Cluster based symbolic representation and feature selection for text classification

BS Harish, DS Guru, S Manjunath, R Dinesh - Advanced Data Mining and …, 2010 - Springer
In this paper, we propose a new method of representing documents based on clustering of
term frequency vectors. For each class of documents we propose to create multiple clusters …

Dissimilarity based feature selection for text classification: A cluster based approach

S Manjunath, BS Harish, DS Guru - … & Workshop on Emerging Trends in …, 2011 - dl.acm.org
In this paper, a simple and efficient symbolic text classification is presented. We propose a
new method of representing documents based on clustering of term frequency vectors. For …

[PDF][PDF] Cluster based text classification: A symbolic approach

BS Harish, S Manjunath, DS Guru - International Journal of …, 2011 - researchgate.net
Classification of text documents based on clustering is presented in this paper. We propose
a new method of representing documents using symbolic data analysis. For each class of …

A symbolic approach for text classification based on dissimilarity measure

BS Harish, DS Guru, S Manjunath… - Proceedings of the First …, 2010 - dl.acm.org
In this paper, a simple and efficient symbolic text classification is presented. A text document
is represented by the use of interval valued symbolic features. Subsequently, a new feature …

Document classification: an approach using feature clustering

BS Harish, B Udayasri - … Advances in Intelligent Informatics: Proceedings of …, 2014 - Springer
In this paper, we propose a new method of representing text documents based on feature
clustering approach. The proposed representation method is very powerful in reducing the …

Text classification using symbolic similarity measure

BS Harish, S Manjunath, DS Guru - Proceedings of the Second …, 2012 - dl.acm.org
Automatic text classification is a problem of assigning text documents to pre-defined classes.
In order to classify text documents, a good set of text representation from the training set …

Symbolic representation of text documents

DS Guru, BS Harish, S Manjunath - … of the Third Annual ACM Bangalore …, 2010 - dl.acm.org
This paper presents a novel method of representing a text document by the use of interval
valued symbolic features. A method of classification of text documents based on the …

Document classification using symbolic classifiers

MB Revanasiddappa, BS Harish… - … and Informatics (IC3I), 2014 - ieeexplore.ieee.org
In this paper, we present symbolic classifiers to classify text documents. We propose to use
cluster based symbolic representation followed by symbolic feature selection methods to …

[PDF][PDF] Symbolic similarity and symbolic feature selection for text classification

BS Harish, DS Guru, S Manjunath… - Bilateral Russian-Indian …, 2011 - researchgate.net
In this paper, a simple and efficient symbolic text classification is presented. A text document
is represented by the use interval valued symbolic features. Subsequently, a new feature …

Symbolic representation of text documents using multiple kernel fcm

BS Harish, MB Revanasiddappa… - Mining Intelligence and …, 2015 - Springer
In this paper, we proposed a novel method of representing text documents based on
clustering of term frequency vector. In order to cluster the term frequency vectors, we make …