Search Results - "Dilmi, Mohamed Djallel"

Context Normalization Layer with Applications by Faye, Bilal, Azzag, Hanane, Lebbah, Mustapha, Dilmi, Mohamed-Djallel, Bouchaffra, Djamel

“…Deep neural networks (DNNs) have gained prominence in many areas such as computer vision (CV), natural language processing (NLP), robotics, and bioinformatics…”
Get full text

Data-driven clustering of rain events: microphysics information derived from macro-scale observations by Dilmi, Mohamed Djallel, Mallet, Cécile, Barthes, Laurent, Chazottes, Aymeric

“…Rain time series records are generally studied using rainfall rate or accumulation parameters, which are estimated for a fixed duration (typically 1 min, 1 h…”
Get full text

Context Normalization Layer with Applications by Faye, Bilal, Dilmi, Mohamed-Djallel, Azzag, Hanane, Lebbah, Mustapha, Bouchaffra, Djamel

“…Normalization is a pre-processing step that converts the data into a more usable representation. As part of the deep neural networks (DNNs), the batch…”
Get full text

Iterative multiscale dynamic time warping (IMs-DTW): a tool for rainfall time series comparison by Dilmi, Mohamed Djallel, Barthès, Laurent, Mallet, Cécile, Chazottes, Aymeric

“…In many domains, such as weather forecasting, hydrology or civil protection, it is an important issue to characterize rainfall variability and intermittency…”
Get full text

Epigenetics Algorithms: Self-Reinforcement-Attention mechanism to regulate chromosomes expression by Dilmi, Mohamed Djallel, Azzag, Hanene, Lebbah, Mustapha

“…Genetic algorithms are a well-known example of bio-inspired heuristic methods. They mimic natural selection by modeling several operators such as mutation,…”
Get full text

Self-Reinforcement Attention Mechanism For Tabular Learning by Amekoe, Kodjo Mawuena, Dilmi, Mohamed Djallel, Azzag, Hanene, Lebbah, Mustapha, Dagdia, Zaineb Chelly, Jaffre, Gregoire

“…Apart from the high accuracy of machine learning models, what interests many researchers in real-life problems (e.g., fraud detection, credit scoring) is to…”
Get full text

Emerging properties from Bayesian Non-Parametric for multiple clustering: Application for multi-view image dataset by Khoufache, Reda, Dilmi, Mohamed Djallel, Azzag, Hanene, Gofinnet, Etienne, Lebbah, Mustapha

“…Artificial Intelligence (AI) in supermarkets is moving fast with the recent advances in deep learning. One important project in the retail sector is the…”
Get full text

Transformer-based conditional generative adversarial network for multivariate time series generation by Madane, Abdellah, Dilmi, Mohamed-djallel, Forest, Florent, Azzag, Hanane, Lebbah, Mustapha, Lacaille, Jerome

“…Conditional generation of time-dependent data is a task that has much interest, whether for data augmentation, scenario simulation, completing missing data, or…”
Get full text

Study of the impact of climate change on precipitation in Paris area using method based on iterative multiscale dynamic time warping (IMS-DTW) by Dilmi, Mohamed Djallel, Barthès, Laurent, Mallet, Cécile, Chazottes, Aymeric

“…Studying the impact of climate change on precipitation is constrained by finding a way to evaluate the evolution of precipitation variability over time…”
Get full text