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mahmoud abdel-karim alshbool
Department of Computer Science - Faculty Member

  • Ph.D. of Computer Science from State University of New York At Stony Brook, 2010
  • Msc. of Computer Science from State University of New York At Stony Brook, 2006
  • Bsc. of Computer Science from Jordan University of Science and Technology, 2004

    Publications
  • A. Banihani, M. Al-Ayyoub and I. Ababneh., "A Direction-Based Vertical Handoff Scheme," Journal of Emerging Technologies in Web Intelligence, vol. 5, no. 3, pp. 278-286, 2013
  • M. Al-Ayyoub and D. Zghoul, "Determining the Type of Long Bone Fractures in X-Ray Images," WSEAS Transactions on Information Science and Applications, vol. 10, no. 8, pp. 261-270, 2013
  • M. Al-Ayyoub and H. Gupta, "Truthful Spectrum Auctions with Approximate Revenue," The 30th IEEE International Conference on Computer Communications (INFOCOM 2011), Apr 2011, pp. 2813-2821, IEEE
  • M. Al-Ayyoub, M. Irfan and D. Stork, "Boosting multi-feature visual texture classiffiers for the authentication of Jackson Pollock's drip paintings," SPIE, the International Society for Optical Engineering: Computer Vision and Image Analysis of Art II, Jan 2011, pp. 0-0, International Society for Optics and Photonics
  • M. Al-Ayyoub, G. Husari, A. Alabed-alaziz and O. Darwish, "Machine Learning Approach for Brain Tumor Detection," The 3rd International Conference on Information and Communication Systems (ICICS 2012), Apr 2012, pp. 0-0
  • A. Banihani, M. Al-Ayyoub and I. Ababneh, "A Direction-Based Vertical Handoff Scheme," The 4th International Conference on Information and Communication Systems (ICICS 2013), Apr 2013, pp. 0-0
  • K. Al-Darabsah and M. Al-Ayyoub, "Breast Cancer Diagnosis Using Machine Learning Based on Statistical and Texture Features Extraction," The 4th International Conference on Information and Communication Systems (ICICS 2013), Apr 2013, pp. 0-0
  • A. Almodawar, M. Al-Ayyoub and M. Alhammouri, "Security-Aware Placement and Migration Algorithm in IaaS Interclouds," The 1st International workshop on Cloud Computing Applications and SEcurity (CASE 2013) in conjunction with the 4th International Conference on Information and Communication Systems (ICICS 2013), Apr 2013, pp. 0-0
  • Subramanian, Anand Prabhu and Al-Ayyoub, Mahmoud and Gupta, Himanshu and Das, Samir R and Buddhikot, Milind M, Near-optimal dynamic spectrum allocation in cellular networks, , 2008
  • "A Comparative Decision Support Systems for Water Resources Management", International Review of Automatic Control (IREACO)
  • "A GPU-Based Implementations of the Fuzzy C-Means Algorithms for Medical Image Segmentation", The Supercomputing
  • "A Novel Framework for Software Defined Based Secure Storage Systems", Simulation Modelling Practice & Theory
  • "A comprehensive survey of arabic sentiment analysis", Information Processing and Management
  • "A hierarchical optimization model for energy data flow in smart grid power systems", Information Systems
  • "A lexicon based approach for classifying arabic multi-labeled text", International Web Information Systems
  • "A multi-modal deep learning system for Arabic emotion recognition", International Journal of Speech Technology
  • "A scalable multiple pairwise protein sequence alignment acceleration using hybrid CPU?GPU approach", Cluster Computing
  • "Accelerating 3D medical volume segmentation using GPUs", Multimedia Tools and Applications
  • "Accelerating Compute Intensive Medical Imaging Segmentation Algorithms Using GPUs", Multimedia Tools and Applications
  • "Accelerating compute-intensive image segmentation algorithms using GPUs", The Journal of Supercomputing
  • "An Android Malware Detection Leveraging Machine Learning", Wireless Communications and Mobile Computing
  • "An Aspect-Based Sentiment Analysis Approach to Evaluating Arabic News Affect on Readers", Journal of Universal Computer Science
  • "An Intelligent Recommender System Based on Association Rule Analysis for Requirement Engineering", Journal of Universal Computer Science
  • "An experimental framework for future smart cities using data fusion and software defined systems: The case of environmental monitoring for smart healthcare", Future Generation Computer Systems
  • "An extended study of collaboration networks of Levantine biomedical researchers", Journal of Ambient Intelligence and Humanized Computing
  • "An extensive study of authorship authentication of Arabic articles", International Journal of Web Information Systems
  • "Atar: attention-based LSTM for arabizi transliteration", International Journal of Electrical and Computer Engineering (IJECE)
  • "Author gender identification from Arabic text", Journal of Information Security and Applications
  • "Authorship analysis of English and Spanish tweets", Proceedings of the Association for Information Science and Technology
  • "Automatic categorization of Arabic articles based on their political orientation", Digital Investigation
  • "Automatically Determining the Location and Length of Coronary Artery Thrombosis Using Coronary Angiography", International journal of computer science and information security (IJCSIS)
  • "Benchmarking open source deep learning frameworks", International Journal of Electrical and Computer Engineering (IJECE)
  • "Building a neural speech recognizer for quranic recitations", International Journal of Speech Technology
  • "Building a simulated educational environment for the diagnosis of lumbar disk herniation using axial view MRI scans", the International Journal of Advanced Intelligence Paradigms (IJAIP)
  • "Business intelligence using deep learning techniques for social media contents", Cluster Computing
  • "CARVING AND CLUSTERING FILES IN RAM FOR MEMORY FORENSICS", Far East Journal of Electronics and Communications
  • "Chest X-ray pneumothorax segmentation using U-Net with EfficientNet and ResNet architectures", PeerJ Computer Science
  • "Cloud support for large scale e-healthcare systems", Annals Of Telecommunications
  • "Collaboration networks of arab biomedical researchers", Multimedia Tools and Applications
  • "Collusion attacks mitigation in internet of things: a fog based model", Multimedia Tools and Applications
  • "Computed tomography scans image processing for nasal symptoms severity prediction", International Journal of Electrical and Computer Engineering (IJECE)
  • "Cooperative mobile edge computing system for VANET-based software-defined content delivery", Computers & Electrical Engineering
  • "Deep Learning based Disk Herniation Computer Aided Diagnosis System from MRI Axial Scans", IEEE Access
  • "Deep Recurrent Neural Network vs. Support Vector Machine for Aspect-Based Sentiment Analysis of Arabic Hotels? Reviews", Journal of Computational Science
  • "Deep learning for Arabic NLP: A survey", Journal of Computational Science
  • "Delay-aware power optimization model for mobile edge computing systems", Personal and Ubiquitous Computing
  • "Dynamic Detection of Software Defects Using Supervised Learning Techniques", International Journal of Communication Networks and Information Security
  • "E-LearningDJUST: E-Learning dataset from Jordan University of Science and Technology toward investigating the impact of COVID19 Pandemic on Education", Neural Computing and Applications
  • "Energy efficient dynamic resource management in cloud computing based on logistic regression model and median absolute deviation", Sustainable Computing Informatics and Systems
  • "Enhancing Aspect-Based Sentiment Analysis of Arabic Hotels? reviews using morphological, syntactic and semantic features", Information Processing & Management
  • "Enhancing human activity recognition using deep learning and time series augmented data", Journal of Ambient Intelligence and Humanized Computing
  • "Evaluating map reduce tasks scheduling algorithms over cloud computing infrastructure", Concurrency & Computation Practice & Experience
  • "Feature extraction and selection for Arabic tweets authorship authentication", Journal of Ambient Intelligence and Humanized Computing
  • "Framework for Affective News Analysis of Arabic News: 2014 Gaza Attacks Case Study", Journal of Universal Computer Science
  • "GPU Parallelization of Sequence Segmentation Using Information Theoretic Models", Simulation Modelling Practice and Theory
  • "Hierarchical Classifiers for Multi-Way Sentiment Analysis of Arabic Reviews", International Advanced Computer Science & Applications (IJACSA)
  • "Impact of digital fingerprint image quality on the fingerprint recognition accuracy", Multimedia Tools and Applications
  • "Improved Hierarchical Classifiers for Multi-Way Sentiment Analysis", International Arab Journal of Information Technology
  • "Improving Classification and Clustering Techniques Using GPUs", Concurrency and Computation: Practice and Experience
  • "Improving Vertical Handoffs Using Mobility Prediction", International Advanced Computer Science & Applications (IJACSA)
  • "Improving fuzzy C-mean-based community detection in social networks using dynamic parallelism", Computers & Electrical Engineering
  • "Improving radiologists? and orthopedists? QoE in diagnosing lumbar disk herniation using 3D modeling", International Journal of Electrical and Computer Engineering (IJECE)
  • "Improving the performance of the needleman-wunsch algorithm using parallelization and vectorization techniques", Multimedia Tools and Applications
  • "Leveraging Fog Computing and Software Defined Systems for Selective Forwarding Attacks Detection in Mobile Wireless Sensor Networks", Transactions on Emerging Telecommunications Technologies
  • "MedGraph: a graph-based representation and computation to handle large sets of images", Multimedia Tools and Applications
  • "Neural Arabic Text Diacritization: State-of-the-Art Results and a Novel Approach for Arabic NLP Downstream Tasks", ACM Transactions on Asian and Low-Resource Language Information Processing
  • "On the Use of Arabic Tweets to Predict Stock Market Changes in the Arab World", International Advanced Computer Science & Applications (IJACSA)
  • "Parallel implementation for 3D medical volume fuzzy segmentation", Pattern Recognition Letters
  • "Paraphrase identification and semantic text similarity analysis in Arabic news tweets using lexical, syntactic, and semantic features", Information Processing & Management
  • "Personalized human activity recognition using deep learning and edge-cloud architecture", Journal of Ambient Intelligence and Humanized Computing
  • "Plant classification in the wild: Energy evaluation for deep learning models", Multimedia Tools and Applications
  • "Resilient Service Provisioning in Cloud based Data Centers", Future Generation Computer Systems
  • "SDIoT: a software defined based internet of things framework", Ambient Intelligence & Humanized Computing
  • "SIFT based ROI extraction for lumbar disk herniation CAD system from MRI axial scans", Journal of Ambient Intelligence and Humanized Computing
  • "Social Network Analysis of the Panama Papers Concentrating on the MENA Region", The Computer Journal
  • "Software Defined Cloud: Survey, System and Evaluation", Future Generation Computer Systems
  • "Software Defined Systems Support for Secure Cloud Computing based on Data Classification", ANNALS OF TELECOMMUNICATIONS
  • "Software-De fi ned System Support for Enabling Ubiquitous Mobile Edge Computing", The Computer Journal
  • "Studying the Controversy in Online Crowds' Interactions", Applied Soft Computing
  • "Text detection and script identification in natural scene images using deep learning", Computers and Electrical Engineering
  • "Toward a new approach for sorting extremely large data files in the big data era", Cluster Computing
  • "Truthful Multi-Unit Multi-Broker Auction Mechanism with Approximate Social-Welfare in Ad Hoc Cognitive Radio Networks", Ad Hoc & Sensor Wireless Networks
  • "Truthful Spectrum Auctions with Approximate Social-Welfare or Revenue", Ieee/Acm Transactions On Networking
  • "Unsupervised dialectal neural machine translation", Information Processing and Management
  • "Using Deep Learning for Automatically Determining Correct Application of Basic Quranic Recitation Rules", International Arab Journal of Information Technology
  • "Using Enhanced Lexicon-Based Approaches for the Determination of Aspect Categories and Their Polarities in Arabic Reviews", International Journal of Information Technology and Web Engineering
  • "Using long short-term memory deep neural networks for aspect-based sentiment analysis of Arabic reviews", International Journal of Machine Learning and Cybernetics
  • "Virtualization-Based Cognitive Radio Networks", Systems & Software
  • "Visual question answering in the medical domain based on deep learning approaches: A comprehensive study", Pattern Recognition Letters
  • Head of the Center, Center of Excellence for Innovative Projects, Sep 2021 - Sep 2022
  • Deputy Head of the Center, 121.6, Oct 2020 - Sep 2021
  • Vice Dean, Vice Dean, Sep 2018 - Sep 2019
  • Vice Dean, Vice Dean, Sep 2017 - Sep 2018
  • Deputy Head of Department, Department of Computer Science, Dec 2015 - Sep 2017
  • Faculty Member, Department of Computer Science, Aug 2010 - Present
  • Full-time Lecturer, Department of Computer Science, Jul 2010 - Aug 2010
  • ADVANCED ALGORITHMS
  • ADVANCED ALGORITHMS
  • ADVANCED ARTIFICIAL INTELLIGENCE
  • ADVANCED DATA STRUCTURES
  • ANALYSIS AND DESIGN OF ALGORITHMS
  • ARTIFICIAL INTELLIGENCE
  • BASICS IN COMPUTER
  • COMPREHENSIVE EXAM
  • COMPUTER ALGORITHMS
  • DATA STRUCTURES AND ALGORITHMS
  • EXPERT SYSTEMS
  • INTRODUCTION TO BIOINFORMATICS
  • INTRODUCTION TO OBJECT- ORIENTED PROGRAMMING
  • INTRODUCTION TO PROGRAMMING
  • PRACTICAL TRAINING
  • PROGRAMMING IN C++
  • PROGRAMMING LAB
  • SELECTED TOPICS IN COMPUTER SCIENCE
  • SEMINAR IN ADVANCED COMPUTER SCIENCE