Mehmet Ali Erkan

E-mail

maerkan@metu.edu.tr

Department

Department of Statistics

A Novel Framework for Next Word Prediction Using Long-Short Term Memory Networks Deveci, Ali; Erkan, Mehmet Ali; Medeni, Ihsan Tolga; Medeni, Tunç Durmuş (2026-01-01) Natural Language Processing (NLP) has become a cornerstone in various fields, revolutionizing how machines interpret and process human language. Among its diverse applications, next-word prediction emerges as a highly prac...
Innovative Approaches to High-Energy Gamma Particle Classification: A Coevolutionary Artificial Neural Network for Cherenkov Telescopes Deveci, Ali; Erkan, Mehmet Ali; Medeni, İhsan Tolga; Medeni, Tunç Durmuş (2025-10-30) This study addresses the challenges in analyzing data from a ground-based atmospheric Cherenkov gamma telescope, aiming to simulate and observe high-energy gamma particles. Notable challenges include differentiating sign...
Income Classification Benchmark: From R (Academic Study) to Python (ML Pipeline) Erkan, Mehmet Ali (2025-10-01) The primary aim of this research is to construct a robust machine learning pipeline for income classification, predicting whether an individual earns above $50K based on demographic attributes such as work class, education...
Bekenbey AI: Innovative Solutions at the Intersection of Deep Learning and Law Yücesan, Erdicem; Erkan, Mehmet Ali; Deveci, Ali; Medeni, İhsan Tolga (2024-12-01) This research introduces a cutting-edge integration of generative artificial intelligence (AI) within the realm of law, creating a sophisticated application tailored for legal professionals, organizations, and the public. ...

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