Concepedia

Ismail El‐Madafri

IE

Statistics

Publications

4

Citations

89

H-Index

4

Active since

2023

Affiliations

Universitat Politècnica de Catalunya(Current)

Ismail El‐Madafri is an author at Universitat Politècnica de Catalunya specializing in multi-task learning, machine vision, and computer vision.

Top concepts

MedicineEngineeringData ScienceDeep LearningImage AnalysisMachine VisionComputer VisionComputer ScienceMachine LearningData Augmentation

Publications per year

2023–2025

4

Publications

4

The Wildfire Dataset: Enhancing Deep Learning-Based Forest Fire Detection with a Diverse Evolving Open-Source Dataset Focused on Data Representativeness and a Novel Multi-Task Learning Approach

Ismail El‐Madafri, Marta Peña, Noelia Olmedo Torre · Forests · 2023 · 38 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

Empowering Engineering Students Through Artificial Intelligence (AI): Blended Human–AI Creative Ideation Processes With ChatGPT

Rosó Baltà‐Salvador, Ismail El‐Madafri, Enric Brasó‐Vives et al. · Computer Applications in Engineering Education · 2025 · 21 citations · Full text

Dual-Dataset Deep Learning for Improved Forest Fire Detection: A Novel Hierarchical Domain-Adaptive Learning Approach

Ismail El‐Madafri, Marta Peña, Noelia Olmedo Torre · Mathematics · 2024 · 16 citations · Full text

Real-Time Forest Fire Detection with Lightweight CNN Using Hierarchical Multi-Task Knowledge Distillation

Ismail El‐Madafri, Marta Peña, Noelia Olmedo Torre · Fire · 2024 · 14 citations · Full text

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