World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
40
Citations
7732
World Ranking
9223
National Ranking
39

Overview

Ali Bou Nassif is affiliated with the University of Sharjah in the United Arab Emirates. Their research primarily focuses on computer science, with a significant number of publications in artificial intelligence and subfields such as signal processing, information systems, computer vision and pattern recognition, and computer networks and communications.

The main research topics covered by Ali Bou Nassif include:

  • Speech and Audio Processing
  • Speech Recognition and Synthesis
  • Software Engineering Research
  • Music and Audio Processing
  • Anomaly Detection Techniques and Applications
  • Software Reliability and Analysis Research
  • Network Security and Intrusion Detection

Notable recent papers by Ali Bou Nassif are:

  • "Machine Learning for Anomaly Detection: A Systematic Review," 2021, IEEE Access
  • "Breast cancer detection using artificial intelligence techniques: A systematic literature review," 2022, Artificial Intelligence in Medicine

Ali Bou Nassif has also collaborated frequently with several co-authors. The most frequent collaborators include:

  • Ismail Shahin
  • Ashraf Elnagar
  • Mohammad Azzeh
  • Manar Abu Talib
  • Qassim Nasir

The scientist's publications have appeared in a variety of venues, with multiple contributions to the following sources:

  • arXiv (Cornell University)
  • Neural Computing and Applications
  • 2022 Advances in Science and Engineering Technology International Conferences (ASET)
  • SSRN Electronic Journal
  • IEEE Access

Ali Bou Nassif has contributed to book publications, including a title published by Springer Science+Business Media:

  • "Information, Communication and Computing Technology," 2023

The body of work exemplifies contributions to fields such as artificial intelligence, signal processing, and network security, with research spanning various established publishing platforms and collaborative networks. The emphasis on topics such as anomaly detection and machine learning further indicates a focus on contemporary challenges in computer science.

Best Publications

  • Speech Recognition Using Deep Neural Networks: A Systematic Review

    Ali Bou Nassif;Ismail Shahin;Imtinan Basem Attili;Mohammad Azzeh

  • Machine Learning for Anomaly Detection: A Systematic Review

    Ali Bou Nassif;Manar Abu Talib;Qassim Nasir;Fatima Mohamad Dakalbab

  • Performance Analysis of Hyperledger Fabric Platforms

    Qassim Nasir;Ilham A. Qasse;Manar Abu Talib;Ali Bou Nassif

  • Dimensionality reduction with IG-PCA and ensemble classifier for network intrusion detection

    Fadi Salo;Ali Bou Nassif;Ali Bou Nassif;Aleksander Essex

  • Multi-Stage Optimized Machine Learning Framework for Network Intrusion Detection

    MohammadNoor Injadat;Abdallah Moubayed;Ali Bou Nassif;Abdallah Shami

  • Towards an early software estimation using log-linear regression and a multilayer perceptron model

    Ali Bou Nassif;Danny Ho;Luiz Fernando Capretz

  • Multi-Stage Optimized Machine Learning Framework for Network Intrusion Detection

    MohammadNoor Injadat;Abdallah Moubayed;Ali Bou Nassif;Abdallah Shami

  • Bayesian Optimization with Machine Learning Algorithms Towards Anomaly Detection

    MohammadNoor Injadat;Fadi Salo;Ali Bou Nassif;Aleksander Essex

  • Data mining techniques in social media

    MohammadNoor Injadat;Fadi Salo;Ali Bou Nassif

  • Software Development Effort Estimation Using Regression Fuzzy Models

    Ali Bou Nassif;Ali Bou Nassif;Mohammad Azzeh;Ali Idri;Alain Abran

  • E-Learning: Challenges and Research Opportunities Using Machine Learning & Data Analytics

    Abdallah Moubayed;Mohammadnoor Injadat;Ali Bou Nassif;Hanan Lutfiyya

  • Systematic ensemble model selection approach for educational data mining

    MohammadNoor Injadat;Abdallah Moubayed;Ali Bou Nassif;Ali Bou Nassif;Abdallah Shami

  • Emotion Recognition Using Hybrid Gaussian Mixture Model and Deep Neural Network

    Ismail Shahin;Ali Bou Nassif;Shibani Hamsa

  • Machine Learning for Cloud Security: A Systematic Review

    Ali Bou Nassif;Manar Abu Talib;Qassim Nasir;Halah Albadani

  • Neural network models for software development effort estimation: a comparative study

    Ali Bou Nassif;Mohammad Azzeh;Luiz Fernando Capretz;Danny Ho

  • Data Mining Techniques in Intrusion Detection Systems: A Systematic Literature Review

    Fadi Salo;Mohammadnoor Injadat;Ali Bou Nassif;Abdallah Shami

  • An empirical evaluation of ensemble adjustment methods for analogy-based effort estimation

    Mohammad Azzeh;Ali Bou Nassif;Leandro L. Minku

  • A hybrid model for estimating software project effort from Use Case Points

    Mohammad Azzeh;Ali Bou Nassif

  • Deep learning for Arabic subjective sentiment analysis: Challenges and research opportunities

    Ali Bou Nassif;Ashraf Elnagar;Ismail Shahin;Safaa Henno

  • Machine learning towards intelligent systems: applications, challenges, and opportunities

    MohammadNoor Injadat;Abdallah Moubayed;Ali Bou Nassif;Ali Bou Nassif;Abdallah Shami

  • Estimating Software Effort Based on Use Case Point Model Using Sugeno Fuzzy Inference System

    Ali Bou Nassif;Luiz Fernando Capretz;Danny Ho

  • Estimating Software Effort Using an ANN Model Based on Use Case Points

    Ali Bou Nassif;Luiz Fernando Capretz;Danny Ho

  • A Treeboost Model for Software Effort Estimation Based on Use Case Points

    Ali Bou Nassif;Luiz Fernando Capretz;Danny Ho;Mohammad Azzeh

  • Multi-split Optimized Bagging Ensemble Model Selection for Multi-class Educational Data Mining

    MohammadNoor Injadat;Abdallah Moubayed;Ali Bou Nassif;Ali Bou Nassif;Abdallah Shami

Frequent Co-Authors

Luiz Fernando Capretz
Luiz Fernando Capretz University of Western Ontario
Abdallah Shami
Abdallah Shami Western University Canada
Alain Abran
Alain Abran École de Technologie Supérieure
Ali Idri
Ali Idri Mohammed V University
Said A. Salloum
Said A. Salloum Horizon University College
Kemal Polat
Kemal Polat Abant Izzet Baysal University
Leandro L. Minku
Leandro L. Minku University of Birmingham
Cagatay Catal
Cagatay Catal Qatar University
Khaled Shaalan
Khaled Shaalan British University in Dubai
Rifat Hamoudi
Rifat Hamoudi University of Sharjah

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