Browsing by Author "Elen, Abdullah"
Now showing items 1-9 of 9
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An application to control media player with voice commands
Avuçlu, Emre; Özcifçi, Ayhan; Elen, Abdullah (Gazi Üniversitesi, 2020)Using technology today is of great importance in terms of making people's lives easier. It has become very easy to run some applications with technology. In this study, an application that provides media player control ... -
Automatic detection of petiole border in plant leaves
Elen, Abdullah; Avuçlu, Emre (SAGE Publications Ltd, 2021)Plants are our source of oxygen and nutrients on earth. Therefore, conservation of biodiversity is vital for the survival of other species. With the developing technology, plant species can be examined more closely. Image ... -
A comparison of classification methods for diagnosis of Parkinson's
Elen, Abdullah; Avuçlu, Emre (İsmail Sarıtaş, 2020)Parkinson's is a neurological health problem and one of the most common diseases affecting more than four million people worldwide. Recent studies have shown that deterioration of vocal cords, especially from Parkinson's, ... -
Designing a dynamic system to control building components and computers with voice commands for disabled individuals
Avuçlu, Emre; Özçifçi, Ayhan; Elen, Abdullah (Springer, 2023)Nowadays, with the development of technology, there have been many innovations in human life. Technology has made many things easier in human life depending on these innovations. In this study, an application has been ... -
Evaluation of train and test performance of machine learning algorithms and Parkinson diagnosis with statistical measurements
Avuçlu, Emre; Elen, Abdullah (Springer Science and Business Media Deutschland GmbH, 2020)Parkinson’s disease is a neurological disorder that causes partial or complete loss of motor reflexes and speech and affects thinking, behavior, and other vital functions affecting the nervous system. Parkinson’s disease ... -
A hybrid machine learning model for classifying time series
Elen, Abdullah; Avuçlu, Emre (Springer Science and Business Media Deutschland GmbH, 2022)A time series is a sequence of numerical data points in equal time intervals and/or successive order. Time series are used in many fields to understand the behavior of systems, to make predictions, to create solutions to ... -
Making inferences about settlements from satellite images using glowworm swarm optimization
Avuçlu, Emre; Elen, Abdullah; Kahramanlı Örnek, Humar (Korean Institute of Electrical Engineers, 2020)Optimization is the process of choosing the best one among existing possibilities under particular circumstances in a problem. There are various algorithms for optimization problems nowadays. Metaheuristic algorithms are ... -
A new dynamic feature extraction method for biometric images
Avuçlu, Emre; Elen, Abdullah; Özçifçi, Ayhan (Gazi Üniversitesi, 2021)The image of biometric properties in humans is used in many fields today. Regardless of these features, it is necessary to first translate it into data that the computer understands. In this study, automatic and dynamic ... -
Standardized Variable Distances: A distance-based machine learning method
Elen, Abdullah; Avuçlu, Emre (Elsevier, 2021)Today, machine learning algorithms are an important research area capable of analyzing and modeling data in any field. Information obtained through machine learning methods helps researchers and planners to understand and ...
