Search Results for author: Ayse Basar

Found 6 papers, 0 papers with code

Assessing the impact of emergency department short stay units using length-of-stay prediction and discrete event simulation

no code implementations4 Aug 2023 Mucahit Cevik, Can Kavaklioglu, Fahad Razak, Amol Verma, Ayse Basar

Accurately predicting hospital length-of-stay at the time a patient is admitted to hospital may help guide clinical decision making and resource allocation.

Decision Making feature selection +1

Prediction of the 2023 Turkish Presidential Election Results Using Social Media Data

no code implementations28 May 2023 Aysun Bozanta, Fuad Bayrak, Ayse Basar

Social media platforms influence the way political campaigns are run and therefore they have become an increasingly important tool for politicians to directly interact with citizens.

Improved $α$-GAN architecture for generating 3D connected volumes with an application to radiosurgery treatment planning

no code implementations13 Jul 2022 Sanaz Mohammadjafari, Mucahit Cevik, Ayse Basar

On a synthetic dataset of connected 3D spheres and ellipsoids, our model can generate fully connected 3D shapes with similar geometrical characteristics to that of training data.

Synthetic Data Generation

VARGAN: Variance Enforcing Network Enhanced GAN

no code implementations5 Sep 2021 Sanaz Mohammadjafari, Mucahit Cevik, Ayse Basar

Generative adversarial networks (GANs) are one of the most widely used generative models.

An empirical study on using CNNs for fast radio signal prediction

no code implementations16 Jun 2020 Ozan Ozyegen, Sanaz Mohammadjafari, Karim El mokhtari, Mucahit Cevik, Jonathan Ethier, Ayse Basar

We compare deep learning-based prediction models including RadioUNET and four different variations of the UNET model for the power prediction task.

Cannot find the paper you are looking for? You can Submit a new open access paper.