MUTAH University
Published Research
Research TitleAuthorsJournalVolume & Page NumbersPublisherDOITypeYearAbstract
Research TitleAuthorsJournalVolume & Page NumbersPublisherDOITypeYearAbstract
Automated detection of kidney masses lesions using a deep learning approachAlmahadin G.; Owida H.A.; Al-Nabulsi J.I.; Turab N.; Al Hawamdeh N.IAES International Journal of Artificial Intelligence13Institute of Advanced Engineering and ScienceClick HereJournalInstitute of Advanced Engineering and Science
Towards Accurate Fake News Detection: Evaluating Machine Learning Approaches and Feature Selection StrategiesAl-Tarawneh M.A.B.; Al-Khresheh A.; Al-Irr O.; Kulaglic A.; Danach K.; Kanj H.; AlMahadin G.European Journal of Pure and Applied Mathematics18New York Business Global Click HereJournal2025
Content-aware recommendation system for integrated temporal semantic review text over web of thingsALMahadin G.; Shabaz M.; Khan I.R.; Vimal V.; Keshta I.; Maguluri L.P.Service Oriented Computing and Applications19Springer Science and Business Media Deutschland GmbHClick HereJournal2025
Ambiguity learning and data correlation in multi-cross modal cyber-physical systems for detecting fake informationByeon H.; AlMahadin G.; Bsoul Q.; Quraishi A.; Soni M.; Khan S.R.; Shabaz M.Cyber-Physical SystemsTaylor and Francis Ltd.Click HereJournal2025
Enhancing video anomaly detection using spatio-temporal autoencoders and convolutional LSTM networksGhayth AlMahadin, Maheswari Subburaj, Mohammad Hiari, Saranya S. Singaram, Bhanu P. Kolla, Pankaj Dadheech, Amol D. Vibhute, Sudhakar SenganSN Computer Science5Springer Nature Journal2024
Determine the prevalence of hepatitis B and C during pregnancy by using machine learning algorithmA. Bin Naeem, B. Senapati, Ghayth A. Mahadin, V. Ghulaxe, F. Almeida, S. I. Sudman, M. I. GhafoorInternational Journal of Intelligent Systems and Applications in Engineering12Auricle Global Society of Education and ResearchJournal2024
Enhancing Threat Detection in Financial Cyber Security Through Auto Encoder-MLP Hybrid ModelsAlmahadeen L.; ALMahadin G.; Santosh K.; Aarif M.; Deb D.P.; Syamala M.; Bala D.B.K. International Journal of Advanced Computer Science and Applications15Science and Information OrganizationClick HereJournal2024
Early detection of skin cancer using AI: Deciphering dermatology images for melanoma detectionDeepa R.; ALMahadin G.; Prashant G C.; Sivasamy A.AIP Advances14American Institute of PhysicsClick HereJournal2024
A perspective on smart universities as being downsized smart cities: a technological view of internet of thing and big dataJawwad A.K.A.; Turab N.; Al-Mahadin G.; Owida H.A.; Al-Nabulsi J. Indonesian Journal of Electrical Engineering and Computer Science 35Institute of Advanced Engineering and Science Click HereJournal2024
VANET network traffic anomaly detection using GRU-based deep learning modelGhayth AlMahadin, Yassine Aoudni, Mohammad Shabaz, Anurag V. Agrawal, Ghazaala Yasmin, Esraa S. Alomari, Hamza M. R. Al-Khafaji, Debabrata Dansana, Renato R. MaaliwIEEE Transactions on Consumer Electronics70IEEEJournal2023
Cold Start Reduction Using Residual Neural Networks in Recommender SystemsLayth Al-Mahadeen, Ghayth AlMahadin, Ahmad S. Al-ShamaylehMigration LettersMigration Letters & The London PublishersJournal2023
Enabling Smart Banking AI and IoT: Challenges and OpportunitiesGhayth AlMahadin, Pravin D. Sawant, Shazia Ali, Afsana Anjum, Sura K. Ibrahim, Sarmad J. NaserInternational Conference on Innovative Computing, Intelligent Communication and Smart Electrical Systems (ICSES)Pages 1–6IEEEClick HereConference2023
Enhanced Parkinson’s disease tremor severity classification by combining signal processing with resampling techniquesGhayth AlMahadin, Ahmad Lotfi, Marie McCarthy, Philip BreedonSN Computer Science3Springer Click HereJournal2022
Performance evaluation of an intelligent and optimized machine learning framework for attack detectionGhayth AlMahadin, Mohammad O. Hiari, Abdelrahman H. Hussein, Nidal M. Turab, Ashraf Alkhresheh, Mutaz A.B. Al-TarawnehInternational Journal of Communication Networks and Information Security14KUSTJournal2022
Task-Oriented Intelligent Solution to Measure Parkinson’s Disease Tremor SeverityGhayth AlMahadin, Ahmad Lotfi, Marie McCarthy, Philip BreedonJournal of Healthcare Engineering2021HindawiClick HereJournal2021
Parkinson’s disease tremor severity classification – a comparison between ON and OFF medication stateGhayth AlMahadin, Ahmad Lotfi, Marie McCarthy, Philip BreedonInternational Conference on Innovative Techniques and Applications of Artificial IntelligencePages 364–370SpringerConference2021
Parkinson’s disease: current assessment methods and wearable devices for evaluation of movement disorder motor symptoms – a patient and healthcare professional perspectiveGhayth AlMahadin, Ahmad Lotfi, Eva Zysk, Francesco Luke Siena, Marie McCarthy, Philip BreedonBMC Neurology20, Page 419BioMed CentralClick HereJournal2020
Mining Intelligence Hierarchical Feature for Malware DetectionDavuluri S.K.; Soni M.; ALMahadin G.; Rivera R.; Upadhyay J.; Patel P.Lecture Notes in Networks and Systems1172 LNNSSpringer Science and Business Media Deutschland GmbHClick HereJournal
Research TitleAuthorsJournalVolume & Page NumbersPublisherDOITypeYearAbstract