World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
47
Citations
10560
World Ranking
6414
National Ranking
32

Overview

Mahmoud Al-Ayyoub is affiliated with Ajman University of Science and Technology in the United Arab Emirates. Their research work primarily spans the field of Computer Science, with a particular focus on Artificial Intelligence, Computer Vision and Pattern Recognition, Signal Processing, Information Systems, and Radiology, Nuclear Medicine and Imaging.

The scientist has explored a variety of topics including:

  • Topic Modeling
  • Sentiment Analysis and Opinion Mining
  • Natural Language Processing Techniques
  • COVID-19 diagnosis using AI
  • Advanced Text Analysis Techniques
  • Multimodal Machine Learning Applications
  • Authorship Attribution and Profiling

Among recent publications are:

  • Chest X-ray pneumothorax segmentation using U-Net with EfficientNet and ResNet architectures, 2021, PeerJ Computer Science
  • Enhancing human activity recognition using deep learning and time series augmented data, 2021, Journal of Ambient Intelligence and Humanized Computing
  • Artificial intelligence foundation and pre-trained models: Fundamentals, applications, opportunities, and social impacts, 2023, Simulation Modelling Practice and Theory
  • Business intelligence using deep learning techniques for social media contents, 2022, Cluster Computing
  • Unsupervised dialectal neural machine translation, 2020, Information Processing & Management

Frequent co-authors who have collaborated extensively with Mahmoud Al-Ayyoub include:

  • Yaser Jararweh
  • Malak Abdullah
  • Ali Fadel
  • Elhadj Benkhelifa
  • Luay Alawneh

The scientist's publications are often featured in venues such as:

  • Zenodo (CERN European Organization for Nuclear Research)
  • International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering
  • arXiv (Cornell University)
  • Journal of Ambient Intelligence and Humanized Computing
  • Simulation Modelling Practice and Theory

Best Publications

  • SemEval-2016 task 5 : aspect based sentiment analysis

    Maria Pontiki;Dimitris Galanis;Haris Papageorgiou;Ion Androutsopoulos

  • Deep Recurrent neural network vs. support vector machine for aspect-based sentiment analysis of Arabic hotels’ reviews

    Mohammad Al-Smadi;Omar Qawasmeh;Mahmoud Al-Ayyoub;Yaser Jararweh

  • Arabic sentiment analysis: Lexicon-based and corpus-based

    Nawaf A. Abdulla;Nizar A. Ahmed;Mohammed A. Shehab;Mahmoud Al-Ayyoub

  • Using long short-term memory deep neural networks for aspect-based sentiment analysis of Arabic reviews

    Mohammad Al-Smadi;Bashar Talafha;Mahmoud Al-Ayyoub;Yaser Jararweh

  • The Internet of Energy: Smart Sensor Networks and Big Data Management for Smart Grid

    Manar Jaradat;Moath H. A. Jarrah;Moath H. A. Jarrah;Abdelkader Bousselham;Yaser Jararweh

  • SDIoT: a software defined based internet of things framework

    Yaser Jararweh;Mahmoud Al-Ayyoub;Ala Darabseh;Elhadj Benkhelifa

  • The future of mobile cloud computing: Integrating cloudlets and Mobile Edge Computing

    Yaser Jararweh;Ahmad Doulat;Omar AlQudah;Ejaz Ahmed

  • Impact of digital fingerprint image quality on the fingerprint recognition accuracy

    Mohammad A. Alsmirat;Fatima Abdalla Al-Alem;Mahmoud Al-Ayyoub;Yaser Jararweh

  • A comprehensive survey of arabic sentiment analysis

    Mahmoud Al-Ayyoub;Abed Allah Khamaiseh;Yaser Jararweh;Mohammed Naji Al-Kabi

  • Enhancing Aspect-Based Sentiment Analysis of Arabic Hotels’ reviews using morphological, syntactic and semantic features

    Mohammad Al-Smadi;Mahmoud Al-Ayyoub;Yaser Jararweh;Omar Qawasmeh

  • Deep learning for Arabic NLP: A survey

    Mahmoud Al-Ayyoub;Aya Nuseir;Kholoud Alsmearat;Yaser Jararweh

  • Lexicon-based sentiment analysis of Arabic tweets

    Mahmoud Al-Ayyoub;Safa Bani Essa;Izzat Alsmadi

  • Software defined cloud

    Yaser Jararweh;Mahmoud Al-Ayyoub;Ala' Darabseh;Elhadj Benkhelifa

  • Near-Optimal Dynamic Spectrum Allocation in Cellular Networks

    A.P. Subramanian;M. Al-Ayyoub;H. Gupta;S.R. Das

  • Towards Improving the Lexicon-Based Approach for Arabic Sentiment Analysis

    Nawaf A. Abdulla;Nizar A. Ahmed;Mohammed A. Shehab;Mahmoud Al-Ayyoub

  • Multi-agent based dynamic resource provisioning and monitoring for cloud computing systems infrastructure

    Mahmoud Al-Ayyoub;Yaser Jararweh;Mustafa Daraghmeh;Qutaibah Althebyan

  • CloudExp: A comprehensive cloud computing experimental framework

    Yaser Jararweh;Moath H. A. Jarrah;Mazen Kharbutli;Zakarea Alshara

  • Chest X-ray pneumothorax segmentation using U-Net with EfficientNet and ResNet architectures

    Ayat Abedalla;Malak Abdullah;Mahmoud Al-Ayyoub;Elhadj Benkhelifa

  • A new collaborative filtering recommendation algorithm based on dimensionality reduction and clustering techniques

    Hafed Zarzour;Ziad Al-Sharif;Mahmoud Al-Ayyoub;Yaser Jararweh

  • Paraphrase identification and semantic text similarity analysis in Arabic news tweets using lexical, syntactic, and semantic features

    Mohammad AL-Smadi;Zain Jaradat;Mahmoud AL-Ayyoub;Yaser Jararweh

  • Parallel implementation for 3D medical volume fuzzy segmentation

    Shadi AlZu'bi;Mohammed A. Shehab;Mahmoud Al-Ayyoub;Yaser Jararweh

Frequent Co-Authors

Yaser Jararweh
Yaser Jararweh Jordan University of Science and Technology
Brij B. Gupta
Brij B. Gupta Asia University Taiwan
Abdallah Khreishah
Abdallah Khreishah New Jersey Institute of Technology
Mladen A. Vouk
Mladen A. Vouk North Carolina State University
Himanshu Gupta
Himanshu Gupta Stony Brook University
Milind M. Buddhikot
Milind M. Buddhikot Nokia (United States)
Hongtao Lu
Hongtao Lu Shanghai Jiao Tong University
Ion Androutsopoulos
Ion Androutsopoulos Athens University of Economics and Business
David G. Stork
David G. Stork Stanford University
Houbing Song
Houbing Song University of Maryland, Baltimore County

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Related Online Degrees & Career Pathways

Exploring computer science in the USA opens doors to various related online degrees and certifications. For those interested in analytics and big data, the data science learning path offers an affordable and practical way to specialize further. This path is ideal for students who want to delve into areas like machine learning and predictive analysis.

If hardware, circuits, and technology integration appeal to you, pursuing an electrical engineering degree online admissions option can be a valuable next step. These programs are designed to accommodate flexible schedules and enable you to learn cutting-edge skills from anywhere.

For quick career advancement or entry into the tech field, consider easy certifications to get. Certifications can often be completed in a short time and provide a salary boost or specialty credential favored by employers.

Finally, if your goal is to earn a graduate credential fast, the fastest online master's degree options help you accelerate your academic and career journey, making it possible to gain deeper expertise in as little as one year.

Best Scientists Citing Mahmoud Al-Ayyoub

Trending Scientists