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

no code implementations • 28 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.

Time Series Clustering for Grouping Products Based on Price and Sales Patterns

no code implementations • 18 Apr 2022 • Aysun Bozanta, Sean Berry, Mucahit Cevik, Beste Bulut, Deniz Yigit, Fahrettin F. Gonen, Ayşe Başar

We compare our approach with traditional clustering algorithms, which typically rely on generic distance metrics such as Euclidean distance, and image clustering approaches that aim to group data by capturing its visual patterns.

Clustering Image Clustering +3

A Deep Reinforcement Learning Approach for the Meal Delivery Problem

no code implementations • 24 Apr 2021 • Hadi Jahanshahi, Aysun Bozanta, Mucahit Cevik, Eray Mert Kavuk, Ayşe Tosun, Sibel B. Sonuc, Bilgin Kosucu, Ayşe Başar

We consider a meal delivery service fulfilling dynamic customer requests given a set of couriers over the course of a day.

reinforcement-learning Reinforcement Learning (RL)