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Publications
Dimensionality Reduction of Hyperspectral Images for Classification using Randomized Independent Component Analysis

Authors : Jayaprakash, C., Damodaran, B.B., Sowmya V., Dr. Soman K. P.

Publisher : 2018 5th International Conference on Signal Processing and Integrated Networks, SPIN 2018, Institute of Electrical and Electronics Engineers Inc., Amity School of Engineering and Technology, Noida, India.

Publications
Effect of Legendre–Fenchel denoising and SVD-based dimensionality reduction algorithm on hyperspectral image classification

Authors : Reshma, R., Sowmya, V., Soman, K.P.

Publisher : Neural Computing and Applications, Springer London.

Publications
Deep alexnet with reduced number of trainable parameters for satellite image classification

Authors : Unnikrishnan, A., Sowmya V., Dr. Soman K. P.

Publisher : Procedia Computer Science, Elsevier B.V .

Publications
Effect of Dimensionality Reduction on Sparsity Based Hyperspectral Unmixing

Authors : Swarna .M, Sowmya V., K. P. Soman

Publisher : Advances in Intelligent Systems and Computing.

Publications
Least Square Based Fast Denoising approach to Hyperspectral Imagery

Authors : Srivatsa .S, Sowmya V., K. P. Soman

Publisher : Advances in Intelligent Systems and Computing, Springer Verlag

Publications
Vision Based Closed Loop PID Controller Design and Implementation for Autonomous Car

Authors : Chandni, C.K., Sajith Variyar V. V., Guruvayurappan, K.

Publisher : 2017 International Conference on Advances in Computing, Communications and Informatics,

Publications
Deep Learning Models for the Prediction of Rainfall

Authors : S. Aswin, Dr. Geetha Srikanth, R. Vinayakumar

Publisher : 2018 International Conference on Communication and Signal Processing (ICCSP), IEEE, Adhiparasakthi Engineering College,Chennai, India.

Publications
Deep AirNet: Applying Recurrent Networks for Air Quality Prediction

Authors : Athira V, Vinayakumar R, Soman K P, Dr. Geetha Srikanth

Publisher : Procedia Computer Science .

Publications
Morphological analyzer for Malayalam using machine learning

Authors : Abeera, V.P.a, Aparna, S.a, Rekha, R.U.a, M Anand Kumar, Dhanalakshmi, V.a, Soman, K.P.a, Rajendran, S.b

Publisher : Lecture Notes in Computer Science

Publications
A novel approach to morphological generator for Tamil

Authors : Rekha, R.U.a, M Anand Kumar, Dhanalakshmi, V.a, Soman, K.P.a, Rajendran, S.b

Publisher : Lecture Notes in Computer Science

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