Works by Yahyaouy, Ali

Results: 37

A novel decision-making approach based on a decision tree for micro-grid energy management.

Published in:

Indonesian Journal of Electrical Engineering & Computer Science, 2023, v. 30, n. 2, p. 1150, doi. 10.11591/ijeecs.v30.i2.pp1150-1158

By:

Mansoury, Ibtissame;
El Bourakadi, Dounia;
Yahyaouy, Ali;
Boumhidi, Jaouad

Publication type:

Article

Reinventing Alzheimer's Disease Diagnosis: A Federated Learning Approach with Cross-Validation on Multi-Datasets via the Flower Framework.

Published in:

International Journal of Advanced Computer Science & Applications, 2025, v. 16, n. 5, p. 830, doi. 10.14569/ijacsa.2025.0160582

By:

Abdi, Charmarke Moussa;
Ben-Bouazza, Fatima-Ezzahraa;
Yahyaouy, Ali

Publication type:

Article

Road Traffic Prediction Model Using Extreme Learning Machine: The Case Study of Tangier, Morocco.

Published in:

Information (2078-2489), 2020, v. 11, n. 12, p. 542, doi. 10.3390/info11120542

By:

Jiber, Mouna;
Mbarek, Abdelilah;
Yahyaouy, Ali;
Sabri, My Abdelouahed;
Boumhidi, Jaouad

Publication type:

Article

Improved extreme learning machine with AutoEncoder and particle swarm optimization for short-term wind power prediction.

Published in:

Neural Computing & Applications, 2022, v. 34, n. 6, p. 4643, doi. 10.1007/s00521-021-06619-x

By:

El Bourakadi, Dounia;
Yahyaouy, Ali;
Boumhidi, Jaouad

Publication type:

Article

Modeling the correlation between the workload and the power consumed by a server using stochastic and non‐parametric approaches.

Published in:

Software: Practice & Experience, 2022, v. 52, n. 10, p. 2177, doi. 10.1002/spe.3118

By:

El Motaki, Saloua;
Yahyaouy, Ali;
Gualous, Hamid

Publication type:

Article

Weighted binary ELM optimized by the reptile search algorithm, application to credit card fraud detection.

Published in:

Multimedia Tools & Applications, 2024, v. 83, n. 39, p. 86383, doi. 10.1007/s11042-024-19508-x

By:

El Hlouli, Fatima Zohra;
Riffi, Jamal;
Mahraz, Mohamed Adnane;
Yahyaouy, Ali;
El Fazazy, Khalid;
Tairi, Hamid

Publication type:

Article

Fast and accurate localization and mapping method for self-driving vehicles based on a modified clustering particle filter.

Published in:

Multimedia Tools & Applications, 2023, v. 82, n. 12, p. 18435, doi. 10.1007/s11042-022-14111-4

By:

Charroud, Anas;
Moutaouakil, Karim El;
Yahyaouy, Ali

Publication type:

Article

Diabetic retinopathy prediction based on deep learning and deformable registration.

Published in:

Multimedia Tools & Applications, 2022, v. 81, n. 20, p. 28709, doi. 10.1007/s11042-022-12968-z

By:

Oulhadj, Mohammed;
Riffi, Jamal;
Chaimae, Khodriss;
Mahraz, Adnane Mohamed;
Ahmed, Bennis;
Yahyaouy, Ali;
Fouad, Chraibi;
Meriem, Abdellaoui;
Idriss, Benatiya Andaloussi;
Tairi, Hamid

Publication type:

Article

Accident black spots identification based on association rule mining.

Published in:

Bulletin of Electrical Engineering & Informatics, 2024, v. 13, n. 3, p. 2075, doi. 10.11591/eei.v13i3.6135

By:

Mbarek, Abdelilah;
Jiber, Mouna;
Yahyaouy, Ali;
Sabri, Abdelouahed

Publication type:

Article

Optimized extreme learning machine using genetic algorithm for short-term wind power prediction.

Published in:

Bulletin of Electrical Engineering & Informatics, 2024, v. 13, n. 2, p. 1334, doi. 10.11591/eei.v13i2.6476

By:

Mansoury, Ibtissame;
El Bourakadi, Dounia;
Yahyaouy, Ali;
Boumhidi, Jaouad

Publication type:

Article

Fuzzy Classification Approach to Select Learning Objects Based on Learning Styles in Intelligent E-Learning Systems.

Published in:

Informatics, 2024, v. 11, n. 2, p. 29, doi. 10.3390/informatics11020029

By:

Azzi, Ibtissam;
Radouane, Abdelhay;
Laaouina, Loubna;
Jeghal, Adil;
Yahyaouy, Ali;
Tairi, Hamid

Publication type:

Article

Application of Machine Learning Algorithms for Predicting Energy Consumption of Servers.

Published in:

International Journal of Advanced Computer Science & Applications, 2024, v. 15, n. 11, p. 877, doi. 10.14569/ijacsa.2024.0151187

By:

EL YADARI, Meryeme;
EL MOTAKI, Saloua;
YAHYAOUY, Ali;
EL FAZAZY, Khalid;
GUALOUS, Hamid;
MASSON, Stéphane LE

Publication type:

Article

Correction: Multi-task approach based on combined CNN-transformer for efficient segmentation and classification of breast tumors in ultrasound images.

Published in:

Visual Computing for Industry, Biomedicine & Art, 2024, v. 7, n. 1, p. 1, doi. 10.1186/s42492-024-00156-9

By:

Tagnamas, Jaouad;
Ramadan, Hiba;
Yahyaouy, Ali;
Tairi, Hamid

Publication type:

Article

Multi-task approach based on combined CNN-transformer for efficient segmentation and classification of breast tumors in ultrasound images.

Published in:

Visual Computing for Industry, Biomedicine & Art, 2024, v. 7, n. 1, p. 1, doi. 10.1186/s42492-024-00155-w

By:

Tagnamas, Jaouad;
Ramadan, Hiba;
Yahyaouy, Ali;
Tairi, Hamid

Publication type:

Article

INT-FUP: Intuitionistic Fuzzy Pooling.

Published in:

Mathematics (2227-7390), 2024, v. 12, n. 11, p. 1740, doi. 10.3390/math12111740

By:

Rajafillah, Chaymae;
El Moutaouakil, Karim;
Patriciu, Alina-Mihaela;
Yahyaouy, Ali;
Riffi, Jamal

Publication type:

Article

Multi-Agent System Based on the Extreme Learning Machine and Fuzzy Control for Intelligent Energy Management in Microgrid.

Published in:

Journal of Intelligent Systems, 2020, v. 29, n. 1, p. 877, doi. 10.1515/jisys-2018-0125

By:

El Bourakadi, Dounia;
Yahyaouy, Ali;
Boumhidi, Jaouad

Publication type:

Article

A prediction-based model for virtual machine live migration monitoring in a cloud datacenter.

Published in:

Computing, 2021, v. 103, n. 11, p. 2711, doi. 10.1007/s00607-021-00981-3

By:

Motaki, Saloua El;
Yahyaouy, Ali;
Gualous, Hamid

Publication type:

Article

Detecting Fraudulent Transactions Using Stacked Autoencoder Kernel ELM Optimized by the Dandelion Algorithm.

Published in:

Journal of Theoretical & Applied Electronic Commerce Research, 2023, v. 18, n. 4, p. 2057, doi. 10.3390/jtaer18040103

By:

El Hlouli, Fatima Zohra;
Riffi, Jamal;
Sayyouri, Mhamed;
Mahraz, Mohamed Adnane;
Yahyaouy, Ali;
El Fazazy, Khalid;
Tairi, Hamid

Publication type:

Article

An Optimized Gradient Dynamic-Neuro-Weighted-Fuzzy Clustering Method: Application in the Nutrition Field.

Published in:

International Journal of Fuzzy Systems, 2022, v. 24, n. 8, p. 3731, doi. 10.1007/s40815-022-01358-0

By:

El Moutaouakil, Karim;
Yahyaouy, Ali;
Chellak, Saliha;
Baizri, Hicham

Publication type:

Article

Comparative study between exact and metaheuristic approaches for virtual machine placement process as knapsack problem.

Published in:

Journal of Supercomputing, 2019, v. 75, n. 10, p. 6239, doi. 10.1007/s11227-019-02847-0

By:

El Motaki, Saloua;
Yahyaouy, Ali;
Gualous, Hamid;
Sabor, Jalal

Publication type:

Article

A robust energy management approach in two-steps ahead using deep learning BiLSTM prediction model and type-2 fuzzy decision-making controller.

Published in:

Fuzzy Optimization & Decision Making, 2023, v. 22, n. 4, p. 645, doi. 10.1007/s10700-022-09406-y

By:

El Bourakadi, Dounia;
Ramadan, Hiba;
Yahyaouy, Ali;
Boumhidi, Jaouad

Publication type:

Article

XDLL: Explained Deep Learning LiDAR-Based Localization and Mapping Method for Self-Driving Vehicles.

Published in:

Electronics (2079-9292), 2023, v. 12, n. 3, p. 567, doi. 10.3390/electronics12030567

By:

Charroud, Anas;
El Moutaouakil, Karim;
Palade, Vasile;
Yahyaouy, Ali

Publication type:

Article

Localization and Mapping for Self-Driving Vehicles: A Survey.

Published in:

Machines, 2024, v. 12, n. 2, p. 118, doi. 10.3390/machines12020118

By:

Charroud, Anas;
El Moutaouakil, Karim;
Palade, Vasile;
Yahyaouy, Ali;
Onyekpe, Uche;
Eyo, Eyo U.

Publication type:

Article

A novel wind power prediction model using graph attention networks and bi-directional deep learning long and short term memory.

Published in:

International Journal of Electrical & Computer Engineering (2088-8708), 2023, v. 13, n. 6, p. 6847, doi. 10.11591/ijece.v13i6.pp6847-6854

By:

Mansoury, Ibtissame;
El Bourakadi, Dounia;
Yahyaouy, Ali;
Boumhidi, Jaouad

Publication type:

Article

Enhancing hybrid renewable energy performance through deep Q-learning networks improved by fuzzy reward control.

Published in:

International Journal of Electrical & Computer Engineering (2088-8708), 2022, v. 12, n. 4, p. 4302, doi. 10.11591/ijece.v12i4.pp4302-4314

By:

Ameur, Chahinaze;
Faquir, Sanaa;
Yahyaouy, Ali;
Abdelouahed, Sabri

Publication type:

Article

Rapid Localization and Mapping Method Based on Adaptive Particle Filters †.

Published in:

Sensors (14248220), 2022, v. 22, n. 23, p. 9439, doi. 10.3390/s22239439

By:

Charroud, Anas;
El Moutaouakil, Karim;
Yahyaouy, Ali;
Onyekpe, Uche;
Palade, Vasile;
Huda, Md Nazmul

Publication type:

Article

Advancing personalized oncology: a systematic review on the integration of artificial intelligence in monitoring neoadjuvant treatment for breast cancer patients.

Published in:

BMC Cancer, 2024, v. 24, n. 1, p. 1, doi. 10.1186/s12885-024-13049-0

By:

Hachache, Rachida;
Yahyaouy, Ali;
Riffi, Jamal;
Tairi, Hamid;
Abibou, Soukayna;
Adoui, Mohammed El;
Benjelloun, Mohammed

Publication type:

Article

Advancing personalized oncology: a systematic review on the integration of artificial intelligence in monitoring neoadjuvant treatment for breast cancer patients.

Published in:

BMC Cancer, 2024, v. 24, n. 1, p. 1, doi. 10.1186/s12885-024-13049-0

By:

Hachache, Rachida;
Yahyaouy, Ali;
Riffi, Jamal;
Tairi, Hamid;
Abibou, Soukayna;
Adoui, Mohammed El;
Benjelloun, Mohammed

Publication type:

Article

Comparative Study of Filtering Methods for Scientific Research Article Recommendations.

Published in:

Big Data & Cognitive Computing, 2024, v. 8, n. 12, p. 190, doi. 10.3390/bdcc8120190

By:

El Alaoui, Driss;
Riffi, Jamal;
Sabri, Abdelouahed;
Aghoutane, Badraddine;
Yahyaouy, Ali;
Tairi, Hamid

Publication type:

Article

Attention Mechanism and Support Vector Machine for Image-Based E-Mail Spam Filtering.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 87, doi. 10.3390/bdcc7020087

By:

Hnini, Ghizlane;
Riffi, Jamal;
Mahraz, Mohamed Adnane;
Yahyaouy, Ali;
Tairi, Hamid

Publication type:

Article

Implementing a Fuzzy Logic Based Algorithm to Predict Solar and Wind Energies in a Hybrid Renewable Energy System.

Published in:

International Journal of Fuzzy System Applications, 2015, v. 4, n. 3, p. 10, doi. 10.4018/IJFSA.2015070102

By:

Faquir, Sanaa;
Yahyaouy, Ali;
Tairi, Hamid;
Sabor, Jalal

Publication type:

Article

AI-Powered Academic Guidance and Counseling System Based on Student Profile and Interests.

Published in:

Applied System Innovation (ASI), 2024, v. 7, n. 1, p. 6, doi. 10.3390/asi7010006

By:

Majjate, Hajar;
Bellarhmouch, Youssra;
Jeghal, Adil;
Yahyaouy, Ali;
Tairi, Hamid;
Zidani, Khalid Alaoui

Publication type:

Article

Diabetic Retinopathy Prediction Based on Wavelet Decomposition and Modified Capsule Network.

Published in:

Journal of Digital Imaging, 2023, v. 36, n. 4, p. 1739, doi. 10.1007/s10278-023-00813-0

By:

Oulhadj, Mohammed;
Riffi, Jamal;
Khodriss, Chaimae;
Mahraz, Adnane Mohamed;
Bennis, Ahmed;
Yahyaouy, Ali;
Chraibi, Fouad;
Abdellaoui, Meriem;
Andaloussi, Idriss Benatiya;
Tairi, Hamid

Publication type:

Article

Multi-Agent DDPG Based Electric Vehicles Charging Station Recommendation.

Published in:

Energies (19961073), 2023, v. 16, n. 16, p. 6067, doi. 10.3390/en16166067

By:

Bachiri, Khalil;
Yahyaouy, Ali;
Gualous, Hamid;
Malek, Maria;
Bennani, Younes;
Makany, Philippe;
Rogovschi, Nicoleta

Publication type:

Article

A Novel Classification Algorithm Based on the Synergy Between Dynamic Clustering with Adaptive Distances and K-Nearest Neighbors.

Published in:

Journal of Classification, 2024, v. 41, n. 2, p. 264, doi. 10.1007/s00357-024-09471-5

By:

Sabri, Mohammed;
Verde, Rosanna;
Balzanella, Antonio;
Maturo, Fabrizio;
Tairi, Hamid;
Yahyaouy, Ali;
Riffi, Jamal

Publication type:

Article

Taxonomy of optimization algorithms combined with CNN for optimal placement of virtual machines within physical machines in data centers.

Published in:

Energy Informatics, 2024, v. 7, n. 1, p. 1, doi. 10.1186/s42162-024-00386-4

By:

El Yadari, Meryeme;
El Motaki, Saloua;
Yahyaouy, Ali;
Makany, Philippe;
El Fazazy, Khalid;
Gualous, Hamid;
Le Masson, Stéphane

Publication type:

Article

MMPC-RF: A Deep Multimodal Feature-Level Fusion Architecture for Hybrid Spam E-mail Detection.

Published in:

Applied Sciences (2076-3417), 2021, v. 11, n. 24, p. 11968, doi. 10.3390/app112411968

By:

Hnini, Ghizlane;
Riffi, Jamal;
Mahraz, Mohamed Adnane;
Yahyaouy, Ali;
Tairi, Hamid

Publication type:

Article