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Recent Submissions

Sketch Recognition for Interactive Game Experiences Using Neural Networks
Korkut, Elif Hilal; Sürer, Elif (2021-11-02)
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...
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...
Polyp Detection in Colonoscopy Images using Deep Learning and Bootstrap Aggregation
Polat, Görkem; Işık Polat, Ece; Kayabay, Kerem; Temizel, Alptekin (2021-4-13)
Computer-aided polyp detection is playing an increasingly more important role in the colonoscopy procedure. Although many methods have been proposed to tackle the polyp detection problem, their out-of-distribution test res...
Generative Data Augmentation for Vehicle Detection in Aerial Images
Kumdakçı, Hilmi; Öngün, Cihan; Temizel, Alptekin (null; 2021-01-15)
Scarcity of training data is one of the prominent problemsfor deep networks which require large amounts data. Data augmentationis a widely used method to increase the number of training samples andtheir variations. In this...
Automatic detection of cyber security events from turkish twitter stream and newspaper data
Ural, Özgür; Acartürk, Cengiz (2021-01-01)
Copyright © 2021 by SCITEPRESS – Science and Technology Publications, Lda. All rights reservedCybersecurity experts scan the internet and face security events that influence user and institutions. An information security a...
Weak-Key Distinguishers for AES
Grassi, Lorenzo; Leander, Gregor; Rechberger, Christian; Tezcan, Cihangir; Wiemer, Friedrich (2021-01-01)
In this paper, we analyze the security of AES in the case in which the whitening key is a weak key.
Data Science Roadmapping: Towards an Architectural Framework
KAYABAY, KEREM; Gökalp, Mert Onuralp; Gökalp, Ebru; Eren, Pekin Erhan; Koçyiğit, Altan (2020-11-24)
© 2020 IEEE.The availability of big data and related technologies enables businesses to exploit data for competitive advantage. Still, many industries face obstacles while leveraging data science to overcome business probl...
Investigation on the use of hidden layers, different numbers of neurons and different activation functions to detect pupil dilation responses to stress
Somuncuoğlu, Abdullah Nuri; Purutçuoğlu Gazi, Vilda; Arı, Fikret; Gökçay, Didem (2020-11-19)
Comparison of data interpolation methods in time course pupil diameter data
Farzin, Mahdieh; Purutçuoğlu Gazi, Vilda; Arı, Fikret; Gökçay, Didem (2020-11-19)
Neurophysiological investigation of dual N-back task with fNIRS and EEG hyperscanning
Usal, Kerem Alp; Çakır, Murat Perit (2020-11-06)
Effects of attachment styles on PFC during social interaction: an fNIRS hyperscanning study
Yargıçoğlu Şahin, Burcu; Çakır, Murat Perit; Başkak, Bora (2020-11-06)
Investigation of brain-to-brain synchronization patterns via fNIRS hyperscanning
Çakır, Murat Perit (2020-11-06)
THE RIGHT PERSON TO THE RIGHT JOB: DEVELOPING A TWO-SIDED MATCHING METHODOLOGY BASED ON REAL EMPLOYEE DATA
Mutlu Arsal, Fatma; Özkan Yıldırım, Sevgi (null; 2020-10-10)
Talented employee is one of the most important factors that carries companies to success in today's business world. However, making employees work in the right position so that it is compatible with their ability, natur...
Bit-level Parallelization of 3DES Encryption on GPU
Altınok, Kaan Furkan; Peker, Afşin; Temizel, Alptekin (null; 2020-10-09)
Optimization of XNOR Convolution for Binary Convolutional Neural Networks on GPU
Kaya, Mete Can; İnci, Alperen; Temizel, Alptekin (2020-10-09)
Binary convolutional networks have lower computational load and lower memory foot-print compared to their full-precision counterparts. So, they are a feasible alternative for the deployment of computer vision applications ...
Using Generative Adversarial Nets on Atari Games for Feature Extraction in Deep Reinforcement Learning
Aydın, Ayberk; Sürer, Elif (2020-10-05)
Save the Planets: A Multipurpose Serious Game to Raise Environmental Awareness and to Initiate Change
Özgen, Dilay Seda; Afacan, Yasemin; Sürer, Elif (2020-09-11)
Serious games address not only entertainment purposes but also the transformations on the behaviors of their players. Serious games have recently been used in several domains, such as education, training, rehabilitation, a...
In vitro validation of drug-target interactions revealed in silico by Comprehensive Resource of Biomedical Relations with Network Representations and Deep Learning (CROssBAR) in HCC
Nalbat, Esra; RİFAİOĞLU, AHMET SÜREYYA; DOĞAN, TUNCA; Martin, Maria Jesus; Cetin-Atalay, Rengul; Atalay, Mehmet Volkan (2020-08-01)
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