Kurum Yazarı "Erol, Hamza" Araştırma Çıktıları | TR-Dizin | WoS | Scopus | PubMed İçin Listeleme
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A Data Mining Method For Refining Groups In Data Using Dynamic Model Based Clustering
Servi, Tayfun; Erol, Hamza (IEEE, 2013)A new data mining method is proposed for determining the number and structure of clusters, and refining groups in multivariate heterogeneous data set including groups, partly and completely overlapped group structures ... -
A Model Selection Algorithm For Mixture Model Clustering Of Heterogeneous Multivariate Data
Erol, Hamza (IEEE, 2013)A model selection algorithm is developed for finding the best model among a set of mixture of normal densities fitted to heterogeneous multivariate data. Model selection algorithm proposed first finds total number of mixture ... -
A new per-field classification method using mixture discriminant analysis
Calis, Nazif; Erol, Hamza (TAYLOR & FRANCIS LTD, 2012)In this study, a new per-field classification method is proposed for supervised classification of remotelysensed multispectral image data of an agricultural area using Gaussian mixture discriminant analysis(MDA). ...