Browsing Articles by Subject "Dimensionality reduction"

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Improving Classification Model's Performance Using Linear Discriminant Analysis on Linear Data

Ghosh, Joyoshree; Shuvo, Shaon Bhatta (10th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2019, IEEE, 2019)

Classification is a supervised learning technique for predicting the class of given data points. Before doing classification, it is essential to build a classification model using classification algorithms. There are several ...
A Survey on Dimensionality Reduction Techniques for Time-Series Data

Ashraf, Mohsena; Anowar, Farzana; Setu, Jahanggir H.; Chowdhury, Atiqul I.; Ahmed, Eshtiak (IEEE, 2023-04-24)

Data analysis in modern times involves working with large volumes of data, including time-series data. This type of data is characterized by its high dimensionality, enormous volume, and the presence of both noise and ...

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