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Exploring challenges in deep learning of single-station ground motion records
Çağlar, Ümit Mert; Yilmaz, Baris; Türkmen, Melek; Akagündüz, Erdem; Tileylioglu, Salih (2025-12-01)
A comparative analysis of hyperparameter optimization using LSTM-based deep learning models for urban air quality predictions
Eren, Beytullah; Erden, Caner; Atalı, Ayşegül; Özdemir, Serkan (2025-12-01)
Air pollution poses significant threats to human health and the environment, necessitating accurate prediction models for effective management and mitigation strategies. This study presents a comprehensive analysis of hype...
Effective primer design for genotype and subtype detection of highly divergent viruses in large scale genome datasets
Demiralay, Burak; Can, Tolga (2025-12-01)
Identification of microorganisms in a biological sample is a crucial step in diagnostics, pathogen screening, biomedical research, evolutionary studies, agriculture, and biological threat assessment. While progress has bee...
Augmenting atmospheric turbulence effects on thermal-adapted deep object detection models
Uzun, Engin; Akagündüz, Erdem (2025-12-01)
Atmospheric turbulence poses a significant challenge to the performance of object detection models. Turbulence causes distortions, blurring, and noise in images by bending and scattering light rays due to variations in the...
Enhancing lake water level forecasting with attention-based LSTM: a data-driven approach to hydrology and tourism dynamics
Chapon, Máté; Özdemir, Serkan (2025-11-01)
In recent decades, freshwater lakes in the Northern Hemisphere have faced significant challenges, including severe water shortages and increased stormwater discharges. As a result, accurate forecasting of lake water levels...
Under the Shadow: Old-biased Genes Are Subject to Weak Purifying Selection at Both the Tissue- and Cell Type-Specific Levels
Yıldız, Melih; İzgi, Hamit; Rahimova, Firuza; Altintaş, Umut Berkay; Şahin, Zeliha Gözde; Somel, Mehmet (2025-10-01)
The mutation accumulation hypothesis suggests that weakened purifying selection at old age leads to the accumulation of late-acting deleterious variants in the gene pool, which may contribute to the evolution of ageing. In...
Progressive Disease Image Generation with Ordinal-Aware Diffusion Models
Kurt, Meryem Mine; Çağlar, Ümit Mert; Temizel, Alptekin (2025-10-01)
Background/Objectives: Ulcerative Colitis (UC) lacks longitudinal visual data, which limits both disease progression modeling and the effectiveness of computer-aided diagnosis systems. These systems are further constrained...
Cryptanalysis: Theory Versus Practice Correcting Cryptanalysis Results on Ascon, ChaCha, and Serpent Using GPUs
Tezcan, Cihangir; Leander, Gregor; Hadipour, Hosein (2025-09-25)
Most modern cryptanalysis results are obtained through theoretical analysis, often relying on simplifications and idealized assumptions. In this work, we use the parallel computational power of GPUs to experimentally verif...
A Dual Eye Tracking Study of Joint Attention in Adults with Autism Spectrum Disorder Otizm Spektrum Bozukluğu Olan Yetişkinlerde Ortak Dikkat Üzerine Dual Göz İzleme Çalışması
MANÇE ÇALIŞIR, ÖYKÜ; Çakır, Murat Perit; Acartürk, Cengiz; Atbaşoğlu, Eşref Cem (2025-09-01)
Introduction: Joint attention (JA) is a fundamental aspect of social interaction and a cornerstone of social communication. This study explores factors influencing JA in adults with Autism Spectrum Disorder (ASD) using an ...
Wave 2 of the Multilingual Eye-Movement Corpus (MECO): New text reading data across languages
Siegelman, Noam; et. al. (2025-07-01)
This paper reports the Wave 2 expansion of the Multilingual Eye-Movement Corpus (MECO), a collaborative multi-lab project collecting eye-tracking data on text reading in a variety of languages. The present expansion comes ...
Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge
Zenk, Maximilian; et. al. (2025-07-01)
Computational competitions are the standard for benchmarking medical image analysis algorithms, but they typically use small curated test datasets acquired at a few centers, leaving a gap to the reality of diverse multicen...
From classical approaches to artificial intelligence, old and new tools for PDAC risk stratification and prediction
Farinella, Riccardo; Felici, Alessio; Peduzzi, Giulia; Testoni, Sabrina Gloria Giulia; Costello, Eithne; Aretini, Paolo; Blazquez-Encinas, Ricardo; ÖZ, ELİF; Pastore, Aldo; Tacelli, Matteo; Otlu Sarıtaş, Burçak; Campa, Daniele; Gentiluomo, Manuel (2025-07-01)
Pancreatic ductal adenocarcinoma (PDAC) is recognized as one of the most lethal malignancies, characterized by late-stage diagnosis and limited therapeutic options. Risk stratification has traditionally been performed usin...
BLOK ZİNCİR TEMELLİ TEDARİK ZİNCİRİ YÖNETİMİ VE LOJİSTİK SİSTEMLERİNİN OLGUNLUK DEĞERLENDİRMESİ: KAPSAMLI BİR SİSTEMATİK LİTERATÜR TARAMASI
Şener, Umut; Çaldağ, Murat Tahir; Gökalp Aydin, Ebru (2025-07-01)
Blok zincir teknolojisi, tedarik zinciri yönetimi ve lojistik (TZYL) alanında bilgi akışı, veri bütünlüğü, şeffaflık ve işletme güvenilirliği artırması ile köklü değişimler gerçekleştirmektedir. Sağladığı bu faydalar sebeb...
A Context Aware Security Model for Preventing Relay Attacks in NFC Enabled Mobile Devices
Cavdar, Davut; Tomur, Emrah; Betin Can, Aysu (2025-06-29)
Near Field Communication (NFC) is widely used in mobile applications, yet relay attacks remain a significant security risk, especially in access control systems. Existing countermeasures, such as distance bounding, ambient...
Evaluating topography of mutational signatures with SigProfilerTopography.
Otlu Sarıtaş, Burçak; Alexandrov, Ludmil B (2025-05-20)
New data on text reading in English as a second language
Kuperman, Victor; et. al. (2025-05-01)
This paper reports an expansion of the English as a second language (L2) component of the Multilingual Eye Movement Corpus (MECO L2), an international database of eye movements during text reading. While the previous Wave ...
Data-driven alarm parameter optimization
Eylen, Tayfun; Eren, Pekin Erhan; Koçyiğit, Altan (2025-05-01)
Most manufacturing sector businesses utilize advanced control mechanisms to sustain their ongoing operations. An alarm management system is one of these control mechanisms that works as a safety barrier, and it contains al...
Modulation of Interbrain and Intrabrain Connectivity due to Social Presence and Task Difficulty: A Dual EEG/fNIRS Hyperscanning Study
Usal, Kerem Alp; Çakır, Murat Perit (2025-04-01)
This study employed fNIRS- and EEG-hyperscanning to investigate the effects of task sharing, social presence, and mental workload on intrabrain and interbrain functional connectivity, and neurophysiological responses of dy...
How young children use manifest emotions and dominance cues to understand social rules: a registered report
Gönül, Gökhan; Clement, Fabrice (2025-04-01)
Given the complexity of human social life, it is astonishing to observe how quickly children adapt to their social environment. To be accepted by the other members, it is crucial to understand and follow the rules and norm...
Seasonal Analysis and Machine Learning-Based Prediction of Air Pollutants in Relation to Meteorological Parameters: A Case Study from Sakarya, Türkiye
Eren, Beytullah; Serat, Samiullah; Arifoglu, Yasemin Damar; Özdemir, Serkan (2025-04-01)
Air pollution poses significant environmental and public health challenges, especially in urban-industrial areas where pollutant dynamics are influenced by complex interactions with meteorological factors. This study exami...
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