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 …

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 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 …

Classification of text documents based on score level fusion approach

SNB Bhushan, A Danti - Pattern Recognition Letters, 2017 - Elsevier
Text document classification is a well known theme in the field of the information retrieval
and text mining. Selection of most desired features in the text document plays a vital role in …

[PDF][PDF] Concept of Status Matrix in Classification of Text Documents.

R Dinesh, BS Harish, DS Guru, S Manjunath - IICAI, 2009 - researchgate.net
In this paper we propose a new method of classifying text documents. Unlike conventional
vector space models, the proposed method preserves the sequence of term occurrence in a …

A new term weighting scheme based on class specific document frequency for document representation and classification

S Plansangket, JQ Gan - 2015 7th Computer Science and …, 2015 - ieeexplore.ieee.org
Document classification is usually more challenging than numerical data classification,
because it is much more difficult to effectively represent documents than numerical data for …

A new one-class classification method based on symbolic representation: Application to document classification

F Alaei, N Girard, S Barrat… - 2014 11th IAPR …, 2014 - ieeexplore.ieee.org
Training a system using a small number of instances to obtain accurate recognition/
classification is a crucial need in document classification domain. The one-class …

Classification of text documents using adaptive fuzzy c-means clustering

BS Harish, B Prasad, B Udayasri - … Informatics (ISI'13), August 23-24 2013 …, 2014 - Springer
In this paper, we propose a new method of representing text documents based on clustering
of term frequency vectors. Term frequency vectors of each cluster are used to form a …

Efficient multi-way text categorization via generalized discriminant analysis

T Li, S Zhu, M Ogihara - … of the twelfth international conference on …, 2003 - dl.acm.org
Text categorization is an important research area and has been receiving much attention
due to the growth of the on-line information and of Internet. Automated text categorization is …

Symbolic representation and classification of logos

DS Guru, N Vinay Kumar - … of International Conference on Computer Vision …, 2017 - Springer
In this paper, a model for classification of logos based on symbolic representation of features
is presented. The proposed model makes use of global features of logo images such as …