Graduate School of Informatics, Conference / Seminar

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Conference Paper (867)
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Recent Submissions

Unveiling Molecular Biomarkers of MASLD Fibrosis: A Transcriptomic and Pathway Enrichment Analysis
Nalbat, Esra; Kahraman, Deniz Cansen (2025-02-15)
Prognostic and therapeutic insights into LTBP1 in Hepatocellular Carcinoma: pathway enrichment, immune profiling, and drug repurposing
Nalbat, Esra; Gülhan, Rabia Useyma (2025-02-15)
Local Masking Meets Progressive Freezing: Crafting Efficient Vision Transformers for Self-Supervised Learning
Topçuoğlu, Utku Mert; Akagündüz, Erdem (2025-01-01)
This paper presents an innovative approach to self-supervised learning for Vision Transformers (ViTs), integrating local masked image modeling with progressive layer freezing. This method enhances the efficiency and speed ...
Assessing the Maturity of Blockchain-based Supply Chain Management and Logistics: Comprehensive Examination of the Current Situation
Şener, Umut; Çaldag, Murat Tahir; GÖKALP AYDIN, EBRU (2025-01-01)
Blockchain technology, a transformative force in digital transactions, has emerged as a significant enabler of secure, transparent, and traceable operations within supply chain management and logistics (SCML). Its immutabl...
Infrared Domain Adaptation with Zero-Shot Quantization
Sevsay, Burak; Akagündüz, Erdem (2025-01-01)
Quantization is one of the most popular techniques for reducing computation time and shrinking model size. However, ensuring the accuracy of quantized models typically involves calibration using training data, which may be...
Deciphering Transcriptional Landscapes of Mild and Advanced MASLD Fibrosis: Insights into Differential Gene Expression, Pathway Enrichment, and Drug Repurposing Opportunities
Nalbat, Esra; Kahraman, Deniz Cansen (2024-12-20)
In Silico Analysis of Latent Transforming Growth Factor β Binding Protein Family Expression Patterns and Prognostic Value in Hepatocellular Carcinoma
Gülhan, Rabia Useyma; Nalbat, Esra (2024-12-18)
CCL2 as a Key Mediator of Neural Invasion in Tumor Progression: An In Silico Study
Yıldırım, Barış; Nalbat, Esra (2024-12-18)
News Classification with State-of-the-Art Deep Learning Methods
Özdemir, Serkan (2024-10-16)
The subject of text classification is a fundamental area particularly considering current expansion of chatbots and recommendation systems. There exists promising results with traditional machine learning (ML) algorithms, ...
TopoMaskV2: Enhanced Instance-Mask-Based Formulation for the Road Topology Problem
Kalfaoğlu, Muhammet Esat; Öztürk, Halil İbrahim; Kılınç, Özsel; Temizel, Alptekin (2024-09-30)
Test Selection for Deep Neural Networks using Meta-Models with Uncertainty Metrics
Demir, Demet; Betin Can, Aysu; Sürer, Elif (2024-09-16)
Critical Success Factors in Data Analytics Projects: Insights from a Systematic Literature Review
Demir, Nisa; Aysolmaz, Banu; Özcan Top, Özden (2024-09-10)
Various data analytics applications are increasingly used by organizations to extract insights from data. There are numerous studies exploring the critical success factors (CSFs) in different data analytics fields includin...
A coreference corpus of Turkish situated dialogs
Büyüktekin, Faruk; Özge, Umut (2024-08-15)
Exploring the Impact of Social Factors on Wayfinding and Visual Attention in a Virtual Airport Environment
Orlu, Gökçe; İmamoğlu, Çağrı; Sürer, Elif (2024-07-02)
Vicinal Diaryl-Substituted Compounds: Promising Therapeutics for Breast Cancer
Nalbat, Esra; GÜNTEKİN ERGÜN, SEZEN; TURANLI, SÜMEYYE; LENGERLİ, DENİZ; ÇALIŞKAN, BURCU; BANOĞLU, ERDEN; ATALAY, RENGÜL (2024-06-17)
3D Multiple Sound Source Localization With Multiple Spherical Microphone Arrays Via Residual Energy Test
OLGUN, ORHUN; ERDEM, EGE; Hacıhabiboğlu, Hüseyin (2024-05-15)
Özgecilik (Diğerkamlık) Davranışının İncelenmesi: Üniversite Öğrencileri Arasında Kişilik Özelliklerinin, Risk Tutumunun, Cinsiyetin ve COVID-19 Korkusunun Etkisi
Şimşek, Şeyma; Özdemir, Özlem (2024-04-20)
Semi-Blind Estimation of Direct-to-Reverberant Energy Ratio Using Residual Energy Test Statistics
GÖKÇE, ALİ; Hacıhabiboğlu, Hüseyin (2024-04-14)
Revisiting Technical Debt Types and Indicators for Software Systems
Caglayan, Dilek; Özcan Top, Özden (2024-04-08)
Technical Debt (TD) 1 term in software systems was introduced over two decades ago and remains a critical concern in software development. It has the potential to evolve into a liability that necessitates refactoring or re...
Is Climate Change a Hoax: Fake News Detection for Sustainability News
Özdemir, Serkan (2024-03-20)
Fake news and misleading information have long been recognized as significant concerns throughout human history, perpetually challenging the integrity of information dissemination. With the pervasive rise of social media p...
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