Machine Learning and Computational Methods: Theory and Applications

Y. El Aadraoui, Abdelghani Ghazdali and Amine Laghrib, WGAN-LDA: Wasserstein Generative Adversarial Networks with Linear Discriminant Analysis Embedding.- Ayoub Skouta, Abdelali Elmoufidi, Said Jai-Andaloussi, Ouail Ouchetto, Progressive Transfer Learning with EfficientNetV2B3 for Multi-Class OCT Image Classification.- Nasreddine HAFIDI, Amine EL HOSSI, Salah El BIKRI, Mourad NACHAOUI, A Comparative Study of Machine Learning Algorithms for Type 2 Diabetes Prediction.- Amine El Hossi, Ayman Mazzouz, Abdelali Elmoufidi, Mourad Nachaoui, Deep Learning and Machine Learning Fusion for Medical Image Classification: Application to Diabetic Retinopathy Detection.- Yassine El Aadraoui, Soukaina Elharouri, Abdelghani Ghazdali, Amine Laghrib, Decoding the Hidden Heartbeat: Copula-Based Fetal ECG Extraction.- Hind Hafsi, Abdelghani Ghazdali and Amine Laghrib, CIPS-Lite: Copula-Based Regularization for Poisson Image Denoising.- Abdellah Jarmouni, Imane El Malki, Moad Hakim, Amine Laghrib, Neural Interpolation for Single Image Super-Resolution: A Bilevel Learning Approach with Plug-and-Play Denoising.- Marouane Baadi, Zakaria Khoudi, Lekbir Afraites, and Soufiane Lyaqini, Machine Learning Based Classification of As-sister Roles in Football.- Mustapha Maouhoub, Abdelali Elmoufidi and Mourad Nachaoui, Efficient Super-Resolution via Structured Channel Pruning.- Amine El Hossi, Nasreddine Hafisi and Mourad Nachaoui, A Systematic Benchmark of EfficientNet Feature Extractors with Heterogeneous Machine Learning Classifiers for Binary Diabetic Retinopathy Detection from Fundus Imagess.- Hamza Ouhakki and Abdelali Elmoufidi, A Scalable Approach for Brain Tumor Detection in the Hadoop-Spark Ecosystem.- Naima El Haoud and Imane Bekkaoui, An AI-Driven Decision-Making Framework for Strategic Optimization in the Renewable Energy Sector.- Ilyas Quafou, Lekbir Afraites and Soufiane Lyaqini, Enhanced Breast Cancer Classification from Ultrasound Images Using GLCM and Chi-Square Feature Selection.- Wafa Oulad Benaissa and Smail Kabbaj, Forecasting Sustainable Financial Performance Using LSTM: An AI-Driven Approach Integrating ESG and Digitalization.- Wahiba Ignammas, Hind Hafsi and Abdelghani Ghazdali, Image Denoising Using a GAN-Based Symmetric Encoder-Decoder Model.- Ayman MAZZOUZ, Abdelali ELMOUFIDI, Anouar HESBAOUI, Amine EL HOSSI, Hybrid ARIMA-LSTM Model for Predicting Moroccan Stock Market Indicators.- Mohamed Ziouane, Mourad Nachaoui, Recovery of Mortality and Contamination Rates in a Spatial Honeybee Model Using Regularized Conjugate Gradient Optimization.- Soufiane El Aamrani, Abdelali Elmoufidi, Mohammed Erritali, Anass Abdelhamid El Alami, A Comparative Study of Transfer Learning and Machine Learning Classifiers for Breast Cancer Histopathology Image Classification.- M. Baadi, Zakaria Khoudi, Lekbir Afraites, and Soufiane Lyaqini, Machine Learning Prediction of Football Match Goals Based on Betting Odds.