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Ant Colony Optimization Based Feature Selection Method for QEEG Data Classification
Turker Tekin Erguzel, Serhat Ozekes, Selahattin Gultekin, Nevzat Tarhan
Psychiatry Investig. 2014;11(3):243-250. Published online 2014 Jul 21 DOI: https://doi.org/10.4306/pi.2014.11.3.243
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A comprehensive survey of evolutionary algorithms and metaheuristics in brain EEG-based applications
Muhammad Arif, Faizan ur Rehman, Lukas Sekanina, Aamir Saeed Malik
Journal of Neural Engineering.2024; 21(5): 051002. CrossRef Prediction of response to repetitive transcranial magnetic stimulation for major depressive disorder using hybrid Convolutional recurrent neural networks and raw Electroencephalogram Signal
Mohsen Sadat Shahabi, Ahmad Shalbaf, Reza Rostami
Cognitive Neurodynamics.2023; 17(4): 909. CrossRef Attention-Based Convolutional Recurrent Deep Neural Networks for the Prediction of Response to Repetitive Transcranial Magnetic Stimulation for Major Depressive Disorder
Mohsen Sadat Shahabi, Ahmad Shalbaf, Behrooz Nobakhsh, Reza Rostami, Reza Kazemi
International Journal of Neural Systems.2023;[Epub] CrossRef Prediction of treatment outcome for repetitive transcranial magnetic stimulation in major depressive disorder using connectivity measures and ensemble of pre-trained deep learning models
Mohsen Sadat Shahabi, Behrooz Nobakhsh, Ahmad Shalbaf, Reza Rostami, Reza Kazemi
Biomedical Signal Processing and Control.2023; 85: 104822. CrossRef Multi-objective squirrel search algorithm for EEG feature selection
Chao Wang, Songjie Li, Miao Shi, Jie Zhao, Tao Wen, U. Rajendra Acharya, Neng-gang Xie, Kang Hao Cheong
Journal of Computational Science.2023; 73: 102140. CrossRef An Enhanced Ant Colony Optimization Mechanism for the Classification of Depressive Disorders
Abed Saif Alghawli, Ahmed I. Taloba, Heng Liu
Computational Intelligence and Neuroscience.2022; 2022: 1. CrossRef An energy efficient approach of deep learning based soft sensor for air quality management
Kanmani P, Prabha Selvaraj, Vijay Kumar Burugari, Chandra prabha K, Sundara Pandiyan S
Measurement: Sensors.2022; 24: 100460. CrossRef Meta-heuristic Techniques to Train Artificial Neural Networks for Medical Image Classification: A Review
Priyanka, Dharmender Kumar
Recent Advances in Computer Science and Communications.2022;[Epub] CrossRef Major Depressive Disorder Classification Based on Different Convolutional Neural Network Models: Deep Learning Approach
Caglar Uyulan, Türker Tekin Ergüzel, Huseyin Unubol, Merve Cebi, Gokben Hizli Sayar, Mahdi Nezhad Asad, Nevzat Tarhan
Clinical EEG and Neuroscience.2021; 52(1): 38. CrossRef EEG Feature Extraction Using Genetic Programming for the Classification of Mental States
Emigdio Z-Flores, Leonardo Trujillo, Pierrick Legrand, Frédérique Faïta-Aïnseba
Algorithms.2020; 13(9): 221. CrossRef Feature Selection Based on Swallow Swarm Optimization for Fuzzy Classification
Ilya Hodashinsky, Konstantin Sarin, Alexander Shelupanov, Artem Slezkin
Symmetry.2019; 11(11): 1423. CrossRef A Kernel Partial least square based feature selection method
Upasana Talukdar, Shyamanta M Hazarika, John Q. Gan
Pattern Recognition.2018; 83: 91. CrossRef Swarm Intelligence Algorithms for Feature Selection: A Review
Lucija Brezočnik, Iztok Fister, Vili Podgorelec
Applied Sciences.2018; 8(9): 1521. CrossRef A Novel Neural Network Approach to Creating a Brain–Computer Interface Based on the EEG Patterns of Voluntary Muscle Movements
I. E. Shepelev, D. M. Lazurenko, V. N. Kiroy, E. V. Aslanyan, O. M. Bakhtin, N. R. Minyaeva
Neuroscience and Behavioral Physiology.2018; 48(9): 1145. CrossRef Ant colony optimization-based firewall anomaly mitigation engine
Ravi Kiran Varma Penmatsa, Valli Kumari Vatsavayi, Srinivas Kumar Samayamantula
SpringerPlus.2016;[Epub] CrossRef Multiple parameter control for ant colony optimization applied to feature selection problem
Gang Wang, HaiCheng Eric Chu, Yuxuan Zhang, Huiling Chen, Weitong Hu, Ying Li, XuJun Peng
Neural Computing and Applications.2015; 26(7): 1693. CrossRef
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