PRO-SMOTEBoost: An adaptive SMOTEBoost probabilistic algorithm for rebalancing and improving imbalanced data classification

Autor: Djafri, Laouni

Publikováno v: In Information Sciences February 2025 690

Big Data analytics for prediction: parallel processing of the big learning base with the possibility of improving the final result of the prediction

Autor: Djafri, Laouni, Amar Bensaber, Djamel, Adjoudj, Reda

Publikováno v: Information Discovery and Delivery, 2018, Vol. 46, Issue 3, pp. 147-160.

Externí odkaz: http://www.emeraldinsight.com/doi/10.1108/IDD-02-2018-0002

Analyse de données massives. Big Data pour la prédiction

Autor: Djafri Laouni

Thèse de Doctorat de l'année 2020 dans le domaine Informatique - Divers, Université Djillali Liabes, langue: français, résumé: Depuis plusieurs années, nous assistons à une explosion de nouvelles sources de données diverses à granularité f

Monitoring and Resource Management in P2P Grid-Based Web Services

Autor: Mekki Rachida, Djafri Laouni

Publikováno v: Computer Engineering and Applications Journal, Vol 1, Iss 2 (2012)
Computer Engineering and Applications Journal, Vol 1, Iss 2, Pp 71-84 (2012)

Grid computing has recently emerged as a response to the growing demand for resources (processing power, storage, etc.) exhibited by scientific applications. However, as grid sizes increase, the need for self-organization and dynamic reconfigurations

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4c69eda75036698bd5064a3bf1bf648c
http://comengapp-dev.ejurnal-unsri.com/index.php/comengapp/article/view/9