Fuzzy Classifier For Classification Of Medical Data

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Fuzzy classifier for classification of medical data | IEEE …

https://ieeexplore.ieee.org/document/6122100/

Fuzzy classifier for classification of medical data. Abstract: Survival analysis is a procedure of data analysis focusing on time until an event occurs. In the medical field, predicted life expectancy is a highly significant factor in the decision making process …

Fuzzy DEA-based classifier and its applications in …

https://pubmed.ncbi.nlm.nih.gov/30847730/

In this paper, we first build fuzzy classifier based on data envelopment analysis (DEA) for incremental separable fuzzy training data, which can be widely applied in the healthcare …

Integrating multiple methods to enhance medical data …

https://link.springer.com/article/10.1007/s12530-019-09272-x

The Fig. 2 shows the proposed medical data classification using Neuro-Fuzzy Classifier with Bag of Words technique for feature subset selection. As a pre …

Fuzzy classifier for classification of medical data

https://www.semanticscholar.org/paper/Fuzzy-classifier-for-classification-of-medical-data-Ali-Shamsuddin/a058c344bbe758820771285b1f5b0cde029e109c

The aim of this study is to develop a survival prediction model for breast cancer patients using Fuzzy Classifier (FC). The FC method applied is a new approach …

Obtaining interpretable fuzzy classification rules from …

https://pubmed.ncbi.nlm.nih.gov/10378442/

In this paper we discuss extensions to the learning algorithms of neuro-fuzzy classification (NEFCLASS), a neuro-fuzzy approach for data analysis that we have presented …

Fuzzy classifier for classification of medical data

https://www.researchgate.net/publication/220981283_Fuzzy_classifier_for_classification_of_medical_data

The FC method applied is a new approach to classifying datasets with imbalanced and overlapping problems which is particularly effective in managing survival data since the data is widely known...

Medical Data Classification Using Fuzzy - thesai.org

https://thesai.org/Downloads/Volume11No12/Paper_76-Medical_Data_Classification_using_Fuzzy.pdf

FMMNN classifier consist three layers. In the first (Input) layer, positions of moths are supplied as the parameters. In the middle layer, formations of hyperboxes (logically …

Fuzzy classifiers - Scholarpedia

http://www.scholarpedia.org/article/Fuzzy_classifiers

Fuzzy classifiers can be built using expert opinion, data or both. Models of fuzzy classifiers. The broad definition of a fuzzy classifier implies a variety of possible …

(PDF) MEDICAL DATA CLASSIFICATION USING …

https://www.researchgate.net/publication/308207640_MEDICAL_DATA_CLASSIFICATION_USING_DIFFERENT_OPTIMIZATION_TECHNIQUES_A_SURVEY

Medical data classification is an important data mining problem being discussed about for a decade that has attracted several researchers around the world. The sorting techniques provide...

Fuzzy Rough Classification of Medical Imaging Data

https://www.researchgate.net/project/Fuzzy-Rough-Classification-of-Medical-Imaging-Data

We, explore an algorithm via the approximation of Fuzzy-Rough-K-means (FRKM), to bring to light data reliance, data decreasing, estimated of the classification …

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Fuzzy Classifier For Classification Of Medical Data

Fuzzy classifier for classification of medical data | IEEE …

Fuzzy DEA-based classifier and its applications in …

Integrating multiple methods to enhance medical data …

Fuzzy classifier for classification of medical data

Obtaining interpretable fuzzy classification rules from …

Fuzzy classifier for classification of medical data

Medical Data Classification Using Fuzzy - thesai.org

Fuzzy classifiers - Scholarpedia

(PDF) MEDICAL DATA CLASSIFICATION USING …

Fuzzy Rough Classification of Medical Imaging Data

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