- Recent Publications
Artificial neural network applied on various data:
Diouf Daouda, Carlos Mejia and Djibril Seck (2020). “Soil Moisture Prediction Model from ERA5-Land Parameters using a Deep Neural Networks”. Science and Technology Publications (2020), Volume 1, ISBN 978-989-758-475-6, pages 389-395
DOI: 10.5220/0010106703890395
Daouda Diouf, Djibril Seck, Mountaga Diop & Abdoulye Ba (2019).” Convolutional Neural Network and decision support in medical imaging: case study of the recognition of blood cell subtypes”, CEUR-WS, ISSN: 1613-0073, ONLINE: http://ceur-ws.org/Vol-2647/paper10.pdf, URN: urn:nbn:de:0074-2647-1,Volume 2647, 2020, Pages 128-140
Daouda DIOUF and Djibril Seck, “Modeling the Chlorophyll-a from Sea Surface Reflectance in West Africa by Deep Learning Methods: A Comparison of Multiple Algorithms”. International Journal of Artificial Intelligence & Applications (IJAIA) Vol.10, No.6, November 2019, DOI: 10.5121/ijaia.2019.10603, ISSN: 0976-2191, Publisher: Academy & Industry Research Collaboration Center (AIRCC)
Daouda DIOUF, Awa Niang and Sylvie Thiria,
“Deep Learning based Multiple Regression to Predict Total Column Water Vapor (TCWV) from Physical Parameters in West Africa by using Keras Library”
International Journal of Data Mining & Knowledge Management Process (IJDKP), Vol.9, No.6, November 2019, DOI:10.5121/ijdkp.2019.9602, e-ISSN:2230-9608 - ISSN: 2231-007X, Publisher: Academy & Industry Research Collaboration Center (AIRCC)
D. Diouf, A. Niang, J. Brajard, M. Crepon and S. Thiria
“Retrieving aerosol characteristics and sea-surface chlorophyll from satellite ocean color multi-spectral sensors using a neural-variational method.”
Remote Sensing of Environment, Volume 130, 15 March 2013, Pages 74-86.
DOI:10.1016/j.rse.2012.11.002 (2013)
Daouda Diouf, Sylvie Thiria, Awa Niang, Julien Brajard & Michel Crepon.
“Retrieving aerosol characteristics from satellite ocean color multi-spectral sensors using a neural-variational method.”
Neural Computation Theory and Application, ISBN: 978-989-8425-84-3, Science and Technology Publications, pp. 297-303 DOI: 10.5220/0003638802970303 (2011)
Daouda Diouf, Awa Niang, Sylvie Thiria, Julien Brajard, Michel Crepon & Salam Sawadogo.
“Monitoring aerosol optical thickness and chlorophyll-a to the West Africa coast using a neural-variational method.”
Journal des Sciences Pour l’Ingénieur, Vol. 13, pp. 46-51 (2011)
Physical Education/Bioinformatics/biomechanics field:
Seck Djibril - Daouda Diouf - Amadou Anna Sèye - Mame Ngoné Bèye (2020). "Sport et Education Physique de qualité en Afrique Sub-Saharienne: intégration des nouvelles technologies en sciences et techniques de l’activité physique et du sport en jeunesse et loisir (STAPS-JL)", FIEP, Physical Education in Universities
Researches – Best Practices – Situation, ISBN 978-80-89075-91-1
Seck Djibril, Diouf Daouda, Mbagnick Senghor, Amadou Diouf & Mountaga Diop (2019). “Modèles mathématiques d’estimation et de prediction de la performance au 10 km d’EIFFAGE Dakar”, J. Rech. Sci. Univ. Lomé (Togo), Spécial 2019, 21(4) : 55-61
Djibril Seck, Daouda Diouf, Ibrahima Ndiaye, “Study of Some Performance Factors in Long Distance Race for Senegalese Runners using Matlab and Kinovea”, International Journal of Science and Research (IJSR), DOI:10.21275/23197064, ISSN:2319-7064, https://www.ijsr.net/archive/v8i10/show_abstract.php?id=ART20201780, Volume 8 Issue 10, October 2019, 685– 689
- Recent Conferences
Daouda Diouf, Djibril Seck, Abdoulaye Ba, Mountaga Diop and Codé Ba
“Deep learning and decision support algorithm in medical imaging: case study of the recognition of blood cell subtypes”. International Conference « Centenaire de la faculté de Médecine, de pharmacie et d’odonto-Stomatologies », du 1er au 6 Décembre 2018, Dakar
Daouda Diouf, Djibril Seck, Mbagnick Senghor, Amadou Diouf et Mountaga Diop
“Modèles mathématiques d’estimation et de prédiction de la capacité de performance au 10 kms de Dakar”. Colloque international “Le sport à l’épreuve du développement durable en Afrique francophone”,
Le 25-27 Avril 2019, Dakar
Daouda Diouf, Carlos Mejia and Djibril Seck. "Soil Moisture Prediction Model from ERA5-Land Parameters using a Deep Neural Networks". 12th International Conference on Neural Computation Theory and Applications (NCTA 2020), du 2-4 Novembre 2020, Budapest