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

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...
Eşgüdümlü Bileşenler ile Birleştirme Yaklaşımı Çetinkaya, Anıl; Karamanlıoğlu, Alper; Kaya, Muhammed Çağrı; Doğru, Ali Hikmet (null; 2017-10-20) Bu çalışmada bileşen yönelimli sistem geliştirme yaklaşımlarında süreç modeli kullanımını desteklemek üzere farklı kabiliyetler gerektiren bileşen yapıları önerilmektedir. Bu yapılar ile merkezi bir süreç denetimi sağlamak...

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