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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...
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...
Evaluating topography of mutational signatures with SigProfilerTopography.
Otlu Sarıtaş, Burçak; Alexandrov, Ludmil B (2025-05-20)
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...
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...
Class distance weighted cross entropy loss for classification of disease severity
Polat, Gorkem; Çağlar, Ümit Mert; Temizel, Alptekin (2025-04-01)
Assessing disease severity with ordinal classes, where each class reflects increasing severity levels, benefits from loss functions designed for this ordinal structure. Traditional categorical loss functions, like Cross-En...
GPU Assisted Brute Force Cryptanalysis of GPRS, GSM, RFID, and TETRA Brute Force Cryptanalysis of KASUMI, SPECK, and TEA3
Tezcan, Cihangir; Leander, Gregor (2025-03-07)
Key lengths in symmetric cryptography are determined with respect to the brute force attacks with current technology. While nowadays at least 128-bit keys are recommended, there are many standards and real-world applicatio...
EnSCAN: ENsemble Scoring for prioritizing CAusative variaNts across multiplatform GWASs for late-onset alzheimer's disease.
Erdogan, Onur; Iyigun, Cem; Aydın Son, Yeşim (2025-03-04)
Late-onset Alzheimer’s disease (LOAD) is a progressive and complex neurodegenerative disorder of the aging population. LOAD is characterized by cognitive decline, such as deterioration of memory, loss of intellectual abili...
Effectiveness of Generative AI Tool to Determine Fruit Quality: Watermelon Case Study
Özdemir, Serkan (2025-03-01)
To select a good quality watermelon, one needs the ability and experience to recognize specific patterns in its visual characteristics. As buyers usually cannot taste the watermelon beforehand, the outer patterns of a good...
Sustainable biodiesel production from oil crops: The impact of bio-nutrient recycling on yield and farmer technology acceptance
Özdemir, Serkan; Ozer, Hasan; Ozdemir, Saim; Dede, Omer Hulusi (2025-03-01)
Circular utilization of biowaste through biofuel production is a key priority for many waste-producing facilities seeking to internally supply biofuels and to reduce greenhouse gases. This study assesses the role of biowas...
Stakeholder Perspectives on Rankings of Higher Education Institutions: A Structural Equation Modeling Analysis
Çağlayan, Melike; Çağlayan, Ece; Acartürk, Cengiz (2025-03-01)
This study analyzes the factors influencing the stakeholder perspectives on of Higher Education Institution (HEI) rankings, reporting data collected from 1232 participants through a survey method and employing the Unified ...
Presenting predictions and performance of probabilistic models for clinical decision support in trauma care
Alptekin, Cansu; Wohlgemut, Jared M.; Perkins, Zane B.; Marsh, William; Tai, Nigel R. M.; Yet, Barbaros (2025-02-01)
Introduction: Both predictions and performance of clinical predictive models can be presented with various verbal and visual representations. This study aims to investigate how different risk and performance presentations ...
Analysis of Three Complement-Taking Predicates in Spoken Turkish: bil, san, and zannet
Zeyrek Bozşahin, Deniz (2025-02-01)
This paper presents a corpus-based synchronic investigation of three Turkish mental–cognitive verbs in the present tense: san ‘guess, believe’ and zannet ‘suppose, assume’ (in the first person) and bil ‘know’ (in the secon...
AI in the classroom: Exploring students' interaction with ChatGPT in programming learning
Guner, Hacer; Er, Erkan (2025-01-15)
As being more prevalent in educational settings, understanding the impact of artificial intelligence tools on student behaviors and interactions has become crucial. In this regard, this study investigates the dynamic inter...
Comprehensive whole-genome sequencing reveals origins of mutational signatures associated with aging, mismatch repair deficiency and temozolomide chemotherapy
Hwang, Taejoo; Sitko, Lukasz Karol; Khoirunnisa, Ratih; Navarro-Aguad, Fernanda; Samuel, David M.; Park, Hajoong; Cheon, Banyoon; Mutsnaini, Luthfiyyah; Lee, Jaewoong; Otlu Sarıtaş, Burçak; Takeda, Shunichi; Lee, Semin; Ivanov, Dmitri; Gartner, Anton (2025-01-13)
In a comprehensive study to decipher the multi-layered response to the chemotherapeutic agent temozolomide (TMZ), we analyzed 427 genomes and determined mutational patterns in a collection of ∼40 isogenic DNA repair-defici...
Impact of Land Use Change on Lake Pollution Dynamics: A Case Study of Sapanca Lake, Turkey
Özdemir, Serkan; Celebi, Ahmet; Dede, Gulgun; Maghrebi, Mohsen; Danandeh Mehr, Ali (2025-01-01)
Modeling non-point source pollution dynamics in inland lake basins is essential for safeguarding water quality, maintaining ecosystem integrity, protecting public health, and advancing long-term environmental sustainabilit...
Assessing student perceptions and use of instructor versus AI-generated feedback
Er, Erkan; AKÇAPINAR, GÖKHAN; BAYAZIT, ALPER; Noroozi, Omid; Banihashem, Seyyed Kazem (2024-12-27)
Despite the growing research interest in the use of large language models for feedback provision, it still remains unknown how students perceive and use AI-generated feedback compared to instructor feedback in authentic se...
Representations in design computing through 3-D deep generative models
Çakmak, Başak; Öngün, Cihan (2024-12-10)
This paper aims to explore alternative representations of the physical architecture using its real-world sensory data through artificial neural networks (ANNs). In the project developed for this research, a detailed 3-D po...
Secondary data analysis using Evidence-Based Bayesian Networks with an application to investigate the determinants of childhood stunting
Yet, Barbaros; Öykü Başerdem, Elif; Rosenstock, Todd (2024-12-05)
Secondary data – data previously collected by other researchers for a different purpose – offers a cost-effective and readily available resource for research and policy or program design but presents challenges due to the ...
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