Chaker El Amrani

21 papers B 2C 3Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Deep Learning with Pretrained 'Internal World' Layers: A Gemma 3-Based Modular Architecture for Wildfire Prediction.
CoRR
Ayoub Jadouli, Chaker El Amrani
2024 J jnl
Advanced Wildfire Prediction in Morocco: Developing a Deep Learning Dataset From Multisource Observations.
IEEE Access
Ayoub Jadouli, Chaker El Amrani
2024 J jnl
Advanced Wildfire Prediction in Morocco: Developing a Deep Learning Dataset from Multisource Observations.
CoRR
Ayoub Jadouli, Chaker El Amrani
2024 J jnl
Enhancing Wildfire Forecasting Through Multisource Spatio-Temporal Data, Deep Learning, Ensemble Models and Transfer Learning.
Adv. Artif. Intell. Mach. Learn.
Ayoub Jadouli, Chaker El Amrani
2024 J jnl
Enhancing Wildfire Forecasting Through Multisource Spatio-Temporal Data, Deep Learning, Ensemble Models and Transfer Learning.
CoRR
Ayoub Jadouli, Chaker El Amrani
2024 J jnl
Parallel Multi-path Feed Forward Neural Networks (PMFFNN) for Long Columnar Datasets: A Novel Approach to Complexity Reduction.
CoRR
Ayoub Jadouli, Chaker El Amrani
2024 J jnl
SAT-CEP-monitor: An air quality monitoring software architecture combining complex event processing with satellite remote sensing.
CoRR
Badr-Eddine Boudriki Semlali, Chaker El Amrani, Guadalupe Ortiz, Juan Boubeta-Puig, Alfonso García de Prado
2021 — conf
Detection of Human Activities in Wildlands to Prevent the Occurrence of Wildfires Using Deep Learning and Remote Sensing.
NISS (Springer)
Ayoub Jadouli, Chaker El Amrani
2021 J jnl
SAT-CEP-monitor: An air quality monitoring software architecture combining complex event processing with satellite remote sensing.
Comput. Electr. Eng.
Badr-Eddine Boudriki Semlali, Chaker El Amrani, Guadalupe Ortiz, Juan Boubeta-Puig, Alfonso García de Prado
2021 J jnl
Satellite Imagery Noising With Generative Adversarial Networks.
Int. J. Cogn. Informatics Nat. Intell.
Mohamed Akram Zaytar, Chaker El Amrani
2020 J jnl
Hadoop Paradigm for Satellite Environmental Big Data Processing.
Int. J. Agric. Environ. Inf. Syst.
Badr-Eddine Boudriki Semlali, Chaker El Amrani, Guadalupe Ortiz
2020 — conf
Machine Learning Methods for Air Quality Monitoring.
NISS
Mohamed Akram Zaytar, Chaker El Amrani
2019 J jnl
An Innovative Air Purification Method and Neural Network Algorithm Applied to Urban Streets.
Int. J. Embed. Real Time Commun. Syst.
Meryeme Boumahdi, Chaker El Amrani, Siegfried Denys
2019 J jnl
Towards Remote Sensing Datasets Collection and Processing.
Int. J. Embed. Real Time Commun. Syst.
Badr-Eddine Boudriki Semlali, Chaker El Amrani
2018 J jnl
Smarter Round Robin Scheduling Algorithm for Cloud Computing and Big Data.
J. Data Min. Digit. Humanit.
Hicham Gibet Tani, Chaker El Amrani
2017 B conf
A Data Processing System to Monitor Emissions from Thermal Plants in Morocco.
SCA
Mohamed Akram Zaytar, Chaker El Amrani, Abderrahman El Kharrim, Mohamed Ben Ahmed, Mohammed Bouhorma
2015 — ch.
Approaches for High-Performance Big Data Processing: Applications and Challenges.
Big Data - Algorithms, Analytics, and Applications
Ouidad Achahbar, Mohamed Riduan Abid, Mohamed Bakhouya, Chaker El Amrani, Jaafar Gaber, Mohammed Essaaidi, Tarek A. El-Ghazawi
2013 C conf
System architecture of the Mediterranean Dialogue Earth Observatory.
IGARSS
Chaker El Amrani, Gilbert Rochon, Tarek A. El-Ghazawi, Gulay Altay, Tajje-eddine Rachidi
2012 B conf
A Compartive Study of Cloud Computing Middleware.
CCGRID
Chaker El Amrani, Kaoutar Bahri Filali, Kaoutar Ben Ahmed, Amadou Tidiane Diallo, Stéphano Telolahy, Tarek A. El-Ghazawi
2012 C conf
Development of a real-time urban remote sensing initiative in the mediterranean region for early warning and mitigation of disasters.
IGARSS
Chaker El Amrani, Gilbert Rochon, Tarek A. El-Ghazawi, Gulay Altay, Tajje-eddine Rachidi
2012 C conf
Implementation of the WRF-Chem model in Grid Computing and GPU for regional air quality forecasting.
IGARSS
Chaker El Amrani, Ian M. Hedgecock