Výsledky vyhledávání - "M. Asli Aydin"

Decentralized decomposition algorithms for peer-to-peer linear optimization

Publikováno v: RAIRO - Operations Research. 54:1835-1861

We propose Decentralized Benders Decomposition and Decentralized Dantzig–Wolfe Decomposition algorithms for large-scale block angular linear programming problems. Our methods allow multiple peer decision makers to cooperate with the aim of solving

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::7b025bf27a63d7259b5b7555de34e713
https://doi.org/10.1051/ro/2019097

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Using Generative Adversarial Networks for Handling Class Imbalance Problem

Autor: M. Asli Aydin

Publikováno v: SIU

Having more samples belonging to one class than the samples of the other class in data used in a classification task is known as class imbalance problem. Handling class imbalance is crucial since the classifier's performance is highly affected. One o

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::eb5794db39a0af6b9a339389e9ed0ad6
https://doi.org/10.1109/siu53274.2021.9477939

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