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20182024
most citedStudy and Observation of the Variation of Accuracies of KNN, SVM, LMNN, ENN Algorithms on Eleven Different Datasets from UCI Machine Learning Repository

85 citations

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Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing 2019 · cs.LGShow all

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cs.LG2019★ 9 cited

Performance Analysis of Deep Autoencoder and NCA Dimensionality Reduction Techniques with KNN, ENN and SVM Classifiers

Md. Abu Bakr Siddique, Shadman Sakib, Md. Abdur Rahman

The central aim of this paper is to implement Deep Autoencoder and Neighborhood Components Analysis (NCA) dimensionality reduction methods in Matlab and to observe the application…

cs.LG2019★ 39 cited

Non-Intrusive Electrical Appliances Monitoring and Classification using K-Nearest Neighbors

Mohammad Mahmudur Rahman Khan, Md. Abu Bakr Siddique, Shadman Sakib

Non-Intrusive Load Monitoring (NILM) is the method of detecting an individual device's energy signal from an aggregated energy consumption signature [1]. As existing energy meters…