Title	Publication Date	Language	Citations
Neuroevolution: from architectures to learning	2008/01/10	English	243
Genetic fuzzy systems: taxonomy, current research trends and prospects	2008/01/10	English	233
Hybrid genetic algorithm and a fuzzy logic classifier for heart disease diagnosis	2019/11/26	English	209
Convolutional neural networks in medical image understanding: a survey	2021/01/03	English	189
Swarm intelligence based algorithms: a critical analysis	2013/12/17	English	111
Optimization using lion algorithm: a biological inspiration from lion’s social behavior	2018/09/07	English	107
A survey on particle swarm optimization with emphasis on engineering and network applications	2019/02/21	English	86
Emperor Penguins Colony: a new metaheuristic algorithm for optimization	2019/02/25	English	85
Chaotic vortex search algorithm: metaheuristic algorithm for feature selection	2021/03/20	English	78
Performance evaluation of Botnet DDoS attack detection using machine learning	2019/11/20	English	75
Giza Pyramids Construction: an ancient-inspired metaheuristic algorithm for optimization	2020/07/13	English	46
Short-term electrical load forecasting method based on stacked auto-encoding and GRU neural network	2019/01/09	English	45
Evolution-in-materio: evolving computation in materials	2014/02/05	English	43
ExSTraCS 2.0: description and evaluation of a scalable learning classifier system	2015/04/03	English	43
Automated mammogram breast cancer detection using the optimized combination of convolutional and recurrent neural network	2020/04/13	English	42
UIDS: a unified intrusion detection system for IoT environment	2019/09/20	English	42
Evolutionary self-adaptation: a survey of operators and strategy parameters	2010/02/07	English	41
Optimal feature selection-based diabetic retinopathy detection using improved rider optimization algorithm enabled with deep learning	2020/04/09	English	41
Precision–recall curve (PRC) classification trees	2021/04/14	English	40
Deluge based Genetic Algorithm for feature selection	2019/03/07	English	40
Optimal FOPID/PID controller parameters tuning for the AVR system based on sine–cosine-algorithm	2019/09/12	English	40
Future search algorithm for optimization	2018/09/14	English	39
Multilevel image thresholding using entropy of histogram and recently developed population-based metaheuristic algorithms	2017/06/23	English	37
MOMPA: Multi-objective marine predator algorithm for solving multi-objective optimization problems	2021/08/16	English	37
Spam review detection using spiral cuckoo search clustering method	2019/02/05	English	36
A study on diversity for cluster geometry optimization	2009/08/13	English	36
Integer-PSO: a discrete PSO algorithm for task scheduling in cloud computing systems	2019/02/28	English	36
A new evolutionary neural networks based on intrusion detection systems using locust swarm optimization	2019/01/24	English	35
Beyond black-box optimization: a review of selective pressures for evolutionary robotics	2014/07/03	English	34
Oppositional elephant herding optimization with dynamic Cauchy mutation for multilevel image thresholding	2019/05/21	English	34