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Khadija Douzi

Observed names: DOUZI Khadija, Douzi Khadija, Douzi, Khadija, K. Douzi
ORCID: 0000-0002-7633-2584
Observed ORCID: 0000-0002-7633-2584
OpenAlex ID: A5029130476
Intrusion detection systems using long short-term memory (LSTM)
2021 · FatimaEzzahra Laghrissi, Samira Douzi, et al. · Journal Of Big Data · 360
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Air-pollution prediction in smart city, deep learning approach
2021 · Abdellatif Bekkar, Badr Hssina, et al. · Journal Of Big Data · 339
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IDS-attention: an efficient algorithm for intrusion detection systems using attention mechanism
2021 · FatimaEzzahra Laghrissi, Samira Douzi, et al. · Journal Of Big Data · 80
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An LSTM and GRU based trading strategy adapted to the Moroccan market
2021 · Yassine Touzani, Khadija Douzi · Journal Of Big Data · 67
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Integrated Iot Approaches for Crop Recommendation and Yield-Prediction Using Machine-Learning
2024 · Mohamed Bouni, Badr Hssina, et al. · IoT · 55
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Towards an Efficient Recommender Systems in Smart Agriculture: A deep reinforcement learning approach
2022 · Mohamed Bouni, Badr Hssina, et al. · Procedia Computer Science · 41
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Interpretable Machine Learning Techniques for an Advanced Crop Recommendation Model
2024 · Mohamed Bouni, Badr Hssina, et al. · Journal of Electrical and Computer Engineering · 40
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Adaptive Routing Protocol for Lifetime Maximization in Multi-Constraint Wireless Sensor Networks
2018 · Fouad El Hajji, Cherkaoui Leghris, et al. · Journal of Communications and Information Networks · 37
Synergistic use of handcrafted and deep learning features for tomato leaf disease classification
2024 · Mohamed Bouni, Badr Hssina, et al. · Scientific Reports · 27
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Towards more efficient CNN-based surgical tools classification using transfer learning
2021 · Jaafar Jaafari, Samira Douzi, et al. · Journal Of Big Data · 25
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Impact of Pretrained Deep Neural Networks for Tomato Leaf Disease Prediction
2023 · Mohamed Bouni, Badr Hssina, et al. · Journal of Electrical and Computer Engineering · 23
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Real-time AIoT platform for monitoring and prediction of air quality in Southwestern Morocco
2024 · Abdellatif Bekkar, Badr Hssina, et al. · PLoS ONE · 16
Toward an E-orientation platform: Using hybrid recommendation systems
2016 · Ghanjaoui Meryem, Khadija Douzi, et al. · International Conference on Intelligent Systems: Theories and Applications · 15
The impact of ensemble learning on surgical tools classification during laparoscopic cholecystectomy
2022 · Jaafar Jaafari, Samira Douzi, et al. · Journal Of Big Data · 14
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Implementation of a Computerized System for the Orientation of the Moroccan Student in the University
2015 · Guerss Fatima zahra, Aitdaoud Mohammed, et al. · Procedia - Social and Behavioral Sciences · 12
Air Quality Forecasting using decision trees algorithms
2022 · Abdellatif Bekkar, Badr Hssina, et al. · International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) · 11
Modelization of cognition, activity and motivation as indicators for Interactive Learning Environment
2017 · Asmaa Darouich, Faddoul Khoukhi, et al. · Advances in Science Technology and Engineering Systems Journal · 10
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Lightweight deep learning model with spatial attention for accurate and efficient breast cancer prediction
2026 · Jaafar Jaafari, Hind Ezzine, et al. · Scientific Reports · 7
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AI-driven skin cancer detection from smartphone images: A hybrid model using ViT, adaptive thresholding, black-hat transformation, and XGBoost
2025 · Adil El Mertahi, Hind Ezzine, et al. · PLoS ONE · 7
Towards a new ontology of the Moroccan Post-baccalaureate learner profile for the E-orientation system MMSyOrientation
2015 · Iosr Journals, Guerss, Fatima Zahra, et al. · Figshare · 7
Transformer-Based Model for Multi-Horizon Forecasting Ozone in Marrakech city, Morocco
2023 · Abdellatif Bekkar, Badr Hssina, et al. · International Conference on Intelligent Systems: Theories and Applications · 6
Optimizing WSN lifetime based on a new centrality multi-criteria routing approach
2018 · El Hajji Fouad, Leghris Cherkaoui, et al. · International Conference on Advanced Communication Technologies and Networking (CommNet) · 6
Standardized modeling learners ontology «SLMonto» to support interactive learning environment
2015 · Mohammed Aitdaoud, Fatima Zahra Guerss, et al. · Information and Communication Technologies and Accessibility · 6
An Overview on the Use of Artificial Intelligence in Adaptive Learning: Comparative Study
2020 · Ayoub Arroub, Badr Hssina, et al. · Advances in intelligent systems and computing · 5
Towards a computerized system of pedagogical orientation to succeed in Morocco University
2016 · GUERSS Fatima zahra, AITDAOUD Mohammed, et al. · Global Journal of Guidance and Counseling in Schools Current Perspectives · 5
Works count: 43
Citation count: 1,246
H-index: 14
I10-index: 17
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