Search Results for author: David C. Reutens

Found 4 papers, 1 papers with code

CNNs and GANs in MRI-based cross-modality medical image estimation

no code implementations4 Jun 2021 Azin Shokraei Fard, David C. Reutens, Viktor Vegh

Generative adversarial networks (GANs) use CNNs as generators and estimated images are discriminated as true or false based on an additional network.

Optimal-margin evolutionary classifier

1 code implementation26 Apr 2018 Mohammad Reza Bonyadi, David C. Reutens

We then extend this algorithm for multi-dimensional classification using an evolutionary algorithm.

Classification Evolutionary Algorithms +2

Linear centralization classifier

no code implementations22 Dec 2017 Mohammad Reza Bonyadi, Viktor Vegh, David C. Reutens

A classification algorithm, called the Linear Centralization Classifier (LCC), is introduced.

Classification General Classification

Optimization of distributions differences for classification

no code implementations2 Mar 2017 Mohammad Reza Bonyadi, Quang M. Tieng, David C. Reutens

Our results show that the method is less sensitive to the imbalanced number of instances comparing to these methods.

Classification General Classification +1

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