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Recent Submissions

ROBOtic Replicants for Optimizing the Yield by Augmenting Living Ecosystems Şahin, Erol; Turgut, Ali Emre; Alemdar, Hande(2026-10-31) As the world’s most successful pollinators, bees play a huge part in every aspect of the ecosystem. So, any decline in bee populations could pose a threat to global agriculture. In this context, the EU-funded RoboRoyale pr...
Intrinsic dimensionality as a model-free measure of class imbalance Eser, Çağrı; Baltaci, Zeynep Sonat; Akbaş, Emre; KALKAN, SİNAN (2026-04-14) Imbalance in classification tasks is commonly quantified by the cardinalities of examples across classes. This, however, disregards the presence of redundant examples and inherent differences in the learning difficulties o...
Performance Benchmarks of S3 Storage Middleware Gurbanov, Huseyn; Karagöz, Pınar; Toroslu, İsmail Hakkı; Golasowski, Martin; Martinovic, Jan; Hayek, Mohamad; Hahchinger, Stephan (2026-03-19)
EXA4MIND: A Modular Extreme Data Analytics Platform Hayek, Mohamad; Karagöz, Pınar; Toroslu, İsmail Hakkı; Hachinger, Stephan; Pauw, Viktoria; Martinovic, Jan; Glasowski, Martin (2026-03-18)
Tapping Data Spaces in HPC: Enabling, Exploring and Benchmarking Database & Object Store Usage Hayek, Mohamad; Karagöz, Pınar; Toroslu, İsmail Hakkı; Gurbanov, Huseyn; Hahchinger, Stephan; Pauw, Viktoria; Glosowski, Martin; Martinovic, Jan (2026-03-01)
How to Make Data Pipeline Scalable: A Case Study for Healthcare Data Analytics Gelecek, Atakan; Karagöz, Pınar; Toroslu, İsmail Hakkı; Martinovic, Jan; Hachinger, Stephan (2026-03-01)
Lightweight Approach for Multi-Modal Irony Detection by Image Caption Generation Koç, Beyza Nur; Çekinel, Recep Fırat; Karagöz, Pınar (2026-02-02)
EXA4MIND AI Inference Service Solution Karagöz, Pınar; Toroslu, İsmail Hakkı; Çekinel, Recep Fırat; Özer, Arif Görkem; Matus, Adam; Martinovic, Jan; Martinovic, Tomas; Konvicka, Jakub (2026-02-01)
Firearm brand classification using deep learning on cartridge case images Meral, Edanur; Akyüz, Ahmet Oğuz (2026-02-01) When a firearm is discharged, it leaves characteristic marks on the cartridge case, which are analyzed in forensic ballistics to identify the firearm. Conventional ballistic examination systems rely on high-quality images ...
Guide to Distributed Simulation with HLA Introduction Topçu, Okan; Oğuztüzün, Mehmet Halit S. (2026-02-01)
Special Issue on High-Performance Computing Conference (BAŞARIM 2024) Karagöz, Pınar; Kaya, Kamer; Manguoğlu, Murat; Şener, Cevat (2026-02-01) This editorial is for the Special Issue on the 8th High-Performance Computing Conference (BAŞARIM 2024), held on May 15–17, 2024, at the Middle East Technical University Culture and Convention Center in Ankara.
Efficient utilization of streaming multiprocessors for the implementation of particle filter on graphics processing unit Dülger, Özcan (2026-02-01) The particle filter is a serial Monte Carlo estimation method. It is used in tracking applications in which the system or measurement model is highly nonlinear. The quality of the estimation improves as the number of parti...
Federate Implementation: Advanced Topçu, Okan; Oğuztüzün, Mehmet Halit S. (2026-01-01)
Analyzing Privacy Dynamics Within Groups Using Gamified Auctions Aydın, Hüseyin; Ulusoy, Onuralp; Liccardi, Ilaria; Yolum, Pınar (2026-01-01) Online shared content, such as group pictures, often belongs to multiple users having different privacy preferences. Recent technical approaches advocate group-decision mechanisms, including auctions, to decide how best to...
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...
Multilayer approximate nullspace methods for saddle point systems Manguoğlu, Murat; Mehrmann, Volker (2026-01-01) We propose a new class of multi-layer iterative schemes for solving sparse linear systems in saddle point structure. The new scheme consists of an iterative preconditioner that is based on the (approximate) nullspace metho...
Visual Mission Scripting for Multi-Agent-Based Simulation of Autonomous Platforms Şenyürek, Levent Hakkı; Çilden, Erkin; Çetintaş, İsmail Çağlar; Büyükgüzel, Batuhan; Demirok, Denizcan; Yeşilbağ, Yaşar Yücel; Sezer, Ahmet; Oğuztüzün, Mehmet Halit S. (2026-01-01) In closed-loop simulations, scripting the missions of autonomous agents before scenario execution is challenging. This is partly because of emergent multi-agent behavior, especially for scenarios of long-duration. Moreover...
terazi: AI Fairness Tool for Doubly Imbalanced Data Öztürk, Aslı Umay; Sever, Yiğit; Yalcin, Ata; Pauw, Viktoria; Hachinger, Stephan; Toroslu, İsmail Hakkı; Karagöz, Pınar (2025-11-10)
State & Geopolitical Censorship on Twitter (X): Detection & Impact Analysis of Withheld Content Çetinkaya, Yusuf Mucahit; Elmas, Tuğrulcan (2025-11-10) State and geopolitical censorship on Twitter, now X, has been turning into a routine, raising concerns about the boundaries between criminal content and freedom of speech. One such censorship practice, withholding content ...
NARRA-SCALE: Scaling Users and Messaging through Narrative Detection in Retweet Networks Çetinkaya, Yusuf Mucahit; Trivedi, Anshul; Yanamandala, Vishnu Datta; Cowan, Michael A.; Toroslu, İsmail Hakkı; Davulcu, Hasan (2025-11-03) In politically charged environments, understanding how ideological narratives emerge, spread, and shape user behav- ior on social media is critical for applications ranging from misin- formation detection to enriching publ...

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