Moumita Saha

Research Scholar

Department of Computer Science & Engineering

Publications

Journals

• Moumita Saha, Pabitra Mitra and Ravi S. Nanjundiah. Autoencoder Based Climatic Index Discovery for Prediction of Indian Monsoon, Meteorology and Atmospheric Physics, pp. 1--16, 2016.
• Moumita Saha, Pabitra Mitra, and Arun Chakraborty. Fuzzy Clustering-Based Ensemble Approach to Predicting Indian Monsoon, Advances in Meteorology, Vol: 2015, Article id: 329835, 12 pages, 2015.
• Moumita Saha, Jaya Sil, and Nandita Sengupta. Genetic Algorithm And Fuzzy-Rough Based Dimensionality Reduction Applied On Real Valued Dataset, International Journal of Computer Information Systems and Industrial Management Applications, Vol. 5, pp. 462 - 471, 2013.
• Nandita Sengupta, Jaydeep Sen, Jaya Sil, and Moumita Saha. Design of On Line Intrusion Detection System using Rough Set Theory and Q-Learning, Elsevier Neurocomputing Journal, Vol. 111, pp. 161-168, 2012.

Conferences

• Moumita Saha, Pabitra Mitra and Ravi S. Nanjundiah. Predictor Discovery for Early-Late Indian Summer Monsoon Using Stacked Autoencoder, 16th International Conference on Computational Science (ICCS 2016), 2016 (accepted).
• Moumita Saha and Pabitra Mitra. Recurrent Neural Network Based Prediction of Indian Summer Monsoon Using Global Climatic Variables, IEEE World Congress on Computational Intelligence- International Joint Conference on Neural Networks (IJCNN 2016) (accepted).
• Moumita Saha and Pabitra Mitra. Climate Network Based Index Discovery for Prediction of Indian Monsoon, 6th International Conference on Pattern Recognition and Machine Intelligence (PReMI 2015), pp. 554 – 564, Springer, 2015.
• Moumita Saha and Pabitra Mitra. Co-Clustering Based Approach for Indian Monsoon Prediction, 15th International Conference on Computational Science (ICCS 2015), vol:51, pp: 2938-2942, Procedia Computer Science, 2015.
• Vidyashankar Sivakumar,Moumita Saha, Pabitra Mitra and Arindam Banerjee. Predicting Indian Summer Monsoon Rainfall (ISMR) Using a Mixture of Regression Model, 5th International Workshop on Climate Informatics, 2015.
• Moumita Saha and Pabitra Mitra. VLGAAC: Variable Length Genetic Algorithm Based Alternative Clustering, 21st International Conference on Neural Information Processing, pp. 194 – 202, 2014.
• Moumita Saha. A Graph Based Approach to Multiview Clustering, 5th International Conference on Pattern Recognition and Machine Intelligence, pp. 128 – 133, 2013.
• Moumita Saha, Jaya Sil, and Nandita Sengupta. Designing of Efficient Classifier using Hierarchical Reinforcement Learning, ICGST International Conference on Computer Science and Engineering, Dubai, UAE, pp. 55 – 61, 2012.
• Moumita Saha and Jaya Sil. Dimensionality Reduction Using Genetic Algorithm And Fuzzy-Rough Concepts, 2011 World Congress on Information and Communication Technologies (WCIT), IEEE, pp. 379 – 384, 2011.

DBLP link: dblp_moumita