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Special Issue: Neural Computing and Applications

Guest Editor

Prof. Vasilios N. Katsikis
Department of Economics, Director of the Division of Mathematics-Informatics and Statistics-Econometrics, National and Kapodistrian University of Athens, Athens, 10559 Greece
Email: vaskatsikis@econ.uoa.gr
Website: http://scholar.uoa.gr/vaskatsikis
Research Interests: artificial intelligence; computational optimization; intelligent optimization; computational finance; mathematical finance

Manuscript Topics


This Special Issue focuses on the broad topic of "Neural Computing and Applications" and includes original research on the practical applications of neural computing and related techniques such as genetic algorithms, fuzzy logic and neuro-fuzzy systems.
We welcome submissions that represent cutting-edge research and novel ideas in neural computation with practical applications in real-life problems.
Contributions primarily focused, but are not limited, on the following topics:


• Artificial intelligence, machine learning and big data
• Interpretability of deep learning models
• Neural networks, fuzzy logic, and evolutionary based interpretable control systems
• Supervised, unsupervised, and reinforcement learning
• Extracting understanding from large-scale and heterogeneous data
• Dimensionality reduction of large scale and complex data and sparse modeling
• Computational intelligent models
• Stability improvement of deep neural network optimization
• Optimization methods for deep learning
• Privacy preserving machine learning (e.g., federated machine learning, learning over encrypted data)
• Applications of neural computing in image/signal processing, business intelligence, games, healthcare, bioinformatics, security, robotics etc.


Keywords:
• artificial intelligence
• machine learning and big data
• applicable neural networks theory
• applied statistics
• fuzzy logic
• genetic algorithms
• hybrid intelligent systems
• intelligent control systems
• intelligent diagnostics
• intelligent forecasting
• machine learning
• neural networks
• neuro-fuzzy systems
• pattern recognition
• performance measures
• self-learning systems
• software simulations
• supervised and unsupervised learning methods
• deep learning applications


Instruction for Authors
http://www.aimspress.com/math/news/solo-detail/instructionsforauthors
Please submit your manuscript to online submission system
https://aimspress.jams.pub/

Paper Submission

All manuscripts will be peer-reviewed before their acceptance for publication. The deadline for manuscript submission is 31 January 2024

Published Papers(52)

Research article
An attention-based bidirectional long short-term memory based optimal deep learning technique for bone cancer detection and classifications
Thavavel Vaiyapuri Prasanalakshmi Balaji S. Shridevi Santhi Muttipoll Dharmarajlu Nourah Ali AlAseem
2024, Volume 9, Issue 6: 16704-16720. doi: 10.3934/math.2024810
Abstract HTML PDF Cited (1) Viewed (1260)
Research article
Image encryption with leveraging blockchain-based optimal deep learning for Secure Disease Detection and Classification in a smart healthcare environment
Fatma S. Alrayes Latifah Almuqren Abdullah Mohamed Mohammed Rizwanullah
2024, Volume 9, Issue 6: 16093-16115. doi: 10.3934/math.2024779
Abstract HTML PDF Viewed (1646)
Research article
Artificial Rabbit Optimizer with deep learning for fall detection of disabled people in the IoT Environment
Eatedal Alabdulkreem Mesfer Alduhayyem Mohammed Abdullah Al-Hagery Abdelwahed Motwakel Manar Ahmed Hamza Radwa Marzouk
2024, Volume 9, Issue 6: 15486-15504. doi: 10.3934/math.2024749
Abstract HTML PDF Cited (3) Viewed (1932)
Research article
Robust sign language detection for hearing disabled persons by Improved Coyote Optimization Algorithm with deep learning
Mashael M Asiri Abdelwahed Motwakel Suhanda Drar
2024, Volume 9, Issue 6: 15911-15927. doi: 10.3934/math.2024769
Abstract HTML PDF Viewed (1171)
Research article
Enhancing cybersecurity in cloud-assisted Internet of Things environments: A unified approach using evolutionary algorithms and ensemble learning
Mohammed Aljebreen Hanan Abdullah Mengash Khalid Mahmood Asma A. Alhashmi Ahmed S. Salama
2024, Volume 9, Issue 6: 15796-15818. doi: 10.3934/math.2024763
Abstract HTML PDF Viewed (1367)
Research article
Nature-Inspired Metaheuristic Algorithm with deep learning for Healthcare Data Analysis
Hanan T. Halawani Aisha M. Mashraqi Yousef Asiri Adwan A. Alanazi Salem Alkhalaf Gyanendra Prasad Joshi
2024, Volume 9, Issue 5: 12630-12649. doi: 10.3934/math.2024618
Abstract HTML PDF Cited (1) Viewed (1860)
Research article
Enhancing extractive text summarization using natural language processing with an optimal deep learning model
Abdulkhaleq Q. A. Hassan Badriyya B. Al-onazi Mashael Maashi Abdulbasit A. Darem Ibrahim Abunadi Ahmed Mahmud
2024, Volume 9, Issue 5: 12588-12609. doi: 10.3934/math.2024616
Abstract HTML PDF Cited (3) Viewed (2020)
Research article
Deep convolutional neural network-based Leveraging Lion Swarm Optimizer for gesture recognition and classification
Mashael Maashi Mohammed Abdullah Al-Hagery Mohammed Rizwanullah Azza Elneil Osman
2024, Volume 9, Issue 4: 9380-9393. doi: 10.3934/math.2024457
Abstract HTML PDF Cited (2) Viewed (1449)
Research article
An efficient data-driven approximation to the stochastic differential equations with non-global Lipschitz coefficient and multiplicative noise
Xiao Qi Tianyao Duan Huan Guo
2024, Volume 9, Issue 5: 11975-11991. doi: 10.3934/math.2024585
Abstract HTML PDF Viewed (1275)
Research article
An efficient simulated annealing algorithm for short addition sequences
Hazem M. Bahig Mohamed A.G. Hazber Hatem M. Bahig
2024, Volume 9, Issue 5: 11024-11038. doi: 10.3934/math.2024540
Abstract HTML PDF Viewed (1470)
Research article
Diagnosis of attention deficit hyperactivity disorder: A deep learning approach
Nizar Alsharif Mosleh Hmoud Al-Adhaileh Mohammed Al-Yaari
2024, Volume 9, Issue 5: 10580-10608. doi: 10.3934/math.2024517
Abstract HTML PDF Cited (4) Viewed (2666)
Research article
Effective vague soft environment-based decision-making
Hanan H. Sakr Bader S. Alanazi
2024, Volume 9, Issue 4: 9556-9586. doi: 10.3934/math.2024467
Abstract HTML PDF Cited (1) Viewed (1298)
Research article
Enhancing healthcare security measures in IoTT applications through a Hesitant Fuzzy-Based integrated approach
Waeal J. Obidallah
2024, Volume 9, Issue 4: 9020-9048. doi: 10.3934/math.2024439
Abstract HTML PDF Cited (3) Viewed (1679)
Research article
Ensuring data integrity in deep learning-assisted IoT-Cloud environments: Blockchain-assisted data edge verification with consensus algorithms
Fahad F. Alruwaili
2024, Volume 9, Issue 4: 8868-8884. doi: 10.3934/math.2024432
Abstract HTML PDF Cited (2) Viewed (1812)
Research article
Breaking new ground in cardiovascular heart disease Diagnosis K-RFC: An integrated learning approach with K-means clustering and Random Forest classifier
Ahmed Hamza Osman Ashraf Osman Ibrahim Abeer Alsadoon Ahmad A Alzahrani Omar Mohammed Barukub Anas W. Abulfaraj Nesreen M. Alharbi
2024, Volume 9, Issue 4: 8262-8291. doi: 10.3934/math.2024402
Abstract HTML PDF Viewed (1878)
Research article
Analyzing the impact of quantum computing on IoT security using computational based data analytics techniques
Wael Alosaimi Abdullah Alharbi Hashem Alyami Bader Alouffi Ahmed Almulihi Mohd Nadeem Rajeev Kumar Alka Agrawal
2024, Volume 9, Issue 3: 7017-7039. doi: 10.3934/math.2024342
Abstract HTML PDF Cited (3) Viewed (2239)
Research article
Integrating Ebola optimization search algorithm for enhanced deep learning-based ransomware detection in Internet of Things security
Ibrahim R. Alzahrani Randa Allafi
2024, Volume 9, Issue 3: 6784-6802. doi: 10.3934/math.2024331
Abstract HTML PDF Cited (3) Viewed (1581)
Research article
Modeling and diagnosis Parkinson disease by using hand drawing: deep learning model
Theyazn H. H. Aldhyani Abdullah H. Al-Nefaie Deepika Koundal
2024, Volume 9, Issue 3: 6850-6877. doi: 10.3934/math.2024334
Abstract HTML PDF Cited (6) Viewed (3157)
Research article
A new Sigma-Pi-Sigma neural network based on L1 and L2 regularization and applications
Jianwei Jiao Keqin Su
2024, Volume 9, Issue 3: 5995-6012. doi: 10.3934/math.2024293
Abstract HTML PDF Cited (2) Viewed (1813)
Research article
Accelerating biomedical image segmentation using equilibrium optimization with a deep learning approach
Eman A. Al-Shahari Marwa Obayya Faiz Abdullah Alotaibi Safa Alsafari Ahmed S. Salama Mohammed Assiri
2024, Volume 9, Issue 3: 5905-5924. doi: 10.3934/math.2024288
Abstract HTML PDF Viewed (1749)
Research article
Solving quaternion nonsymmetric algebraic Riccati equations through zeroing neural networks
Houssem Jerbi Izzat Al-Darraji Saleh Albadran Sondess Ben Aoun Theodore E. Simos Spyridon D. Mourtas Vasilios N. Katsikis
2024, Volume 9, Issue 3: 5794-5809. doi: 10.3934/math.2024281
Abstract HTML PDF Cited (1) Viewed (2006)
Research article
A novel class of Runge-Kutta-Nyström pairs sharing orders 8(6)
Yu He Jianing Yang Theodore E. Simos Charalampos Tsitouras
2024, Volume 9, Issue 2: 4882-4895. doi: 10.3934/math.2024237
Abstract HTML PDF Viewed (1622)
Research article
Classification of MRI brain tumors based on registration preprocessing and deep belief networks
Karim Gasmi Ahmed Kharrat Lassaad Ben Ammar Ibtihel Ben Ltaifa Moez Krichen Manel Mrabet Hamoud Alshammari Samia Yahyaoui Kais Khaldi Olfa Hrizi
2024, Volume 9, Issue 2: 4604-4631. doi: 10.3934/math.2024222
Abstract HTML PDF Cited (4) Viewed (2612)
Research article
Logic mining with hybridized 3-satisfiability fuzzy logic and harmony search algorithm in Hopfield neural network for Covid-19 death cases
Farah Liyana Azizan Saratha Sathasivam Nurshazneem Roslan Ahmad Deedat Ibrahim
2024, Volume 9, Issue 2: 3150-3173. doi: 10.3934/math.2024153
Abstract HTML PDF Viewed (1807)
Research article
A bio-inspired weights and structure determination neural network for multiclass classification: Applications in occupational classification systems
Yu He Xiaofan Dong Theodore E. Simos Spyridon D. Mourtas Vasilios N. Katsikis Dimitris Lagios Panagiotis Zervas Giannis Tzimas
2024, Volume 9, Issue 1: 2411-2434. doi: 10.3934/math.2024119
Abstract HTML PDF Viewed (1882)
Research article
Autoencoding for the "Good Dictionary" of eigenpairs of the Koopman operator
Neranjaka Jayarathne Erik M. Bollt
2024, Volume 9, Issue 1: 998-1022. doi: 10.3934/math.2024050
Abstract HTML PDF Viewed (1509)
Research article
Features gradient-based signals selection algorithm of linear complexity for convolutional neural networks
Yuto Omae Yusuke Sakai Hirotaka Takahashi
2024, Volume 9, Issue 1: 792-817. doi: 10.3934/math.2024041
Abstract HTML PDF Cited (3) Viewed (2547)
Research article
Modified arithmetic optimization algorithm with Deep Learning based data analytics for depression detection
Nuha Alruwais Hayam Alamro Majdy M. Eltahir Ahmed S. Salama Mohammed Assiri Noura Abdelaziz Ahmed
2023, Volume 8, Issue 12: 30335-30352. doi: 10.3934/math.20231549
Abstract HTML PDF Cited (2) Viewed (1962)
Research article
Intelligent synthesis of hyperspectral images from arbitrary web cameras in latent sparse space reconstruction
Yenming J. Chen Jinn-Tsong Tsai Kao-Shing Hwang Chin-Lan Chen Wen-Hsien Ho
2023, Volume 8, Issue 11: 27989-28009. doi: 10.3934/math.20231432
Abstract HTML PDF Viewed (1782)
Review
Applicability domains of neural networks for toxicity prediction
Efrén Pérez-Santín Luis de-la-Fuente-Valentín Mariano González García Kharla Andreina Segovia Bravo Fernando Carlos López Hernández José Ignacio López Sánchez
2023, Volume 8, Issue 11: 27858-27900. doi: 10.3934/math.20231426
Abstract HTML PDF Cited (3) Viewed (3584)
Research article
A quaternion Sylvester equation solver through noise-resilient zeroing neural networks with application to control the SFM chaotic system
Sondess B. Aoun Nabil Derbel Houssem Jerbi Theodore E. Simos Spyridon D. Mourtas Vasilios N. Katsikis
2023, Volume 8, Issue 11: 27376-27395. doi: 10.3934/math.20231401
Abstract HTML PDF Cited (8) Viewed (1986)
Research article
Neural networking study of worms in a wireless sensor model in the sense of fractal fractional
Aziz Khan Thabet Abdeljawad Manar A. Alqudah
2023, Volume 8, Issue 11: 26406-26424. doi: 10.3934/math.20231348
Abstract HTML PDF Cited (18) Viewed (1839)
Research article
Boundary value problems for a second-order differential equation with involution in the second derivative and their solvability
Abdissalam Sarsenbi Abdizhahan Sarsenbi
2023, Volume 8, Issue 11: 26275-26289. doi: 10.3934/math.20231340
Abstract HTML PDF Cited (5) Viewed (3091)
Research article
A novel quaternion linear matrix equation solver through zeroing neural networks with applications to acoustic source tracking
Vladislav N. Kovalnogov Ruslan V. Fedorov Igor I. Shepelev Vyacheslav V. Sherkunov Theodore E. Simos Spyridon D. Mourtas Vasilios N. Katsikis
2023, Volume 8, Issue 11: 25966-25989. doi: 10.3934/math.20231323
Abstract HTML PDF Cited (6) Viewed (2188)
Research article
Data augmentation in economic time series: Behavior and improvements in predictions
Ana Lazcano de Rojas
2023, Volume 8, Issue 10: 24528-24544. doi: 10.3934/math.20231251
Abstract HTML PDF Cited (3) Viewed (2880)
Research article
Efficient thyroid disorder identification with weighted voting ensemble of super learners by using adaptive synthetic sampling technique
Noor Afshan Zohaib Mushtaq Faten S. Alamri Muhammad Farrukh Qureshi Nabeel Ahmed Khan Imran Siddique
2023, Volume 8, Issue 10: 24274-24309. doi: 10.3934/math.20231238
Abstract HTML PDF Cited (11) Viewed (2526)
Research article
Forecasting the gross domestic product using a weight direct determination neural network
Spyridon D. Mourtas Emmanouil Drakonakis Zacharias Bragoudakis
2023, Volume 8, Issue 10: 24254-24273. doi: 10.3934/math.20231237
Abstract HTML PDF Cited (6) Viewed (2854)
Review
Review of deep learning approaches in solving rock fragmentation problems
Mikhail V. Ronkin Elena N. Akimova Vladimir E. Misilov
2023, Volume 8, Issue 10: 23900-23940. doi: 10.3934/math.20231219
Abstract HTML PDF Cited (8) Viewed (4361)
Research article
A novel deep learning-based hybrid Harris hawks with sine cosine approach for credit card fraud detection
Altyeb Taha
2023, Volume 8, Issue 10: 23200-23217. doi: 10.3934/math.20231180
Abstract HTML PDF Cited (1) Viewed (2221)
Research article
Computing quaternion matrix pseudoinverse with zeroing neural networks
Vladislav N. Kovalnogov Ruslan V. Fedorov Denis A. Demidov Malyoshina A. Malyoshina Theodore E. Simos Spyridon D. Mourtas Vasilios N. Katsikis
2023, Volume 8, Issue 10: 22875-22895. doi: 10.3934/math.20231164
Abstract HTML PDF Cited (5) Viewed (2268)
Research article
Global Mittag-Leffler stability of Caputo fractional-order fuzzy inertial neural networks with delay
Jingfeng Wang Chuanzhi Bai
2023, Volume 8, Issue 10: 22538-22552. doi: 10.3934/math.20231148
Abstract HTML PDF Viewed (1648)
Research article
PEJL: A path-enhanced joint learning approach for knowledge graph completion
Xinyu Lu Lifang Wang Zejun Jiang Shizhong Liu Jiashi Lin
2023, Volume 8, Issue 9: 20966-20988. doi: 10.3934/math.20231067
Abstract HTML PDF Viewed (2543)
Research article
Analysis for the hierarchical architecture of the heterogeneous FitzHugh-Nagumo network inducing synchronization
Soo-Oh Yang Jea-Hyun Park
2023, Volume 8, Issue 9: 22385-22410. doi: 10.3934/math.20231142
Abstract HTML PDF Viewed (1742)
Research article
Vision graph neural network-based neonatal identification to avoid swapping and abduction
Madhusundar Nelson Surendran Rajendran Youseef Alotaibi
2023, Volume 8, Issue 9: 21554-21571. doi: 10.3934/math.20231098
Abstract HTML PDF Cited (12) Viewed (2050)
Research article
Multi-directional gated recurrent unit and convolutional neural network for load and energy forecasting: A novel hybridization
Fazeel Abid Muhammad Alam Faten S. Alamri Imran Siddique
2023, Volume 8, Issue 9: 19993-20017. doi: 10.3934/math.20231019
Abstract HTML PDF Cited (9) Viewed (2532)
Review
A review of different deep learning techniques for sperm fertility prediction
Muhammad Suleman Muhammad Ilyas M. Ikram Ullah Lali Hafiz Tayyab Rauf Seifedine Kadry
2023, Volume 8, Issue 7: 16360-16416. doi: 10.3934/math.2023838
Abstract HTML PDF Cited (9) Viewed (4819)
Research article
Neural networking analysis for MHD mixed convection Casson flow past a multiple surfaces: A numerical solution
Khalil Ur Rehman Wasfi Shatanawi Zeeshan Asghar Haitham M. S. Bahaidarah
2023, Volume 8, Issue 7: 15805-15823. doi: 10.3934/math.2023807
Abstract HTML PDF Cited (10) Viewed (1820)
Research article
System decomposition method-based global stability criteria for T-S fuzzy Clifford-valued delayed neural networks with impulses and leakage term
Abdulaziz M. Alanazi R. Sriraman R. Gurusamy S. Athithan P. Vignesh Zaid Bassfar Adel R. Alharbi Amer Aljaedi
2023, Volume 8, Issue 7: 15166-15188. doi: 10.3934/math.2023774
Abstract HTML PDF Cited (2) Viewed (2242)
Research article
Zeroing neural networks for computing quaternion linear matrix equation with application to color restoration of images
Vladislav N. Kovalnogov Ruslan V. Fedorov Denis A. Demidov Malyoshina A. Malyoshina Theodore E. Simos Vasilios N. Katsikis Spyridon D. Mourtas Romanos D. Sahas
2023, Volume 8, Issue 6: 14321-14339. doi: 10.3934/math.2023733
Abstract HTML PDF Cited (10) Viewed (2205)
Research article
System decomposition-based stability criteria for Takagi-Sugeno fuzzy uncertain stochastic delayed neural networks in quaternion field
R. Sriraman R. Samidurai V. C. Amritha G. Rachakit Prasanalakshmi Balaji
2023, Volume 8, Issue 5: 11589-11616. doi: 10.3934/math.2023587
Abstract HTML PDF Cited (4) Viewed (2075)
Research article
Direct quaternion method-based stability criteria for quaternion-valued Takagi-Sugeno fuzzy BAM delayed neural networks using quaternion-valued Wirtinger-based integral inequality
R. Sriraman P. Vignesh V. C. Amritha G. Rachakit Prasanalakshmi Balaji
2023, Volume 8, Issue 5: 10486-10512. doi: 10.3934/math.2023532
Abstract HTML PDF Cited (9) Viewed (2359)
Research article
Intraday trading of cryptocurrencies using polynomial auto regression
Gil Cohen
2023, Volume 8, Issue 4: 9782-9794. doi: 10.3934/math.2023493
Abstract HTML PDF Cited (6) Viewed (3677)