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Browsing by Author "Tekinerdoğan, Bedir"

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Analysis of transfer learning for deep neural network based plant classification models

Kaya, Aydın; Keçeli, Ali Seydi; Çatal, Çağatay; Yalıç, Hamdi Yalın; Temuçin, Hüseyin; Tekinerdoğan, Bedir (2019-03)

Plant species classification is crucial for biodiversity protection and conservation. Manual classification is time-consuming, expensive, and requires experienced experts who are often limited available. To cope with these ...
Development of a recurrent neural networks-based calving prediction model using activity and behavioral data

Keçeli, Ali Seydi; Çatal, Çağatay; Kaya, Aydın; Tekinerdoğan, Bedir (2020-03)

Accurate prediction of calving time in dairy cattle is crucial for dairy herd management to reduce risks like dystocia and pain. Prediction of calving using traditional, manual observation such as observing breeding records ...
Model analytics for defect prediction based on design-level metrics and sampling techniques

Kaya, Aydın; Keçeli, Ali Seydi; Çatal, Çağatay; Tekinerdoğan, Bedir (Academic Press, 2020)

Predicting software defects in the early stages of the software development life cycle, such as the design and requirement analysis phase, provides significant economic advantages for software companies. Model analytics ...
Softare Vulnerability Prediction using Extreme Learning Machines Algorithm

Keçeli, Ali Seydi; Kaya, Aydın; Çatal, Çağatay; Tekinerdoğan, Bedir (2019)

Software vulnerability prediction aims to detect vulnerabilities in the source code before the software is deployed into the operational environment. The accurate prediction of vulnerabilities helps to allocate more ...
The impact of feature types, classifiers, and data balancing techniques on software vulnerability prediction models

Kaya, Aydın; Keçeli, Ali Seydi; Çatal, Çağatay; Tekinerdoğan, Bedir (2019-09)

Software vulnerabilities form an increasing security risk for software systems, that might be exploited to attack and harm the system. Some of the security vulnerabilities can be detected by static analysis tools and ...

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Browsing by Author "Tekinerdoğan, Bedir"

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