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 DATA MINING METHODOLOGY DEVELOPMENT. CLASSIFICATION CASE STUDY ON MARS CRATERS DETECTION AND VISUALIZATION ANALYSIS USING SAMMON'S MAPPING
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DATA MINING METHODOLOGY DEVELOPMENT. CLASSIFICATION CASE STUDY ON MARS CRATERS DETECTION AND VISUALIZATION ANALYSIS USING SAMMON'S MAPPING

автор Jue W. издательство Книга по Требованию Книги
Cтраниц 104        мягкая обложка       
Аннотация:It usually involves 4 tasks: The motivation of this project is to visualize the internal struture of a data set and facilitate the clustering operation on the data set. In the first chapter several Classification methods are applied on a real-world data set, the Mars crater data set. Data Mining is a tool that extracts useful and novel patterns from great amounts of data. In the second chapter Sammon' s Mapping method is studied and improved. Sammon' s Mapping is a projection method which simulates the high-dimension space to a low- dimension one. After the low-dimension Sammon' s Mapped space has been created the number of clusters can be observed. An external measurement of the Clustering result is also implemented in the project. This measurement objectively shows the accuracy of Clustering. With all the steps to implement the Sammon' s Mapping, a pipeline is established. The goal of this case study is to improve the accuracy of the crater detection on the remote sensing images of Mars. Two major branches of research are addressed in this book. Classification, Clustering, Association Rule Learning, and Regression.
Автор: Jue W.
Издательство: Книга по Требованию
Год:2010
Цена:
1893 руб
Нет в наличии
Поиск: DATA MINING METHODOLOGY DEVELOPMENT. CLASSIFICATION CASE STUDY ON MARS CRATERS DETECTION AND VISUALIZATION ANALYSIS USING SAMMON'S MAPPING
НОВЫЙ ГОД СИМВОЛ 2013 ГОДАУКРАШЕНИЯ
КАРНАВАЛ НА НОВЫЙ ГОД РАСПРОДАЖА
Ортомолекулярная медицина Orthomol Устрание причин заболеваний. Ортомоль это новый метод для лечения и профилактики болезней. Orthomol - ортомолекулярная медицина.
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