Optimal Band Selection Using Evolutionary Machine Learning to Improve the Accuracy of Hyper-spectral Images Classification: a Novel Migration-Based Particle Swarm Optimization

TDMBBO: a novel three-dimensional migration model of biogeography-based optimization (case study: facility planning and benchmark problems)

(2023) Mehrdad Kaveh et al.   JOURNAL OF SUPERCOMPUTING

Orchard Algorithm (OA): A new meta-heuristic algorithm for solving discrete and continuous optimization problems

(2023) Mehrdad Kaveh et al.   MATHEMATICS AND COMPUTERS IN SIMULATION

Automatic Interpretation of Oil and Gas Well Cement Evaluation Logs Using Fuzzy Convolutional Neural Networks

(2023) Mojtaba Saleh Nezhad et al.   SPE DRILLING & COMPLETION

A Novel Hybrid Artificial Bee Colony-Based Deep Convolutional Neural Network to Improve the Detection Performance of Backscatter Communication Systems

(2023) Sina Aghakhani et al.   Electronics

Energy management of an intelligent parking lot equipped with hydrogen storage systems and renewable energy sources using the stochastic p-robust optimization approach

(2023) Salman Habib et al.   Energy

Model Selection Strategies for Determining the Optimal Number of Overlapping Clusters in Additive Overlapping Partitional Clustering

(2022) Julian Rossbroich et al.   JOURNAL OF CLASSIFICATION

GreyWolfLSM: an accurate oil spill detection method based on level set method from synthetic aperture radar imagery

(2022) Nastaran Aghaei et al.   European Journal of Remote Sensing

Fast robust fuzzy clustering based on bipartite graph for hyper‐spectral image classification

(2022) Han Liu et al.   IET Image Processing

A Novel Deep Supervised Learning-Based Approach for Intrusion Detection in IoT Systems

(2022) Sahba Baniasadi et al.   SENSORS

Osdes_net: oil spill detection based on efficient_shuffle network using synthetic aperture radar imagery

(2022) Nastaran Aghaei et al.   Geocarto International

Hyper spectral image classifications for monitoring harvests in agriculture using fly optimization algorithm

(2022) Shitharth S et al.   COMPUTERS & ELECTRICAL ENGINEERING

An efficient modeling attack for breaking the security of XOR-Arbiter PUFs by using the fully connected and long-short term memory

(2022) Sina Soleimani Fard et al.   MICROPROCESSORS AND MICROSYSTEMS

Application of Meta-Heuristic Algorithms for Training Neural Networks and Deep Learning Architectures: A Comprehensive Review

(2022) Mehrdad Kaveh et al.   NEURAL PROCESSING LETTERS

Imputation Strategies for Clustering Mixed-Type Data with Missing Values

(2022) Rabea Aschenbruck et al.   JOURNAL OF CLASSIFICATION

Optimal feature selection for SAR image classification using biogeography-based optimization (BBO), artificial bee colony (ABC) and support vector machine (SVM): a combined approach of optimization and machine learning

(2021) Omid Rostami et al.   COMPUTATIONAL GEOSCIENCES

Band selection strategies for hyperspectral image classification based on machine learning and artificial intelligent techniques –Survey

(2021) Shrutika S. Sawant et al.   Arabian Journal of Geosciences

Self-organizing mappings on the flag manifold with applications to hyper-spectral image data analysis

(2021) Xiaofeng Ma et al.   NEURAL COMPUTING & APPLICATIONS

Deep PUF: A Highly Reliable DRAM PUF-Based Authentication for IoT Networks Using Deep Convolutional Neural Networks

(2021) Fatemeh Najafi et al.   SENSORS

Binary Chimp Optimization Algorithm (BChOA): a New Binary Meta-heuristic for Solving Optimization Problems

(2021) Jianhao Wang et al.   Cognitive Computation

Spatio-temporal modeling of COVID-19 prevalence and mortality using artificial neural network algorithms

(2021) Nima Kianfar et al.   Spatial and Spatio-Temporal Epidemiology

Corona Detection and Power Equipment Classification Based on GoogleNet-AlexNet: An Accurate and Intelligent Defect Detection Model Based on Deep Learning for Power Distribution Lines

(2021) Noushin Davari et al.   IEEE TRANSACTIONS ON POWER DELIVERY

An enhanced fuzzy controller based on improved genetic algorithm for speed control of DC motors

(2020) A. Lotfy et al.   ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING

Vis-NIR hyperspectral imaging for the classification of bacterial foodborne pathogens based on pixel-wise analysis and a novel CARS-PSO-SVM model

(2020) Ernest Bonah et al.   INFRARED PHYSICS & TECHNOLOGY

A hybrid optimization approach for hyperspectral band selection based on wind driven optimization and modified cuckoo search optimization

(2020) Shrutika Sawant et al.   MULTIMEDIA TOOLS AND APPLICATIONS

A multi-strategy integrated multi-objective artificial bee colony for unsupervised band selection of hyperspectral images

(2020) Zhang Yong et al.   Swarm and Evolutionary Computation

A feature selection approach for hyperspectral image based on modified ant lion optimizer

(2019) Mingwei Wang et al.   KNOWLEDGE-BASED SYSTEMS

Change Detection in SAR Images using Deep Belief Network: a New Training Approach based on Morphological Images

(2019) Farnaam Samadi et al.   IET Image Processing

Improved biogeography-based optimization using migration process adjustment: An approach for location-allocation of ambulances

(2019) Mehrdad Kaveh et al.   COMPUTERS & INDUSTRIAL ENGINEERING

PolSAR image segmentation based on feature extraction and data compression using Weighted Neighborhood Filter Bank and Hidden Markov random field-expectation maximization

(2019) Zeinab Tirandaz et al.   MEASUREMENT

Design and implementation of a neighborhood search biogeography-based optimization trainer for classifying sonar dataset using multi-layer perceptron neural network

(2018) M. Kaveh et al.   ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING

Ship Classification in SAR Images Using a New Hybrid CNN–MLP Classifier

(2018) Foroogh Sharifzadeh et al.   Journal of the Indian Society of Remote Sensing

Unsupervised band selection based on artificial bee colony algorithm for hyperspectral image classification

(2018) Fuding Xie et al.   APPLIED SOFT COMPUTING

Feature selection and multiple kernel boosting framework based on PSO with mutation mechanism for hyperspectral classification

(2017) Chengming Qi et al.   NEUROCOMPUTING

Gray Wolf Optimizer for hyperspectral band selection

(2016) S.A. Medjahed et al.   APPLIED SOFT COMPUTING

A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms

(2011) Joaquín Derrac et al.   Swarm and Evolutionary Computation

An effective feature selection method for hyperspectral image classification based on genetic algorithm and support vector machine

(2010) Shijin Li et al.   KNOWLEDGE-BASED SYSTEMS