Browsing Computer Science by Author "1"
Now showing items 221-232 of 232
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Uncertainty-aware situational understanding
Tomsett, R.; Kaplan, L.; Cerutti, F.; Sullivan, P.; Vente, D.; Vilamala, M. R.; Kimmig, A.; Preece, A.; Şensoy, Murat (SPIE, 2019)Situational understanding is impossible without causal reasoning and reasoning under and about uncertainty, i.e. prob-abilistic reasoning and reasoning about the confidence in the uncertainty assessment. We therefore ... -
Use of line spectral frequencies for emotion recognition from speech
Bozkurt, E.; Erzin, E.; Eroğlu Erdem, Ç.; Erdem, Tanju (IEEE, 2010)We propose the use of the line spectral frequency (LSF) features for emotion recognition from speech, which have not been been previously employed for emotion recognition to the best of our knowledge. Spectral features ... -
Using convolutional neural networks to automate aircraft maintenance visual inspection
Doğru, Anıl; Bouarfa, S.; Arizar, R.; Aydoğan, Reyhan (MDPI, 2020-12)Convolutional Neural Networks combined with autonomous drones are increasingly seen as enablers of partially automating the aircraft maintenance visual inspection process. Such an innovative concept can have a significant ... -
Using hypergraph clustering for software architecture reconstruction of data-tier software
Ersoy, E.; Kaya, K.; Altınışık, M.; Sözer, Hasan (Springer International Publishing, 2016)Software architecture reconstruction techniques aim at recovering software architecture documentation regarding a software system. These techniques mainly analyze coupling/dependencies among the software modules to group ... -
Utilizing clone detection for domain analysis of simulation systems
Astekin, M.; Sözer, Hasan (IEEE, 2012)This paper presents a case study on utilizing a clone detection technique for deriving commonalities among four different industrial simulation software systems. We have examined cloning both within each system and across ... -
Variability viewpoint for introducing variability in software architecture viewpoints
Tekinerdogan, B.; Sözer, Hasan (ACM, 2012)Variability is the ability of a software system to be changed for a specific context, in a preplanned manner. As such, to facilitate the instantiation of a software architecture the variability concern needs to be explicitly ... -
Variational closed-Form deep neural net inference
Kandemir, Melih (Elsevier, 2018-09)We introduce a Bayesian construction for deep neural networks that is amenable to mean field variational inference that operates solely by closed-form update rules. Hence, it does not require any learning rate to be manually ... -
Verification and analysis of domain-specific models of physical characteristics in embedded control software
Roo, A. de; Sözer, Hasan; Akşit, M. (Elsevier, 2012-12)ContextA considerable portion of the software systems today are adopted in the embedded control domain. Embedded control software deals with controlling a physical system, and as such models of physical characteristics ... -
Want to play DASH?: a game theoretic approach for adaptive streaming over HTTP
Bentaleb, A.; Beğen, Ali Cengiz; Harous, S.; Zimmermann, R. (Association for Computing Machinery, Inc, 2018-06-12)In streaming media, it is imperative to deliver a good viewer experience to preserve customer loyalty. Prior research has shown that this is rather difficult when shared Internet resources struggle to meet the demand from ... -
Weight update skipping: Reducing training time for artificial neural networks
Safayenikoo, P.; Aktürk, İsmail (IEEE, 2021-12)Artificial Neural Networks (ANNs) are known as state-of-the-art techniques in Machine Learning (ML) and have achieved outstanding results in data-intensive applications, such as recognition, classification, and segmentation. ... -
Welcome from the general chairs
Uğurdağ, Hasan Fatih; Silveira, L. M. (IEEE, 2013) -
Yapay yaşam simülasyonunda hayatta kalmak
Dev, Onur Barış; Aydoğan, Reyhan; Öztop, Erhan (IEEE, 2017)Yapay yaşam, doğal yaşamdaki mekanizmaları bilgisayar ortamında taklit ederek bir yandan canlılık hakkında yeni bilgiler üretirken, diğer yandan ise mühendislik alanlarına katkı vermektedir. Bu makale geliştirdiğimiz yapay ...
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