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Mustapha Bouakkaz

Observed names: Bouakkaz Mustapha, M. Bouakkaz
ORCID: 0000-0003-0838-2069
Observed ORCID: 0000-0003-0838-2069
OpenAlex ID: A5037658946
Combine clustering and frequent itemsets mining to enhance biomedical text summarization
2019 · Oussama Rouane, Hacene Belhadef, et al. · Expert Systems with Applications · 45
Enhanced classification of medicinal plants using deep learning and optimized CNN architectures
2025 · Hicham Bouakkaz, Mustapha Bouakkaz, et al. · Heliyon · 33
Advancing precision in breast cancer detection: a fusion of vision transformers and CNNs for calcification mammography classification
2024 · Saida Sarra Boudouh, Mustapha Bouakkaz · Applied Intelligence · 23
Breast cancer: toward an accurate breast tumor detection model in mammography using transfer learning techniques
2023 · Saida Sarra Boudouh, Mustapha Bouakkaz · Multimedia Tools and Applications · 23
Breast Cancer: Using Deep Transfer Learning Techniques AlexNet Convolutional Neural Network For Breast Tumor Detection in Mammography Images
2022 · Saida Sarra Boudouh, Mustapha Bouakkaz · International Conference on Image and Signal Processing and their Applications (ISPA) · 23
An arabic visual speech recognition framework with CNN and vision transformers for lipreading
2024 · Ali Baaloul, Nadjia Benblidia, et al. · Multimedia Tools and Applications · 20
Breast cancer: new mammography dual-view classification approach based on pre-processing and transfer learning techniques
2023 · Saida Sarra Boudouh, Mustapha Bouakkaz · Multimedia Tools and Applications · 19
Textual aggregation approaches in OLAP context: A survey
2017 · Mustapha Bouakkaz, Youcef Ouinten, et al. · International Journal of Information Management · 16
Breast Cancer: Breast Tumor Detection Using Deep Transfer Learning Techniques in Mammogram Images
2022 · Saida Sarra Boudouh, Mustapha Bouakkaz · 15
New enhanced breast tumor detection approach in mammogram scans based on pre-processing and deep transfer learning techniques
2023 · Saida Sarra Boudouh, Mustapha Bouakkaz · Multimedia Tools and Applications · 14
Efficiently mining frequent itemsets applied for textual aggregation
2017 · Mustapha Bouakkaz, Youcef Ouinten, et al. · Applied Intelligence · 13
DMThreatNet: a hybrid data mining framework for early cybersecurity threat detection using ensemble intelligence
2026 · Sathishkumar Veerappampalayam Easwaramoorthy, Mustapha Bouakkaz, et al. · Journal of King Saud University - Computer and Information Sciences · 10
OLAP textual aggregation approach using the Google similarity distance
2016 · Mustapha Bouakkaz, Sabile Loudcher, et al. · International Journal of Business Intelligence and Data Mining · 10
Enhanced breast mass mammography classification approach based on pre-processing and hybridization of transfer learning models
2023 · Saida Sarra Boudouh, Mustapha Bouakkaz · Journal of Cancer Research and Clinical Oncology · 9
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Artificial Intelligence in Education: Emerging Trends, Ethical Considerations, and Future Directions
2024 · Houda Boumediene, Mustapha Bouakkaz · Advances in educational technologies and instructional design book series · 8
Automatic textual aggregation approach of scientific articles in OLAP context
2014 · Bouakkaz Mustapha, Loudcher Sabine, et al. · International Conference on Innovations in Information Technology · 8
Changes in homework submission patterns with the advent of AI tools: a high school perspective
2024 · Houda Boumediene, Mustapha Bouakkaz · STUDIES IN EDUCATION SCIENCES · 5
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Vertical fragmentation of data warehouses using the FP-Max algorithm
2012 · M. Bouakkaz, Y. Ouinten, et al. · International Conference on Innovations in Information Technology · 5
Breast Tumor Detection In Mammogram Images Using Convolutional Neural Networks
2022 · Saida Sarra Boudouh, Mustapha Bouakkaz · International Conference on Sciences of Electronics, Technologies of Information and Telecommunications · 4
Word Embedding-Based Biomedical Text Summarization
2019 · Oussama Rouane, Hacene Belhadef, et al. · Advances in intelligent systems and computing · 4
The role of pre-processing, machine, and deep learning approaches in advancing breast cancer diagnosis and detection using different data modalities: a review
2025 · Saida Sarra Boudouh, Mustapha Bouakkaz · Multimedia Tools and Applications · 3
Breast abnormalities classification using pre-processing and deep transfer learning techniques
2024 · Saida Sarra Boudouh, Mustapha Bouakkaz · IET conference proceedings. · 3
Breast cancer: deep transfer learning techniques for breast tumor detection in mammography
2023 · S. S. Boudouh, M. Bouakkaz · IET conference proceedings. · 3
Teaching Literature through YouTube Videos: A Case Study
2019 · Houda Boumediene, Fatiha Berrahal, et al. · the Proceedings of the World Conference on Future of Education · 3
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Sentiment Analysis-Driven Approach for Enhancing Arabic Fake News Detection Using Machine and Deep Learning
2026 · Asma Chatta, Mustapha Bouakkaz, et al. · International Journal of Informatics and Applied Mathematics · 2
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Works count: 42
Citation count: 338
H-index: 11
I10-index: 13
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