Siham Essahraui - Publications, H-index & Citations

Siham Essahraui

Mohammed First University of Oujda

6H指数

22论文数

145被引数

收录论文 7

发表时间

Generative AI and the Foundation Model Era: A Comprehensive Review 生成式人工智能与基础模型时代：综述

Big Data and Cognitive Computing

IF4.4

2026-03-20

OAAI

Elhanashi, Abdussalam; Essahraui, Siham; Dini, Pierpaolo; Paolini, Davide; Zheng, Qinghe; Saponara, Sergio

A Comprehensive Survey of TinyML-Based Biometric Recognition for IoT Edge Devices 基于TinyML的人体生物特征识别技术在物联网边缘设备上的综合综述

IEEE Internet of Things Journal

IF8.9

2026-01-22

PREAI

Siham Essahraui; Ismail Lamaakal

FastKAN-DDD: A novel fast Kolmogorov-Arnold network-based approach for driver drowsiness detection optimized for TinyML deployment (vol 20, e0332577, 2025)FastKAN-DDD：一种基于快速科尔莫戈罗夫-阿尔诺德网络的驾驶员疲劳检测新方法，针对TinyML部署进行了优化（卷20，e0332577，2025）

PLoS One

IF2.6

2026-01-06

OAAI

Essahraui, Siham; Lamaakal, Ismail; Maleh, Yassine; El Makkaoui, Khalid; Bouami, Mouncef Filali; Ouahbi, Ibrahim; Elmannai, Hela; Abd El-Latif, Ahmed A.

Tiny deep learning models for real-time and efficient embedded driver state detection 实时高效嵌入式驾驶员状态检测的微小深度学习模型

Journal of Real-Time Image Processing

IF3

2025-12-25

PREAI

Siham Essahraui; Abdussalam Elhanashi; Qinghe Zheng; Nawal Almutairi; Sergio Saponara

FastKAN-DDD: A novel fast Kolmogorov-Arnold network-based approach for driver drowsiness detection optimized for TinyML deployment

PLOS ONE

IF2.6

2025-11-05

PREAI

Essahraui, Siham; Lamaakal, Ismail; Maleh, Yassine; El Makkaoui, Khalid; Bouami, Mouncef Filali; Ouahbi, Ibrahim; Elmannai, Hela; Abd El-Latif, Ahmed A.

Early Fire and Smoke Detection Using Deep Learning: A Comprehensive Review of Models, Datasets, and Challenges 基于深度学习的早期火灾与烟雾检测：模型、数据集及挑战的全面综述

APPLIED SCIENCES-BASEL

IF2.5

2025-09-20

OAAI

Elhanashi, Abdussalam; Essahraui, Siham; Dini, Pierpaolo; Saponara, Sergio

Real-Time Driver Drowsiness Detection Using Facial Analysis and Machine Learning Techniques 使用面部分析和机器学习技术的实时驾驶员睡意检测

SENSORS

IF3.5

2025-01-29

OAAI

Essahraui, Siham; Lamaakal, Ismail; El Hamly, Ikhlas; Maleh, Yassine; Ouahbi, Ibrahim; El Makkaoui, Khalid; Filali Bouami, Mouncef; Plawiak, Pawel; Alfarraj, Osama; Abd El-Latif, Ahmed A.

研究方向