Alper Karamanlıoğlu

E-mail

alperkar@metu.edu.tr

Department

Graduate School of Natural and Applied Sciences

ORCID

0000-0001-5536-1354

Scopus Author ID

57197835852

Web of Science Researcher ID

ABA-3990-2020

Multilingual Domain Adaptation for Speech Recognition Using LLMs Ulu, Elif Nehir; Derya, Ece; Tumer, Duygu; Demirel, Berkan; Karamanlıoğlu, Alper (2026-01-01) We present a practical pipeline for multilingual domain adaptation in automatic speech recognition (ASR) that combines the Whisper model with large language models (LLMs). Using Aya-23-8B, Common Voice transcripts in 22 la...
Privacy-Preserving Clinical Decision Support for Emergency Triage Using LLMs: System Architecture and Real-World Evaluation Karamanlıoğlu, Alper; Demirel, Berkan; Tural, Onur; Doğan, Osman Tufan; Alpaslan, Ferda Nur (2025-08-01) This study presents a next-generation clinical decision-support architecture for Clinical Decision Support Systems (CDSS) focused on emergency triage. By integrating Large Language Models (LLMs), Federated Learning (FL), a...
AviBERT: Transformer-based Aircraft Text Classification AviBERT: Transformer Tabanli Hava Araci Metni Siniflandirma Unal, Muhammed Cihat; Yurtalan, Gokhan; Karatas, Yahya Bahadir; Karamanlıoğlu, Alper; Demirel, Berkan (2025-01-01) In recent years, transformer-based models pre-trained on extensive corpora have played a critical role in the advancement of Natural Language Processing methodologies. Particularly, methods based on BERT have demonstrated ...
Parallel and Distributed Architecture for Multilingual Open Source Intelligence Systems Karamanlıoğlu, Alper; Yurtalan, Gokhan; Karatas, Yahya Bahadir (2024-01-01) The proliferation of publicly available information across multiple languages presents both unique challenges and opportunities for Open Source Intelligence (OSINT) systems. This paper proposes a novel architecture for mul...
Cloud-Enabled Domain-Based Software Development Süloğlu, Selma; Kaya, Muhammed Çağrı; Çetinkaya, Anıl; Karamanlıoğlu, Alper; Doğru, Ali Hikmet (null, 2020-01-01)
An Experimental Study on Decomposition: Process First or Structure First? Çetinkaya, Anıl; Kaya, Muhammed Çağrı; Karamanlıoğlu, Alper; Doğru, Ali Hikmet (2019-07-04)
Runtime Adaptability of Ambient Intelligence Systems Based on Component-Oriented Approach Tekinerdoğan, Bedir; Kaya, Muhammed Çağrı; Eroğlu, Alperen; Karamanlıoğlu, Alper; Onur, Ertan; Doğru, Ali Hikmet (2019-01-01)
A CONFIGURABLE GATEWAY FOR DDS-HLA INTEROPERABILITY KAYA, MUHAMMED ÇAĞRI; Karamanlıoğlu, Alper; Cetintas, I. Caglar; Cilden, Erkin; Canberi, Haluk; Oğuztüzün, Mehmet Halit S. (2019-01-01) Interoperability is a challenge for constructing Live-Virtual-Constructive (LVC) systems. This study is a step toward LVC interoperability adhering to a gateway-based approach with a particular focus on two standard middle...
Comparative analysis of variability modelling approaches in component models Suloglu, Selma; Kaya, Muhammed Çağrı; Karamanlıoğlu, Alper; Entekhabi, Sina; Nikoo, Mahdi Saeedi; Tekinerdogan, Bedir; Doğru, Ali Hikmet (2018-12-01) The results of a systematic literature review conducted for variability modelling in software component models are analysed and presented here. A well-planned protocol guided the screening of 3230 papers that resulted in t...
An Ontology-Based Expert System to Detect Service Level Agreement Violations Karamanlıoğlu, Alper (2018-07-04) In this paper, an expert system developed with an ontology-based approach to detect Service Level Agreement (SLA) violations is presented. The widespread use of SLAs in various areas complicates SLA management and in parti...

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