Text Classification Using K-Nearest Neighbor Algorithm and Firefly Algorithm for Text Feature Selection

R. Janani; S. Vijayarani

doi:10.1007/978-981-15-5558-9_47

ScienceGate Book Chapters

BOOK-CHAPTER

Text Classification Using K-Nearest Neighbor Algorithm and Firefly Algorithm for Text Feature Selection

R. Janani S. Vijayarani

Year: 2020 Lecture notes in electrical engineering Pages: 527-539 Publisher: Springer Science+Business Media

DOI: 10.1007/978-981-15-5558-9_47

Get Full-Text PDF Get Analytical Report

Keywords:

Firefly algorithm Automatic summarization Computer science Feature selection k-nearest neighbors algorithm Artificial intelligence Curse of dimensionality Pattern recognition (psychology) Selection (genetic algorithm) Data mining Statistical classification Set (abstract data type) Task (project management) Feature (linguistics) Algorithm Machine learning Engineering

Metrics

Cited By

1.04

FWCI (Field Weighted Citation Impact)

Refs

0.80

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

Text and Document Classification Technologies

Physical Sciences → Computer Science → Artificial Intelligence

Web Data Mining and Analysis

Physical Sciences → Computer Science → Information Systems

Advanced Text Analysis Techniques

Physical Sciences → Computer Science → Artificial Intelligence

Text Classification Using K-Nearest Neighbor Algorithm and Firefly Algorithm for Text Feature Selection

Metrics

Citation History

Topics

Related Documents

Feature Engineering with Word2vec on Text Classification Using The K-Nearest Neighbor Algorithm

Firefly Algorithm based Feature Selection for Arabic Text Classification

The Decomposed K-Nearest Neighbor Algorithm for Imbalanced Text Classification

Assamese Text Classification using k Nearest Neighbor

K-Nearest Neighbor Algorithm Optimization in Text Categorization