Concepedia

Namrata Singh

NS

8

Publications

347

Citations

8

H-Index

2017

Active since

Affiliations

National Institute of Technology Raipur(Current)

Namrata Singh is an author at National Institute of Technology Raipur specializing in engineering, data mining, and data science.

Top concepts

Data MiningEngineeringData ScienceMachine LearningPattern RecognitionPredictive AnalyticsBiostatisticsHealth InformaticsKnowledge DiscoveryDiagnosis

Publications per year

2017–2021

8

Publications

8

Stacking-based multi-objective evolutionary ensemble framework for prediction of diabetes mellitus

Namrata Singh, Pradeep Singh · Journal of Applied Biomedicine · 2019 · 112 citations

Engineering, Data Science, Data Mining +9

A hybrid ensemble-filter wrapper feature selection approach for medical data classification

Namrata Singh, Pradeep Singh · Chemometrics and Intelligent Laboratory Systems · 2021 · 102 citations

Data Classification, Classification Method, Medical Data Classification +11

A rule extraction approach from support vector machines for diagnosing hypertension among diabetics

Namrata Singh, Pradeep Singh, Deepika Bhagat · Expert Systems with Applications · 2019 · 53 citations

Hypertension, Engineering, Machine Learning +17

A novel Bagged Naïve Bayes-Decision Tree approach for multi-class classification problems

Namrata Singh, Pradeep Singh · Journal of Intelligent & Fuzzy Systems · 2019 · 26 citations

Artificial Intelligence, Engineering, Machine Learning +19

Exploring the effect of normalization on medical data classification

Namrata Singh, Pradeep Singh · 2021 · 19 citations

Engineering, Machine Learning, Machine Learning Approach +19

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