Yazar "Batur Şahin, Canan" için listeleme
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Augmented grasshopper optimization algorithm by differential evolution: a power scheduling application in smart homes
Ziadeh, Ahmad; Abualigah, Laith; Abd Elaziz, Mohamed; Batur Şahin, Canan; Almazroi, Abdulwahab Ali; Omari, Mahmoud (Springer, 2021)With the increasing number of electricity consumers, production, distribution, and consumption problems of produced energy have appeared. This paper proposed an optimization method to reduce the peak demand using smart ... -
DCW-RNN: Improving Class Level Metrics for Software Vulnerability Detection Using Artificial Immune System with Clock-Work Recurrent Neural Network
Batur Şahin, Canan (IEEE (Institute of Electrical and Electronics Engineers), 2021)As the defenses evolve, so do the solutions to a software vulnerability. The primary reason for security incidents, e.g., cyber-attacks, originates from software vulnerabilities. It is challenging to enhance the performance ... -
Improving Automated Arabic Essay Questions Grading Based on Microsoft Word Dictionary
Hailat, Muath; Otair, Mohammed; Abualigah, Laith; Houssein, Essam; Batur Şahin, Canan (Springer Science and Business Media Deutschland GmbH, 2021)There are three main types of questions: true/false, multiple choice, and essay questions; it is easy to implement automatic grading system (AGS) for multiple choice and true/false questions because the answers are specific ... -
A novel deep learning-based feature selection model for improving the static analysis of vulnerability detection
Batur Şahin, Canan; Abualigah, Laith (Springer, 2021)The automatic detection of software vulnerabilities is considered a complex and common research problem. It is possible to detect several security vulnerabilities using static analysis (SA) tools, but comparatively high ... -
Prediction of software vulnerability based deep symbiotic genetic algorithms: Phenotyping of dominant-features
The detection of software vulnerabilities is considered a vital problem in the software security area for a long time. Nowadays, it is challenging to manage software security due to its increased complexity and diversity. ... -
The Role of Vulnerable Software Metrics on Software Maintainability Prediction
Batur Şahin, Canan (Dergipark, 2021)Software maintainability is among the basic quality features of software engineering. Vulnerability prediction is crucial to protect software maintainability from attacks for cybersecurity. Hence, managing vulnerability ... -
Sequential Feature Maps with LSTM Recurrent Neural Networks for Robust Tumor Classification
Batur Şahin, Canan; Diri, Banu (2021)In the field of biomedicine, applications for the identification of biomarkers require a robust gene selection mechanism. To identify the characteristic marker of an observed event, the selection of attributes becomes ...