Murty, M and Avinash, M (2023) Representation. [Book Chapter]
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Official URL: https://doi.org/10.1007/978-981-19-7908-8_2
Abstract
Representation is an important step in building ML models. This chapter introduces how data items, classes and clusters are represented. It also discusses the importance of representation in both ML and AI. In the process it deals with both feature selection and feature extraction and introduces different categories of dimensionality reduction.
| Item Type: | Book Chapter |
|---|---|
| Publication: | SpringerBriefs in Computer Science |
| Publisher: | Springer |
| Additional Information: | The copyright for this article belongs to Springer. |
| Keywords: | Data class; Data clusters; Data items; Dimensionality reduction; Features extraction; Features selection; In-buildings |
| Department/Centre: | Division of Electrical Sciences > Computer Science & Automation |
| Date Deposited: | 05 Jun 2023 06:58 |
| Last Modified: | 05 Jun 2023 06:58 |
| URI: | https://eprints.iisc.ac.in/id/eprint/81580 |
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