no code implementations • 2 Jan 2023 • Syed Kazmi, Berk Gorgulu, Mucahit Cevik, Mustafa Gokce Baydogan
One approach to remedy this challenge is to utilize weather information from multiple points across a geographical grid to obtain a holistic view of the wind patterns, along with temporal information from the previous power outputs of the wind farms.
1 code implementation • 20 Feb 2021 • Hadi Jahanshahi, Mustafa Gokce Baydogan
This paper proposes a new Model-based approach for clustering sequence data, namely nTreeClus.
no code implementations • 18 Sep 2020 • Igor Ilic, Berk Gorgulu, Mucahit Cevik, Mustafa Gokce Baydogan
We observe that EBLR substantially improves the base model performance through extracted features, and provide a comparable performance to other well established approaches.
1 code implementation • 2 Oct 2019 • Mert Yuksekgonul, Ozgur Emre Sivrikaya, Mustafa Gokce Baydogan
In this work, we propose a simple model that provides permutation invariant maximally predictive prototype generator from a given dataset, which leads to interpretability of the solution and concrete insights to the nature and the solution of a problem.