Browsing Goa Business School by Author "Baskar, S."

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Extractive based email summarization: An unsupervised hybrid approach using graph based sentence ranking and K-means clustering algorithm

Shivolkar, M.; Pawar, J.D.; Baskar, S. (Proc. 3. Workshop on Indian Language Data: Resources and Evaluation (WILDRE3), Portoroz, Slovenia. 24 May 2016. 2016; 49-54.)

Over the years, Automatic Text Summarization is widely studied by many researchers. Here, an attempt is made to generate an automatic summary of a given text document based on an unsupervised hybrid model. The model comprises ...
Learning to classify Marathi questions and identify answer type using machine learning technique

Kamble, S.; Baskar, S. (Advances in Machine Learning and Data Science, Ed. by: Reddy Edla D.; Lingras P.; Venkatanareshbabu K. Advances in Intelligent Systems and Computing. Springer, Singapore. 705; 2018; 33-41.)

One of the budding fields of artificial intelligence is Question Answering (QA). QA is a type of information retrieval in which a set of documents is given, and a QA system attempts to search for the correct answer to the ...
Speech emotion recognition using Deep Dropout Autoencoders

Pal, A.; Baskar, S. (IEEE International Conference on Engineering and Technology (ICETECH), Coimbatore, TN. 20 Mar 2015. 2015; 124-129.)

This work describes speech emotion recognition in Konkani with Deep Dropout Autoencoder using Multilayer Perceptron trained through backpropagation algorithm (DDA). To learn robust representation and to reduce the chance ...

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