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Article
In search of a suitable method for disambiguation of word senses in Bengali
The paper presents a study on word sense disambiguation (WSD) in Bengali, one of the less resourced Indian languages. The overall work is carried out in two sequential phases. In the first phase, four well-kno...
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Chapter and Conference Paper
Clinical Decision Support System Using Fuzzy Logic Programming and Data Analysis
Clinical decision support systems (CDSS) are intelligent systems, developed to assist physicians for taking crucial decisions. This work proposes a hybrid architecture for a CDSS using a rule base and a data-d...
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Chapter and Conference Paper
Word Sense Disambiguation in Bengali: An Auto-updated Learning Set Increases the Accuracy of the Result
This work is implemented using the Naïve Bayes probabilistic model. The whole task is implemented in two phases. First, the algorithm was tested on a dataset from the Bengali corpus, which was developed in the...
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Chapter and Conference Paper
Unsupervised Text Classification Using Kohonen’s Self Organizing Network
A text classification method using Kohonen’s Self Organizing Network is presented here. The proposed method can classify a set of text documents into a number of classes depending on their contents where the n...