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محمود عبد الكريم الشبول
• قسم علوم الحاسوب - عضو هيئة تدريس

  • الدكـتوراة في علوم حاسوب من جامعة نيويورك الحكوميه في ستوني بروك, 2010
  • ماجستير في علوم حاسوب من جامعة نيويورك الحكوميه في ستوني بروك, 2006
  • بكالوريوس في علوم حاسوب من جامعة العلوم والتكنولوجيا الاردنيه, 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 multi-modal deep learning system for Arabic emotion recognition", International Journal of Speech Technology
  • "A novel technique for any-cast transmission scheduling in underwater acoustic sensor networks", Wireless Networks
  • "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
  • "Advanced disk herniation computer aided diagnosis system", Scientific Reports
  • "An Android Malware Detection Leveraging Machine Learning", Wireless Communications and Mobile Computing
  • "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
  • "ArEntail: Manually-curated Arabic Natural Language Inference Dataset from News Headlines", Language Resources and Evaluation
  • "ArQuAD: An Expert-Annotated Arabic Machine Reading Comprehension Dataset", Cognitive Computation
  • "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
  • "Building an image set for modeling image re-targeting using deep learning", Simulation Modelling Practice and Theory
  • "Business intelligence using deep learning techniques for social media contents", Cluster Computing
  • "Chest X-ray pneumothorax segmentation using U-Net with EfficientNet and ResNet architectures", PeerJ Computer Science
  • "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
  • "Comprehensive study of pre-trained language models: detecting humor in news headlines", Soft Computing
  • "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
  • "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
  • "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
  • "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 fuzzy C-mean-based community detection in social networks using dynamic parallelism", Computers & Electrical Engineering
  • "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
  • "Multi-agent based dynamic resource provisioning and monitoring for cloud computing systems infrastructure", Cluster Computing
  • "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
  • "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
  • "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 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
  • "Towards improving the lexicon-based approach for arabic sentiment analysis", International Journal of Information Technology and Web Engineering
  • "Truthful Multi-Unit Multi-Broker Auction Mechanism with Approximate Social-Welfare in Ad Hoc Cognitive Radio Networks", Ad Hoc & Sensor Wireless Networks
  • "Unsupervised dialectal neural machine translation", Information Processing and Management
  • "User identification using deep learning and human activity mobile sensor data", International Journal of Information Security
  • "Using Deep Learning for Automatically Determining Correct Application of Basic Quranic Recitation Rules", International Arab Journal of Information Technology
  • "Using long short-term memory deep neural networks for aspect-based sentiment analysis of Arabic reviews", International Journal of Machine Learning and Cybernetics
  • "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
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  • 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++
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  • SELECTED TOPICS IN COMPUTER SCIENCE
  • SEMINAR IN ADVANCED COMPUTER SCIENCE