Zobrazeno 1 - 10
of 324
pro vyhledávání: '"Mohammadi, Mokhtar"'
Autor:
Rahmani, Amir Masoud, Haider, Amir, Adeli, Mohammad, Mzoughi, Olfa, Gemeay, Entesar, Mohammadi, Mokhtar, Alinejad-Rokny, Hamid, Khoshvaght, Parisa, Hosseinzadeh, Mehdi
This paper explores the efficacy of Mel Frequency Cepstral Coefficients (MFCCs) in detecting abnormal heart sounds using two classification strategies: a single classifier and an ensemble classifier approach. Heart sounds were first pre-processed to
Externí odkaz:
http://arxiv.org/abs/2406.00702
Autor:
Omer, Rebaz Mohammed Dler, Al-Salihi, Nawzad K., Rashid, Tarik A., Aladdin, Aso M., Mohammadi, Mokhtar, Majidpour, Jafar
This work proposes a novel bio-inspired metaheuristic called Artificial Cardiac Conduction System (ACCS) inspired by the human cardiac conduction system. The ACCS algorithm imitates the functional behaviour of the human heart that generates and sends
Externí odkaz:
http://arxiv.org/abs/2404.02907
This chapter proposes using the Moth Flame Optimization (MFO) algorithm for finetuning a Deep Neural Network to recognize different underwater sonar datasets. Same as other models evolved by metaheuristic algorithms, premature convergence, trapping i
Externí odkaz:
http://arxiv.org/abs/2303.00922
Autor:
Abdulkhaleq, Maryam T., Rashid, Tarik A., Alsadoon, Abeer, Hassan, Bryar A., Mohammadi, Mokhtar, Abdullah, Jaza M., Chhabra, Amit, Ali, Sazan L., Othman, Rawshan N., Hasan, Hadil A., Azad, Sara, Mahmood, Naz A., Abdalrahman, Sivan S., Rasul, Hezha O., Bacanin, Nebojsa, Vimal, S.
Publikováno v:
Artificial Intelligence in Medicine, 2022
One of the popular metaheuristic search algorithms is Harmony Search (HS). It has been verified that HS can find solutions to optimization problems due to its balanced exploratory and convergence behavior and its simple and flexible structure. This c
Externí odkaz:
http://arxiv.org/abs/2207.13075
Autor:
Maaroof, Bestan B., Rashid, Tarik A., Abdulla, Jaza M., Hassan, Bryar A., Alsadoon, Abeer, Mohammadi, Mokhtar, Khishe, Mohammad, Mirjalili, Seyedali
Publikováno v:
Arch Computat Methods Eng, 2022
Shuffled Frog Leaping Algorithm (SFLA) is one of the most widespread algorithms. It was developed by Eusuff and Lansey in 2006. SFLA is a population-based metaheuristic algorithm that combines the benefits of memetics with particle swarm optimization
Externí odkaz:
http://arxiv.org/abs/2202.03477
Autor:
Rashid, Tarik A., Toghramchi, Chra I. Shekho, Sindi, Heja, Alsadoon, Abeer, Bacanin, Nebojsa, Umar, Shahla U., Shamsaldin, A. S., Mohammadi, Mokhtar
One popular example of metaheuristic algorithms from the swarm intelligence family is the Bat algorithm (BA). The algorithm was first presented in 2010 by Yang and quickly demonstrated its efficiency in comparison with other common algorithms. The BA
Externí odkaz:
http://arxiv.org/abs/2109.14441
Autor:
Tianqing, Hu, Khishe, Mohammad, Mohammadi, Mokhtar, Parvizi, Gholam-Reza, Karim, Sarkhel H. Taher, Rashid, Tarik A.
Publikováno v:
Biomedical Signal Processing and Control, 2021
Real-time detection of COVID-19 using radiological images has gained priority due to the increasing demand for fast diagnosis of COVID-19 cases. This paper introduces a novel two-phase approach for classifying chest X-ray images. Deep Learning (DL) m
Externí odkaz:
http://arxiv.org/abs/2106.01435
The COVID19 pandemic globally and significantly has affected the life and health of many communities. The early detection of infected patients is effective in fighting COVID19. Using radiology (X-Ray) images is perhaps the fastest way to diagnose the
Externí odkaz:
http://arxiv.org/abs/2105.14192
Autor:
Muhammed, Danial A., Rashid, Tarik A., Alsadoon, Abeer, Bacanin, Nebojsa, Fattah, Polla, Mohammadi, Mokhtar, Banerjee, Indradip
This paper works on one of the most recent pedestrian crowd evacuation models, i.e., "a simulation model for pedestrian crowd evacuation based on various AI techniques", developed in late 2019. This study adds a new feature to the developed model by
Externí odkaz:
http://arxiv.org/abs/2012.09135
Autor:
Albaijan, Ibrahim, Mahmoodzadeh, Arsalan, Hussein Mohammed, Adil, Mohammadi, Mokhtar, Gutub, Sohaib, Mutab Alsalami, Omar, Hashim Ibrahim, Hawkar, Alashker, Yasser
Publikováno v:
In Engineering Fracture Mechanics 23 January 2024 295