RBFNN Using Coevolutionary Algorithm for Complex Classification Tasks

(2016) Jin Tian et al.   IEEE Transactions on Neural Networks and Learning Systems

Feature Selection Based on Hybridization of Genetic Algorithm and Particle Swarm Optimization

(2015) Pedram Ghamisi et al.   IEEE Geoscience and Remote Sensing Letters

A Novel Feature Selection Approach Based on FODPSO and SVM

(2015) Pedram Ghamisi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Representation Learning: A Review and New Perspectives

(2013) Y. Bengio et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

An improved evolutionary extreme learning machine based on particle swarm optimization

(2012) Fei Han et al.   NEUROCOMPUTING

Radial Basis Function Network Training Using a Nonsymmetric Partition of the Input Space and Particle Swarm Optimization

(2012) A. Alexandridis et al.   IEEE Transactions on Neural Networks and Learning Systems

A novel particle swarm optimization algorithm with adaptive inertia weight

(2011) Ahmad Nickabadi et al.   APPLIED SOFT COMPUTING

A hybrid particle swarm optimization and its application in neural networks

(2011) S.Y.S. Leung et al.   EXPERT SYSTEMS WITH APPLICATIONS

Adaptive Evolutionary Artificial Neural Networks for Pattern Classification

(2011) Tatt Hee Oong et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

When Does Online BP Training Converge?

(2009) Zong-Ben Xu et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

OP-ELM: Optimally Pruned Extreme Learning Machine

(2009) Yoan Miche et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Time series prediction using RBF neural networks with a nonlinear time-varying evolution PSO algorithm

(2009) Cheng-Ming Lee et al.   NEUROCOMPUTING