Comparison of Dimension Reduction Algorithms on the Example of Hard Disk State Classifiers

Author:

Demidova Liliya Anatolyevna1,Filatov Anton Vladimirovich1

Affiliation:

1. MIREA - Russian Technological University,Department of Corporate Information Systems,Moscow,Russia

Publisher

IEEE

Reference14 articles.

1. Analysis of Dimensionality Reduction Techniques on Big Data;reddy;IEEE Access,2020

2. Development of a binary classification model for the states of disk drives, taking into account the criterion of the importance of features;demidova;Actual problems of applied mathematics informatics and mechanics,2022

3. Optimization of hyperparameters with constraints on time and memory for the classification model of the hard drives states

4. Monitoring and classification of the state of hard drives using recurrent neural networks;demidova;Control Diagnostics,2021

5. Kohonen’s algorithm in problems of classification of defects in printed circuit assemblies

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