Sfoglia per Soggetto "Data classification"

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Distributed Fuzzy Cognitive Maps for Feature Selection in Big Data Classification

Haritha K., Judy M.V., Papageorgiou K., Georgiannis V.C., Papageorgiou E. (2022)

The features of a dataset play an important role in the construction of a machine learning model. Because big datasets often have a large number of features, they may contain features that are less relevant to the machine ...
Exploring deep learning capabilities in knee osteoarthritis case study for classification

Christodoulou E., Moustakidis S., Papandrianos N., Tsaopoulos D., Papageorgiou E. (2019)

This research study is devoted to the investigation of deep neural networks (DNN) for classification of the complex problem of knee osteoarthritis diagnosis. Osteoarthritis (OA) is the most common chronic condition of the ...