Ali Yahyaouy

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 46

Top Topics

Prediction Model

Extreme Learning Machine

Top Venues

Int. J. Cloud Comput.

Multim. Tools Appl.

Vis. Comput. Ind. Biomed. Art

Neural Comput. Appl.

Publications

Jaouad Tagnamas, Hiba Ramadan, Ali Yahyaouy, Hamid Tairi
Multi-task approach based on combined CNN-transformer for efficient segmentation and classification of breast tumors in ultrasound images. Vis. Comput. Ind. Biomed. Art 7 (1) (2024)
Mohammed Sabri, Rosanna Verde, Antonio Balzanella, Fabrizio Maturo, Hamid Tairi, Ali Yahyaouy, Jamal Riffi
A Novel Classification Algorithm Based on the Synergy Between Dynamic Clustering with Adaptive Distances and K-Nearest Neighbors. J. Classif. 41 (2) (2024)
Mohammed Oulhadj, Jamal Riffi, Khodriss Chaimae, Mohamed Adnane Mahraz, Ali Yahyaouy, Abdellaoui Meriem, Benatiya Andaloussi Idriss, Hamid Tairi
Diabetic retinopathy prediction based on vision transformer and modified capsule network. Comput. Biol. Medicine 175 (2024)
Jaouad Tagnamas, Hiba Ramadan, Ali Yahyaouy, Hamid Tairi
Correction: Multi-task approach based on combined CNN-transformer for efficient segmentation and classification of breast tumors in ultrasound images. Vis. Comput. Ind. Biomed. Art 7 (1) (2024)
Fatima Zohra El Hlouli, Jamal Riffi, Mohamed Adnane Mahraz, Ali Yahyaouy, Khalid El Fazazy, Hamid Tairi
Credit Card Fraud Detection: Addressing Imbalanced Datasets with a Multi-phase Approach. SN Comput. Sci. 5 (1) (2024)
Anass Fahfouh, Jamal Riffi, Mohamed Adnane Mahraz, Ali Yahyaouy, Hamid Tairi
A Contextual Relationship Model for Deceptive Opinion Spam Detection. IEEE Trans. Neural Networks Learn. Syst. 35 (1) (2024)
Jaouad Tagnamas, Hiba Ramadan, Ali Yahyaouy, Hamid Tairi
A novel MLP-Mixer and channel attention based network for medical image segmentation. ISIVC (2024)
Amine Kassimi, Jamal Riffi, Khalid El Fazazy, Thierry Bertin Gardelle, Hamza Mouncif, Mohamed Adnane Mahraz, Ali Yahyaouy, Hamid Tairi
1D CNNs and face-based random walks: A powerful combination to enhance mesh understanding and 3D semantic segmentation. Comput. Aided Geom. Des. 113 (2024)
Anas Charroud, Karim El Moutaouakil, Vasile Palade, Ali Yahyaouy
Enhanced autoencoder-based LiDAR localization in self-driving vehicles. Appl. Soft Comput. 152 (2024)
Imane El Manaa, Fadwa Benjelloun, My Abdelouahed Sabri, Ali Yahyaouy, Abdellah Aarab
Autonomous approach for moving object detection and classification in road applications. Int. J. Comput. Aided Eng. Technol. 18 (1/2/3) (2023)
Fatima Zohra El Hlouli, Jamal Riffi, Mhamed Sayyouri, Mohamed Adnane Mahraz, Ali Yahyaouy, Khalid El Fazazy, Hamid Tairi
Detecting Fraudulent Transactions Using Stacked Autoencoder Kernel ELM Optimized by the Dandelion Algorithm. J. Theor. Appl. Electron. Commer. Res. 18 (4) (2023)
Khalil Bachiri, Faouzi Boufarès, Maria Malek, Nicoleta Rogovschi, Ali Yahyaouy
Multi -View Clustering Using Sparse Non-Negative Matrix Factorization for Recommendation Systems. ICMLA (2023)
Mouhssine El Atillah, Khalid El Fazazy, Jamal Riffi, Ali Yahyaouy
MG-CNN: Morphological gradient convolutional neural network for classification of arabic styles. Signal Image Video Process. 17 (5) (2023)
Imad Lamouik, Ali Yahyaouy, My Abdelouahed Sabri
Distributed multi-cluster dynamic Q-routing for large size traffic grids. Int. J. Cloud Comput. 12 (2/3/4) (2023)
Saloua El Motaki, Badr Hirchoua, Ali Yahyaouy
A new fuzzy MLE-clustering approach based on object-to-group probabilistic distance measure: from anomaly detection to multi-fault classification in datacenter computational nodes. J. Ambient Intell. Humaniz. Comput. 14 (9) (2023)
Dounia El Bourakadi, Hiba Ramadan, Ali Yahyaouy, Jaouad Boumhidi
A robust energy management approach in two-steps ahead using deep learning BiLSTM prediction model and type-2 fuzzy decision-making controller. Fuzzy Optim. Decis. Mak. 22 (4) (2023)
Ghizlane Hnini, Jamal Riffi, Mohamed Adnane Mahraz, Ali Yahyaouy, Hamid Tairi
Attention Mechanism and Support Vector Machine for Image-Based E-Mail Spam Filtering. Big Data Cogn. Comput. 7 (2) (2023)
Mohammed Oulhadj, Jamal Riffi, Khodriss Chaimae, Adnane Mohamed Mahraz, Bennis Ahmed, Ali Yahyaouy, Chraibi Fouad, Abdellaoui Meriem, Benatiya Andaloussi Idriss, Hamid Tairi
Diabetic Retinopathy Prediction Based on Wavelet Decomposition and Modified Capsule Network. J. Digit. Imaging 36 (4) (2023)
Anas Charroud, Karim El Moutaouakil, Ali Yahyaouy
Fast and accurate localization and mapping method for self-driving vehicles based on a modified clustering particle filter. Multim. Tools Appl. 82 (12) (2023)
Meryeme El Yadari, Ali Yahyaouy, Stéphane Le Masson, Khalid El Fazazy, Hamid Gualous
Study of the correlation between server resources utilization and energy consumption. ICSC (2022)
Mohammed Oulhadj, Jamal Riffi, Khodriss Chaimae, Adnane Mohamed Mahraz, Bennis Ahmed, Ali Yahyaouy, Chraibi Fouad, Abdellaoui Meriem, Benatiya Andaloussi Idriss, Hamid Tairi
Diabetic retinopathy prediction based on deep learning and deformable registration. Multim. Tools Appl. 81 (20) (2022)
Anas Charroud, Karim El Moutaouakil, Ali Yahyaouy, Uche Onyekpe, Vasile Palade, Md Nazmul Huda
Rapid Localization and Mapping Method Based on Adaptive Particle Filters. Sensors 22 (23) (2022)
Dounia El Bourakadi, Ali Yahyaouy, Jaouad Boumhidi
Improved extreme learning machine with AutoEncoder and particle swarm optimization for short-term wind power prediction. Neural Comput. Appl. 34 (6) (2022)
Saloua El Motaki, Ali Yahyaouy, Hamid Gualous
Modeling the correlation between the workload and the power consumed by a server using stochastic and non-parametric approaches. Softw. Pract. Exp. 52 (10) (2022)
Driss El Alaoui, Jamal Riffi, Abdelouahed Sabri, Badraddine Aghoutane, Ali Yahyaouy, Hamid Tairi
Deep GraphSAGE-based recommendation system: jumping knowledge connections with ordinal aggregation network. Neural Comput. Appl. 34 (14) (2022)
Karim El Moutaouakil, Ali Yahyaouy, Saliha Chellak, Hicham Baizri
An Optimized Gradient Dynamic-Neuro-Weighted-Fuzzy Clustering Method: Application in the Nutrition Field. Int. J. Fuzzy Syst. 24 (8) (2022)
Dounia El Bourakadi, Ali Yahyaouy, Jaouad Boumhidi
Intelligent energy management for micro-grid based on deep learning LSTM prediction model and fuzzy decision-making. Sustain. Comput. Informatics Syst. 35 (2022)
Ghizlane Hnini, Anass Fahfouh, Jamal Riffi, Mohamed Adnane Mahraz, Ali Yahyaouy, Hamid Tairi
Spam filtering based on PV-DBOW model. Int. J. Data Anal. Tech. Strateg. 13 (4) (2021)
Saloua El Motaki, Ali Yahyaouy, Hamid Gualous, Jalal Sabor
A new weighted fuzzy C-means clustering for workload monitoring in cloud datacenter platforms. Clust. Comput. 24 (4) (2021)
Khalid Al Fararni, Fouad Nafis, Badraddine Aghoutane, Ali Yahyaouy, Jamal Riffi, My Abdelouahed Sabri
Hybrid recommender system for tourism based on big data and AI: A conceptual framework. Big Data Min. Anal. 4 (1) (2021)
Saloua El Motaki, Ali Yahyaouy, Hamid Gualous
A prediction-based model for virtual machine live migration monitoring in a cloud datacenter. Computing 103 (11) (2021)
Fouad Nafis, Badraddine Aghoutane, Ali Yahyaouy
Semantic integration of Moroccan cultural heritage using CIDOC CRM: case of Drâa-Tafilalet zone. Int. J. Cloud Comput. 10 (5/6) (2021)
Khalid Al Fararni, Badraddine Aghoutane, Ali Yahyaouy, Jamal Riffi, Abdelouahed Sabri
Tourism recommender systems: an overview. Int. J. Cloud Comput. 10 (5/6) (2021)
Driss El Alaoui, Jamal Riffi, Badraddine Aghoutane, My Abdelouahed Sabri, Ali Yahyaouy, Hamid Tairi
Overview of the Main Recommendation Approaches for the Scientific Articles. CBI (2021)
Ibtissam Azzi, Adil Jeghal, Abdelhay Radouane, Ali Yahyaouy, Hamid Tairi
A robust classification to predict learning styles in adaptive E-learning systems. Educ. Inf. Technol. 25 (1) (2020)
Dounia El Bourakadi, Ali Yahyaouy, Jaouad Boumhidi
Multi-Agent System Based on the Extreme Learning Machine and Fuzzy Control for Intelligent Energy Management in Microgrid. J. Intell. Syst. 29 (1) (2020)
Driss El Alaoui, Jamal Riffi, Badraddine Aghoutane, My Abdelouahed Sabri, Ali Yahyaouy, Hamid Tairi
Collaborative Filtering: Comparative Study Between Matrix Factorization and Neural Network Method. NETYS (2020)
Mouna Jiber, Abdelilah Mbarek, Ali Yahyaouy, My Abdelouahed Sabri, Jaouad Boumhidi
Road Traffic Prediction Model Using Extreme Learning Machine: The Case Study of Tangier, Morocco. Inf. 11 (12) (2020)
Anass Fahfouh, Jamal Riffi, Mohamed Adnane Mahraz, Ali Yahyaouy, Hamid Tairi
PV-DAE: A hybrid model for deceptive opinion spam based on neural network architectures. Expert Syst. Appl. 157 (2020)
Saloua El Motaki, Ali Yahyaouy, Hamid Gualous, Jalal Sabor
Comparative study between exact and metaheuristic approaches for virtual machine placement process as knapsack problem. J. Supercomput. 75 (10) (2019)
Dounia El Bourakadi, Ali Yahyaouy, Jaouad Boumhidi
Multi-agent system based sequential energy management strategy for Micro-Grid using optimal weighted regularized extreme learning machine and decision tree. Intell. Decis. Technol. 13 (4) (2019)
Mohammed Tahifa, Jaouad Boumhidi, Ali Yahyaouy
Multi-agent reinforcement learning-based approach for controlling signals through adaptation. Int. J. Auton. Adapt. Commun. Syst. 11 (2) (2018)
Otmane Stit, Jamal Riffi, Ali Yahyaouy, Hamid Tairi
Comparative Study of Different Association Rule Methods. CIST (2018)
Imad Lamouik, Ali Yahyaouy, My Abdelouahed Sabri
Smart multi-agent traffic coordinator for autonomous vehicles at intersections. ATSIP (2017)
Sanaa Faquir, Ali Yahyaouy, Hamid Tairi, Jalal Sabor
Energy management in a hybrid PV/wind/battery system using a type-1 fuzzy logic computer algorithm. Int. J. Intell. Eng. Informatics 4 (3/4) (2016)
Sanaa Faquir, Ali Yahyaouy, Hamid Tairi, Jalal Sabor
Implementing a Fuzzy Logic Based Algorithm to Predict Solar and Wind Energies in a Hybrid Renewable Energy System. Int. J. Fuzzy Syst. Appl. 4 (3) (2015)