Browsing by Author "Avuçlu, Emre"
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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 ... -
Automatically Finding the Biggest Fold Value for More Accurate Classification and Diagnosis in Machine Learning Algorithms
Avuçlu, Emre (Springer, 2024)Correct diagnosis in medicine is of great importance as it is one of the most important issues in medicine. Today, researchers have embarked on many new searches to make an accurate medical diagnosis. In order for any ... -
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, ... -
COVID-19 detection using X-ray images and statistical measurements
Avuçlu, Emre (Elsevier B.V., 2022)The COVID-19 pandemic spread all over the world, starting in China in late 2019, and significantly affected life in all aspects. As seen in SARS, MERS, COVID-19 outbreaks, coronaviruses pose a great threat to world health. ... -
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 ... -
Determination age and gender with developed a novel algorithm in image processing techniques by implementing to dental X-ray images
Avuçlu, Emre; Başçiftçi, Fatih (Romanıan Legal Med Soc, 2018)Age determination process is very important in legal medicine and forensic sciences. After a massive disaster or a legal situation, identification may be required. Age determination process is requested from the forensic ... -
Determination age and gender with edge detection algorithms using dental X-ray images
Başçiftçi, Fatih; Avuçlu, Emre (TUBITAK, 2020)Age determination in forensic medicine is a very important issue in terms of criminal and law. In case of any disaster or unlawfulness, identification may be required. In such cases, the competent authorities ask the ... -
The determination of age and gender by implementing new image processing methods and measurements to dental X-ray images
Avuçlu, Emre; Başçiftçi, Fatih (Elsevier, 2020)All of the features used to identify and distinguish people from others constitute that person's identity. For any reason, a person's identity may need to be identified and distinguished from other people. Authorities ... -
Determining the most accurate machine learning algorithms for medical diagnosis using the monk’ problems database and statistical measurements
Avuçlu, Emre (Taylor and Francis Ltd., 2023)Computer-aided diagnosis process in the field of health, especially cancer diagnosis, is of vital importance. Computer-aided diagnosis helps specialist physicians to make the most accurate diagnosis. According to research ... -
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 ... -
An expert system design to diagnose cancer by using a new method reduced rule base
Basçiftçi, Fatih; Avuçlu, Emre (Elsevier, 2018)Background and objectives: A Medical Expert System (MES) was developed which uses Reduced Rule Base to diagnose cancer risk according to the symptoms in an individual. A total of 13 symptoms were used. With the new MES, ... -
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 ... -
An interactive robot design to find missing people and inform their location by real-time face recognition system on moving images
Avuçlu, Emre; Başçiftçi, Fatih (Wiley, 2022)In every country over the world, missing children and adults is a social problem. This problem affects both the relatives of the missing people and the community materially and morally. This article presents a new and ... -
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 approach to minimize the loss of life after natural hazards by using Android operating system
Avuçlu, Emre; Basçiftçi, Fatih (Springer, 2018)Nowadays, the usage rates of smartphones are increasing rapidly. With the versatility of its features, smartphones have succeeded in attracting users. Performing this study has also affected the usage rate of smartphones ... -
New approaches to determine age and gender in image processing techniques using multilayer perceptron neural network
Avuçlu, Emre; Basçiftçi, Fatih (Elsevier Science Bv, 2018)As a result of some events (disasters, inheritance, disappearances etc.), age and gender determination can be vital for people. Forensic medical institutions make the determination of age by examining the structures such ... -
A new data augmentation method to use in machine learning algorithms using statistical measurements
Avuçlu, Emre (Elsevier B.V., 2021)Cancer disease is among the leading causes of death in the world today. It has been scientifically proven that if the disease is detected in the first stages, the success rate in treatment can be close to 100%. Accordingly, ... -
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 ... -
A new hybrid model for classification of corn using morphological properties
Avuçlu, Emre; Taşdemir, Şakir; Köklü, Murat (Springer Science and Business Media Deutschland GmbH, 2023)Automated classification of corn is important for corn sorting in intelligent agriculture. Corn classification process is a necessary and accurate process in many places in the world today. Correct corn classification is ...
