Browsing Bilişim Sistemleri Mühendisliği Bölümü Koleksiyonu by Author "0000-0003-1855-1882"
Now showing items 1-9 of 9
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Automatic Speaker Recognition Using Mel-Frequency Cepstral Coefficients Through Machine Learning
Ayvaz, Uğur; Gürüler, Hüseyin; Khan, Faheem; Ahmed, Naveed; Whangbo, Taegkeun (Tech Science Press, 2022)Automatic speaker recognition (ASR) systems are the field of Human-machine interaction and scientists have been using feature extraction and feature matching methods to analyze and synthesize these signals. One of the most ... -
An Efficient and Reliable Algorithm for Wireless Sensor Network
Khan, Faheem; Ahmad, Shabir; Gürüler, Hüseyin; Çetin, Gürcan; Whangbo, Taegkeun; Kim, Cheong-Ghil (Multidisciplinary Digital Publishing Institute (MDPI), 2021)In wireless sensor networks (WSN), flooding increases the reliability in terms of successful transmission of a packet with higher overhead. The flooding consumes the resources of the network quickly, especially in sensor ... -
An Efficient and Reliable Multicasting for Smart Cities
Khan, Faheem; Zahid, Muhammed; Gürüler, Hüseyin; Tarımer, İlhan; Whangbo, Taegkeun (TECH SCIENCE PRESS, 2022)The Internet of thing (IoT) is a growing concept for smart cities, and it is compulsory to communicate data between different networks and devices. In the IoT, communication should be rapid with less delay and overhead. ... -
Man Overboard Detection System Using IoT for Navigation Model
Gürüler, Hüseyin; Altun, Murat; Khan, Faheem; Whangbo, Taegkeun (Tech Science Press, 2022)Security measures and contingency plans have been established in order to ensure human safety especially in the floating elements like ferry, roro, catamaran, frigate, yacht that are the vehicles services for the purpose ... -
Monkeypox Detection Using CNN with Transfer Learning
Altun, Murat; Gürüler, Hüseyin; Özkaraca, Osman; Khan, Faheem; Khan, Jawad; Lee, Youngmoon (MDPI, 2023)Monkeypox disease is caused by a virus that causes lesions on the skin and has been observed on the African continent in the past years. The fatal consequences caused by virus infections after the COVID pandemic have caused ... -
Rapid Automated Classification of Anesthetic Depth Levels using GPU Based Parallelization of Neural Networks
Peker, Musa; Sen, Baha; Gürüler, Hüseyin (Springer, 2015)The effect of anesthesia on the patient is referred to as depth of anesthesia. Rapid classification of appropriate depth level of anesthesia is a matter of great importance in surgical operations. Similarly, accelerating ... -
Security-based explainable artificial intelligence (XAI) in healthcare system
Gürüler, Hüseyin; Islam, Naveed; Din, Alloud (INST ENGINEERING TECH-IET, 2022)Explainable Artificial Intelligence (XAI) is one of the most advanced research areas of Artificial Intelligence (AI). To explain the deep learning (DL) model is the main objective of XAI. It deals with artificial models ... -
Soft computing model on genetic diversity and pathotype differentiation of pathogens: A novel approach
Gürüler, Hüseyin; Peker, Musa; Baysal, Ömür (Univ Catolica de Valparaiso, 2015)Background: Identifying and validating biomarkers' scores of polymorphic bands are important for studies related to the molecular diversity of pathogens. Although these validations provide more relevant results, the ... -
USE OF FACIAL EMOTION RECOGNITION IN E-LEARNING SYSTEMS
Ayvaz, Uğur; Gürüler, Hüseyin; Devrim, Mehmet Osman (Natl Acad Pedagogical Sciences Ukraine, Inst Info Technol & Learning Tools, 2017)Since the personal computer usage and internet bandwidth are increasing, e-learning systems are also widely spreading. Although e-learning has some advantages in terms of information accessibility, time and place flexibility ...