Scinovex
Physical Sciences → Computer Science → Artificial Intelligence

Text and Document Classification Technologies

This cluster of papers focuses on the application of machine learning algorithms for multi-label text classification, with an emphasis on techniques such as feature selection, Naive Bayes classifier, K-nearest Neighbor (KNN), hierarchical classification, and support vector machines (SVM). The research covers various aspects of document categorization and information retrieval in the context of text mining and natural language processing.

36.1K works worldwide454.6K citations
Multi-label LearningText ClassificationFeature SelectionNaive Bayes ClassifierK-nearest Neighbor (KNN)Hierarchical ClassificationMachine Learning AlgorithmsDocument CategorizationSupport Vector Machines (SVM)Information Retrieval

Journals publishing in this area

1Expert Systems with Applications cover
Expert Systems with Applications
ISSN 0957-4174681 articles in this topic
341h-index
2Information Sciences cover
Information Sciences
ISSN 0020-0255488 articles in this topic
275h-index
3
Machine Learning
ISSN 0885-6125127 articles in this topic
260h-index