The aim of this study is to propose an alternative and hybrid solution method for diagnosing the ... more The aim of this study is to propose an alternative and hybrid solution method for diagnosing the disease from histopathology images taken from animals with paratuberculosis and intact intestine. In detail, the hybrid method is based on using both image processing and deep learning for better results. Reliable disease detection from histo-pathology images is known as an open problem in medical image processing and alternative solutions need to be developed. In this context, 520 histopathology images were collected in a joint study with Burdur Mehmet Akif Ersoy University, Faculty of Veterinary Medicine, and Department of Pathology. Manually detecting and interpreting these images requires expertise and a lot of processing time. For this reason, veterinarians, especially newly recruited physicians, have a great need for imaging and computer vision systems in the development of detection and treatment methods for this disease. The proposed solution method in this study is to use the CL...
Bu calismada, veri setlerinin kumelenmesi icin kullanilan yontemlerden biri olan K-ortalama yonte... more Bu calismada, veri setlerinin kumelenmesi icin kullanilan yontemlerden biri olan K-ortalama yontemi incelenmistir. Buna istinaden buyuk olcekte verilen veri setlerini kumelemekte bir takim zorluklar yasandigindan oturu boyut indirgemede yaygin olarak kullanilan Temel Bilesenler Analizi yontemi kullanilmistir. 3 farkli kumeye ayrilmak istenen veri seti icin oncelikle, k-ortalama yontemi uygulanmis olup, toplamdaki hata sayisi 16 olarak gorulmustur. Sonrasinda temel bilesenler analizi kullanilarak boyut indirgenmis ve boylelikle 16 olan hata sayisi 13’e dusmustur.
It is very important to adhere strictly to ethical and social influences when delivering most of ... more It is very important to adhere strictly to ethical and social influences when delivering most of our life to artificial intelligence systems. With industry 4.0, the internet of things, data analysis and automation have begun to be of great importance in our lives. With the Yapanese version of Industry 5.0, it has come to our attention that machine-human interaction and human intelligence are working in harmony with the cognitive computer. In this context, robots working on artificial intelligence algorithms co-ordinated with the development of technology have begun to enter our lives. But the consequences of the recent complaints of the Robots have been that important issues have arisen about how to be followed in terms of intellectual property and ethics. Although there are no laws regulating robots in our country at present, laws on robot ethics and rights abroad have entered into force. This means that it is important that we organize the necessary arrangements in the way that ro...
Bu calismada, veri setlerinin kumelenmesi icin kullanilan yontemlerden biri olan K-ortalama yonte... more Bu calismada, veri setlerinin kumelenmesi icin kullanilan yontemlerden biri olan K-ortalama yontemi incelenmistir. Buna istinaden buyuk olcekte verilen veri setlerini kumelemekte bir takim zorluklar yasandigindan oturu boyut indirgemede yaygin olarak kullanilan Temel Bilesenler Analizi yontemi kullanilmistir. 3 farkli kumeye ayrilmak istenen veri seti icin oncelikle, k-ortalama yontemi uygulanmis olup, toplamdaki hata sayisi 16 olarak gorulmustur. Sonrasinda temel bilesenler analizi kullanilarak boyut indirgenmis ve boylelikle 16 olan hata sayisi 13’e dusmustur.
Bu calismada, veri setlerinin kumelenmesi icin kullanilan yontemlerden biri olan K-ortalama yonte... more Bu calismada, veri setlerinin kumelenmesi icin kullanilan yontemlerden biri olan K-ortalama yontemi incelenmistir. Buna istinaden buyuk olcekte verilen veri setlerini kumelemekte bir takim zorluklar yasandigindan oturu boyut indirgemede yaygin olarak kullanilan Temel Bilesenler Analizi yontemi kullanilmistir. 3 farkli kumeye ayrilmak istenen veri seti icin oncelikle, k-ortalama yontemi uygulanmis olup, toplamdaki hata sayisi 16 olarak gorulmustur. Sonrasinda temel bilesenler analizi kullanilarak boyut indirgenmis ve boylelikle 16 olan hata sayisi 13’e dusmustur.
It is very important to adhere strictly to ethical and social influences when delivering most of ... more It is very important to adhere strictly to ethical and social influences when delivering most of our life to artificial intelligence systems. With industry 4.0, the internet of things, data analysis and automation have begun to be of great importance in our lives. With the Yapanese version of Industry 5.0, it has come to our attention that machine-human interaction and human intelligence are working in harmony with the cognitive computer. In this context, robots working on artificial intelligence algorithms co-ordinated with the development of technology have begun to enter our lives. But the consequences of the recent complaints of the Robots have been that important issues have arisen about how to be followed in terms of intellectual property and ethics. Although there are no laws regulating robots in our country at present, laws on robot ethics and rights abroad have entered into force. This means that it is important that we organize the necessary arrangements in the way that ro...
The aim of this study is to propose an alternative and hybrid solution method for diagnosing the ... more The aim of this study is to propose an alternative and hybrid solution method for diagnosing the disease from histopathology images taken from animals with paratuberculosis and intact intestine. In detail, the hybrid method is based on using both image processing and deep learning for better results. Reliable disease detection from histo-pathology images is known as an open problem in medical image processing and alternative solutions need to be developed. In this context, 520 histopathology images were collected in a joint study with Burdur Mehmet Akif Ersoy University, Faculty of Veterinary Medicine, and Department of Pathology. Manually detecting and interpreting these images requires expertise and a lot of processing time. For this reason, veterinarians, especially newly recruited physicians, have a great need for imaging and computer vision systems in the development of detection and treatment methods for this disease. The proposed solution method in this study is to use the CL...
Bu calismada, veri setlerinin kumelenmesi icin kullanilan yontemlerden biri olan K-ortalama yonte... more Bu calismada, veri setlerinin kumelenmesi icin kullanilan yontemlerden biri olan K-ortalama yontemi incelenmistir. Buna istinaden buyuk olcekte verilen veri setlerini kumelemekte bir takim zorluklar yasandigindan oturu boyut indirgemede yaygin olarak kullanilan Temel Bilesenler Analizi yontemi kullanilmistir. 3 farkli kumeye ayrilmak istenen veri seti icin oncelikle, k-ortalama yontemi uygulanmis olup, toplamdaki hata sayisi 16 olarak gorulmustur. Sonrasinda temel bilesenler analizi kullanilarak boyut indirgenmis ve boylelikle 16 olan hata sayisi 13’e dusmustur.
It is very important to adhere strictly to ethical and social influences when delivering most of ... more It is very important to adhere strictly to ethical and social influences when delivering most of our life to artificial intelligence systems. With industry 4.0, the internet of things, data analysis and automation have begun to be of great importance in our lives. With the Yapanese version of Industry 5.0, it has come to our attention that machine-human interaction and human intelligence are working in harmony with the cognitive computer. In this context, robots working on artificial intelligence algorithms co-ordinated with the development of technology have begun to enter our lives. But the consequences of the recent complaints of the Robots have been that important issues have arisen about how to be followed in terms of intellectual property and ethics. Although there are no laws regulating robots in our country at present, laws on robot ethics and rights abroad have entered into force. This means that it is important that we organize the necessary arrangements in the way that ro...
Bu calismada, veri setlerinin kumelenmesi icin kullanilan yontemlerden biri olan K-ortalama yonte... more Bu calismada, veri setlerinin kumelenmesi icin kullanilan yontemlerden biri olan K-ortalama yontemi incelenmistir. Buna istinaden buyuk olcekte verilen veri setlerini kumelemekte bir takim zorluklar yasandigindan oturu boyut indirgemede yaygin olarak kullanilan Temel Bilesenler Analizi yontemi kullanilmistir. 3 farkli kumeye ayrilmak istenen veri seti icin oncelikle, k-ortalama yontemi uygulanmis olup, toplamdaki hata sayisi 16 olarak gorulmustur. Sonrasinda temel bilesenler analizi kullanilarak boyut indirgenmis ve boylelikle 16 olan hata sayisi 13’e dusmustur.
Bu calismada, veri setlerinin kumelenmesi icin kullanilan yontemlerden biri olan K-ortalama yonte... more Bu calismada, veri setlerinin kumelenmesi icin kullanilan yontemlerden biri olan K-ortalama yontemi incelenmistir. Buna istinaden buyuk olcekte verilen veri setlerini kumelemekte bir takim zorluklar yasandigindan oturu boyut indirgemede yaygin olarak kullanilan Temel Bilesenler Analizi yontemi kullanilmistir. 3 farkli kumeye ayrilmak istenen veri seti icin oncelikle, k-ortalama yontemi uygulanmis olup, toplamdaki hata sayisi 16 olarak gorulmustur. Sonrasinda temel bilesenler analizi kullanilarak boyut indirgenmis ve boylelikle 16 olan hata sayisi 13’e dusmustur.
It is very important to adhere strictly to ethical and social influences when delivering most of ... more It is very important to adhere strictly to ethical and social influences when delivering most of our life to artificial intelligence systems. With industry 4.0, the internet of things, data analysis and automation have begun to be of great importance in our lives. With the Yapanese version of Industry 5.0, it has come to our attention that machine-human interaction and human intelligence are working in harmony with the cognitive computer. In this context, robots working on artificial intelligence algorithms co-ordinated with the development of technology have begun to enter our lives. But the consequences of the recent complaints of the Robots have been that important issues have arisen about how to be followed in terms of intellectual property and ethics. Although there are no laws regulating robots in our country at present, laws on robot ethics and rights abroad have entered into force. This means that it is important that we organize the necessary arrangements in the way that ro...
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