Graduate School of Informatics, Conference / Seminar

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Recent Submissions

Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation Polat, Görkem; Ergenç, İlkay; Kani, Haluk Tarık; Özen Alahdab, Yeşim; Atuğ, Özlen; Temizel, Alptekin (2022-07-17)
Cultural Storytellings in Quantum Science and Technology Education Chiofalo, Marilù; Anupam, Aditya; Bondani, Maria; Ercan, Ilke; Goorney, Simon; Michelini, Marisa; Santi, Lorenzo; Seskir, Zeki; Sherson, Jacob; Stefanel, Alberto; Yago Malo, Jorge; Sürer, Elif; Weidner, Carrie; Zabello, Olga (2022-07-05) The field of Quantum Science and Technologies (QST) has the potential to generate significant changes in every citizen’s lives, and so a carefully designed approach to its formal and informal education activities is esse...
Slicing Aided Hyper Inference and Fine-tuning for Small Object Detection Akyön, Fatih; Altınuç, Sinan Onur; Temizel, Alptekin (2022-07-02)
Data Science Technology Selection: Development of a Decision-Making Approach Nazlıel, Kerem (2022-06-23)
Augmentation of Atmospheric Turbulence Effects on Thermal Adapted Object Detection Models Uzun, Engin; Dursun, Ahmet Anil; Akagündüz, Erdem (2022-06-01)
A computational model of the growth of dendritic spines with synaptic plasticity Elibol, Rahmi (2022-05-15)
CBRNE Training - Hands-on, Virtual and Hybrid Formats: Recent Experiences, Trends and Developments Vybornova, Olga; Abend, Michael; Mayer, Klaus; Sürer, Elif; Galy, Jean; Dusserre, Gilles (2022-05-05) The workshop aims at exchanging experience in how training formats have changed and modernized in recent years, including evolutions driven by the pandemic. The advantages and drawbacks of various formats shall be discusse...
Tweetology of Learning Analytics: What does Twitter tell us about the trends and development of the field? Khalil, Mohammad; Wong, Jacqueline; Er, Erkan; Heitmann, Martin; Belokrys, Gleb (2022-03-21) Twitter is a very popular microblogging platform that has been actively used by scientific communities to exchange scientific information and to promote scholarly discussions. The present study aimed to leverage the tweet ...
Improving Perceptual Quality of Adversarial Images Using Perceptual Distance Minimization and Normalized Variance Weighting Karlı, Berat Tuna; Şen, Deniz; Temizel, Alptekin (2022-02-28)
Training Universal Adversarial Perturbations with Alternating Loss Functions Şen, Deniz; Karlı, Berat Tuna; Temizel, Alptekin (2022-02-28)
TasKar: A Research and Education Tool for Calculation and Representation of Binary Classification Performance Instruments CANBEK, GÜROL; Taşkaya Temizel, Tuğba; SAĞIROĞLU, ŞEREF (2021-12-02)
Sketch Recognition for Interactive Game Experiences Using Neural Networks Korkut, Elif Hilal; Sürer, Elif (2021-11-02) Human freehand sketches can provide various scenarios to the interfaces with their intuitive, illustrative, and abstract nature. Although freehand sketches have been powerful tools for communication and have been studied i...
Internal Time Delay Calibration of Rigid Spherical Microphone Arrays for Multi-Perspective 6DoF Audio Recordings Erdem, Ege; Hacıhabiboğlu, Hüseyin (2021-10-18)
Evaluation and Analysis of Different Aggregation and Hyperparameter Selection Methods for Federated Brain Tumor Segmentation Polat, Görkem; Işık Polat, Ece; Koçyiğit, Altan; Temizel, Alptekin (2021-9-27) Availability of large, diverse, and multi-national datasets is crucial for the development of effective and clinically applicable AI systems in the medical imaging domain. However, forming a global model by bringing these ...
An Extensible Software Architecture for Intelligent Assistant Koçyiğit, Altan (2021-09-17)
Analyzing Technical Debt of a CRM Application by Categorizing Ambiguous Issue Statements Doğancı, Yasemin; Özcan Top, Özden; Koçyiğit, Altan (2021-09-09) Poor decisions and suboptimal actions taken in software development result in technical debt. In service business, technical debt may become more evident and destructive. Customer relationship management (CRM) platform is ...
Implications of Blockchain Technology in the Health Domain Baysal, Merve Vildan; Özcan Top, Özden; Betin Can, Aysu (2021-09-09) Blockchains are tamper-evident and tamper-resistant digital ledgers. Due to their distributed and shared nature, and their cryptographic functions, blockchains are resilient to alterations. They provide a trustworthy envir...
Rotation Calibration of Rigid Spherical Microphone Arrays for Multi-perspective 6DoF Audio Recordings Olgun, Orhun; Erdem, Ege; Hacıhabiboğlu, Hüseyin (2021-09-08) The preferred approach for multi-perspective six-degrees-of-freedom (6DoF) audio involves using multiple rigid spherical microphone arrays (RSMA) that can capture higher-order Ambisonics. RSMAs are spherically symmetric an...
Runs of homozygosity suggest a reduction in inbreeding through the Holocene Gürün, Kanat; Altınışık, Nefize Ezgi; Gemici, Hasan Can; Karamurat, Cansu; Koptekin, Dilek; Vural, Kıvılcım Başak; Mapelli, Igor; Sağlıcan, Ekin; Sürer, Elif; Erdal, Yılmaz Selim; Götherström, Anders; Özer, Füsun; Atakuman, Çiğdem; Somel, Mehmet (2021-06-01) How the advent of agriculture and social complexity changed human inbreeding patterns is unclear. Ethnographic work suggests low levels of consanguinity in modern-day foragers compared to farmer communities. Meanwhile, t...
First Genomic Insights into Pre-pottery Neolithic of Upper Mesopotamia Altınışık, Nefize Ezgi; Aydoğan, Ayça; Kazancı, Duygu Deniz; Vural, Kıvılcım Başak; Koptekin, Dilek; Özkan, Mustafa; Gemici, Hasan Can; Karamurat, Cansu; Erdal, Ömür Dilek; Götherström, Anders; Sürer, Elif; Atakuman, Çiğdem; Erim, Aslı; Özer, Füsun; Somel, Mehmet; Erdal, Yılmaz Selim (2021-06-01) Recent studies showed that Neolithic populations in southwest Asia included distinct gene pools in the Levant, in Central Anatolia, and in the Zagros. Further, genomic comparisons suggested that all three populations adopt...

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