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Temizel, Alptekin (73)
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Computer software. (33)
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Recent Submissions

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...
A techno-sustainable bio-waste management strategy for closing chickpea yield gap
Ozdemir, Saim; Özdemir, Serkan; Ozer, Hasan; YETİLMEZSOY, Kaan (Elsevier BV, 2021-01-01)
© 2020 Elsevier LtdSustainable development goals imply environmentally sound management of all wastes to minimize the waste generation through prevention, reduction, recycling, and reuse. In particular, the poultry industr...
Genome-wide sequence analysis of human splice acceptor regions for motif discovery
Karaduman Bahçe, Gülşah; Aydın Son, Yeşim; Department of Medical Informatics (2020-12-23)
For eukaryotic cells, alternative splicing of genes is a vital mechanism that drives protein diversity. Splicing signals on the genomic sequence controls the regulatory factors that orchestrate the alternative splicing. 3’...
Assessing the readiness of Turkish health information systems for integrating genetic/genomic patient data: System architecture and available terminologies, legislative, and protection of personal data.
Şık, Ayhan Serkan; Aydınoğlu, Arsev Umur; Aydın Son, Yeşim (Elsevier BV, 2020-12-08)
Advances in genetic/genomic research and translational studies drive the progress on molecular diagnosis, personalised treatment, and monitoring. Healthcare professionals and governments are encouraged to set administrativ...
In vitro effects of boric acid on human liver hepatoma cell line (HepG2) at the half-maximal inhibitory concentration
Tombuloğlu, Ayşegül; Çöpoğlu, Hülya; Aydın Son, Yeşim; Güray, Nülüfer Tülün (2020-12-01)
Boron is a prominent part of the human diet and one of the essential trace elements for humans. Dietary boron is mostly transformed into boric acid within the body and has been associated with desirable health outcomes. No...
Neural Network Based Pavement Condition Assessment with Hyperspectral Images
Özdemir, Okan Bilge; Soydan, Hilal; Yardimci Cetin, Yasemin; Düzgün, Hafize Şebnem (MDPI AG, 2020-12-01)
Hyperspectral image processing techniques, with their ability to provide information about the chemical compositions of materials, have great potential for pavement condition assessment. This study introduces a novel age-b...
Identification of nonlinear features in cortical and subcortical signals of Parkinson's Disease patients via a novel efficient measure
Özkurt, Tolga Esat; Akram, Harith; Zrinzo, Ludvic; Limousin, Patricia; Foltynie, Tom; Oswal, Ashwini; Litvak, Vladimir (Elsevier BV, 2020-12-01)
This study offers a novel and efficient measure based on a higher order version of autocorrelative signal memory that can identify nonlinearities in a single time series. The suggested method was applied to simultaneously ...
Implementation of a Generic Framework on Crowd Simulation: A New Environment to Model Crowd Behavior and Design Video Games
Yücel, Furkan; Sürer, Elif (2020-12-01)
Crowd behavior is the collective act and gathering of a group of individuals to achieve a shared purpose. Swarm intelligence-based optimization algorithms are usually used to solve complex problems for crowd behavior. Crow...
Developing a Space Syntax-Based Evaluation Method for Procedurally Generated Game Levels
Bıyık, Emin Alp; Sürer, Elif (2020-12-01)
Procedural content generation (PCG) has been an essential catalyzer in the last decade with its efficiency in creating game elements such as textures, game levels, and maps. Despite being successfully applied in various st...
Effects of interpersonal familiarity on the auditory distance perception of level-equalized reverberant speech
Demirkaplan, Ozgen; Hacıhabiboğlu, Hüseyin (2020-12-01)
Familiarity with sound sources is known to have a modulatory effect on auditory distance perception. However, the level of familiarity that can affect distance perception is not clearly understood. A subjective experiment ...
Continuous improvement on maturity and capability of Security Operation Centres
Acartürk, Cengiz; ULUBAY, MURAT; Erdur, Efe (2020-12-01)
This study addresses maturity and capability assessment of Security Operation Centres (SOC). It aims to contribute to continuous improvement for SOCs by proposing a complementary methodology that provides SOCs a self-asses...
An immersive performative architectural design tool with daylighting simulations: a building information modeling-based approach
Akin, Sahin; Ergun, Oguzcan; Sürer, Elif; Gürsel Dino, İpek (Emerald, 2020-11-01)
Purpose In performative architectural design, daylighting is a crucial design consideration; however, the evaluation of daylighting in the design process can be challenging. Immersive environments (IEs) can create a dynami...
Relational-Grid-World: a novel relational reasoning environment and an agent model for relational information extraction
Kucuksubasi, Faruk; Sürer, Elif (The Scientific and Technological Research Council of Turkey, 2020-11-01)
An investigation of interactions with conversational violations: Insights from visual perception and Gricean Maxim violations
Çağıltay, Bengisu; Acartürk, Cengiz; Department of Cognitive Sciences (2020-11)
Linguistic principles at various levels are crucial in maintaining a reliable and transparent communication for dyadic interactions. However, violating these principles might result in unwieldy and problematic communicatio...
Developing a scenario-based video game generation framework for computer and virtual reality environments: a comparative usability study
Sürer, Elif; Erkayaoğlu, Mustafa; Öztürk, Zeynep Nur; Yücel, Furkan; Bıyık, Emin Alp; Altan, Burak; Şenderin, Büşra; Oğuz, Zeliha; Gürer, Servet; Düzgün, H. Şebnem (Springer Science and Business Media LLC, 2020-10-31)
Serious games—games that have additional purposes rather than only entertainment—aim to educate people, solve, and plan several real-life tasks and circumstances in an interactive, efficient, and user-friendly way. Emergen...
A framework for information quality and coverageassessment for type 2 diabetes websites
Ölçer, Didem; Taşkaya Temizel, Tuğba; Department of Information Systems (2020-10-22)
Health information seekers often use search engines to access high-quality and up-to-date information. However, finding online high-quality health information is increasingly getting difficult due to the high volume of inf...
Phonological mediation in reading: a theoretical framework
Özkan, Ayşegül; Acartürk, Cengiz; Kırkıcı, Bilal; Department of Cognitive Sciences (2020-10-14)
A set of perceptual and cognitive processes at various levels, from low-level visual perception to high-level discourse comprehension, underlie reading. Accordingly, research on reading focuses on different aspects of re...
Statistical inference based load balanced routing in software defined networks
Kaya, Semih; Koçyiğit, Altan; Department of Information Systems (2020-10-14)
Networks have been the main method of transferring data for more than forty years. The traffic volumes and sizes of networks have increased considerably in the last two decades. The traditional methods used in the networ...
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...
Optimization of XNOR Convolution for Binary Convolutional Neural Networks on GPU
KAYA, METE CAN; İNCİ, ALPEREN; TEMİZEL, ALPTEKİN (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 ...