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Computer Science
Morocco
2026

D-Index & Metrics

Computer Science

D-Index
36
Citations
7985
World Ranking
11047
National Ranking
3

Research.com Recognitions

  • 2026 - Research.com Computer Science in Morocco Leader Award

Overview

Ali Idri is affiliated with Mohammed V University in Morocco and has an extensive publication record primarily in the fields of Computer Science and Medicine. Their research spans areas related to artificial intelligence, healthcare, and medical imaging, with a focus on applying advanced computational techniques to clinical and biomedical problems.

Their recent publications include multiple studies published between 2020 and 2024, covering topics such as disease classification, image processing, and cost-sensitive learning methods. Notable papers include:

  • Data preprocessing for heart disease classification: A systematic literature review (2020), published in Computer Methods and Programs in Biomedicine
  • Deep hybrid architectures for binary classification of medical breast cancer images (2021), published in Biomedical Signal Processing and Control
  • Reviewing Machine Learning and Image Processing Based Decision-Making Systems for Breast Cancer Imaging (2021), published in Journal of Medical Systems
  • Cost-sensitive learning for imbalanced medical data: a review (2024), published in Artificial Intelligence Review
  • Interpretability in the medical field: A systematic mapping and review study (2021), published in Applied Soft Computing

Ali Idri has collaborated frequently with a number of coauthors, reflecting an active network of academic partnerships. These include:

  • Ibtissam Abnane
  • Hasnae Zerouaoui
  • Alain Abran
  • José Luis Fernández-Alemán
  • Taoufik Rachad

The primary publication venues for their research consist of journals and conference proceedings with focuses on artificial intelligence, software evolution, biomedical engineering, and applied computing. These venues include:

  • Scientific African
  • Journal of Software Evolution and Process
  • Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization
  • Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies
  • Artificial Intelligence Review

Their work is situated within several subfields of study, with a particular emphasis on:

  • Artificial Intelligence
  • Radiology, Nuclear Medicine and Imaging
  • Health Information Management
  • Information Systems
  • Computer Networks and Communications

The research topics that Ali Idri has prominently contributed to include:

  • AI in cancer detection
  • Artificial Intelligence in Healthcare
  • Radiomics and Machine Learning in Medical Imaging
  • Imbalanced Data Classification Techniques
  • Software Engineering Research
  • Network Security and Intrusion Detection
  • Anomaly Detection Techniques and Applications

Best Publications

  • A systematic review of gamification in e-Health

    Lamyae Sardi;Ali Idri;José Luis Fernández-Alemán

  • Empirical Studies on Usability of mHealth Apps: A Systematic Literature Review

    Belén Cruz Zapata;José Luis Fernández-Alemán;Ali Idri;Ambrosio Toval

  • Automated Methods for Detection and Classification Pneumonia Based on X-Ray Images Using Deep Learning

    Khalid El Asnaoui;Youness Chawki;Ali Idri

  • Can neural networks be easily interpreted in software cost estimation

    A. Idri;T.M. Khoshgoftaar;A. Abran

  • Analogy-based software development effort estimation: A systematic mapping and review

    Ali Idri;Fatima azzahra Amazal;Alain Abran

  • Usability evaluation of mobile applications using ISO 9241 and ISO 25062 standards.

    Karima Moumane;Ali Idri;Alain Abran

  • Reviewing ensemble classification methods in breast cancer.

    Mohamed Hosni;Ibtissam Abnane;Ali Idri;Juan M. Carrillo de Gea

  • Software Development Effort Estimation Using Regression Fuzzy Models

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

  • Systematic literature review of ensemble effort estimation

    Ali Idri;Mohamed Hosni;Alain Abran

  • Requirements engineering education: a systematic mapping study

    Sofia Ouhbi;Ali Idri;José Luis Fernández-Alemán;Ambrosio Toval

  • COCOMO cost model using fuzzy logic

    Ali Idri;Alain Abran;Laïla Kjiri

  • Estimating software project effort by analogy based on linguistic values

    A. Idri;A. Abran;T.M. Khoshgoftaar

  • Data preprocessing for heart disease classification: A systematic literature review.

    H. Benhar;A. Idri;J.L. Fernández-Alemán

  • Fuzzy Analogy: A New Approach for Software Cost Estimation

    Ali Idri;Alain Abran;Taghi M. Khosgoftaar

  • A fuzzy logic based set of measures for software project similarity: validation and possible improvements

    A. Idri;A. Abran

  • Deep hybrid architectures for binary classification of medical breast cancer images

    Hasnae Zerouaoui;Ali Idri

  • Improved estimation of software development effort using Classical and Fuzzy Analogy ensembles

    Ali Idri;Mohamed Hosni;Alain Abran

  • Mobile PHRs Compliance with Android and iOS Usability Guidelines

    Belén Cruz Zapata;Antonio Hernández Niñirola;Ali Idri;José Luis Fernández-Alemán

  • Knowledge discovery in cardiology: A systematic literature review

    I. Kadi;A. Idri;J.L. Fernandez-Aleman

  • Reviewing Machine Learning and Image Processing Based Decision-Making Systems for Breast Cancer Imaging

    Hasnae Zerouaoui;Ali Idri

  • Design of Radial Basis Function Neural Networks for Software Effort Estimation

    Ali Idri;Abdelali Zakrani;Azeddine Zahi

  • Missing data techniques in analogy-based software development effort estimation

    Ali Idri;Ibtissam Abnane;Alain Abran

Frequent Co-Authors

Alain Abran
Alain Abran École de Technologie Supérieure
Ali Bou Nassif
Ali Bou Nassif University of Sharjah
Taghi M. Khoshgoftaar
Taghi M. Khoshgoftaar Florida Atlantic University
Emilia Mendes
Emilia Mendes Aarhus University
Félix García
Félix García University of Castilla-La Mancha

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