Search Results for author: Okan Ersoy

Found 4 papers, 0 papers with code

Parallel, Self Organizing, Consensus Neural Networks

no code implementations30 Jul 2020 Homayoun Valafar, Faramarz Valafar, Okan Ersoy

The architecture has all the advantages of the previous models such as self-organization and possesses some other superior characteristics such as input parallelism and decision making based on consensus.

Decision Making

Ladder Networks for Semi-Supervised Hyperspectral Image Classification

no code implementations4 Dec 2018 Julian Büchel, Okan Ersoy

We used the Ladder Network [Rasmus et al. (2015)] to perform Hyperspectral Image Classification in a semi-supervised setting.

Classification General Classification +1

A Statistical Approach to Increase Classification Accuracy in Supervised Learning Algorithms

no code implementations5 Sep 2017 Gustavo A. Valencia-Zapata, Daniel Mejia, Gerhard Klimeck, Michael Zentner, Okan Ersoy

Probabilistic mixture models have been widely used for different machine learning and pattern recognition tasks such as clustering, dimensionality reduction, and classification.

BIG-bench Machine Learning Classification +3

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