Personal profile
Research interests
Signal Processing, Pattern recognition & Machine Learning
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Dive into the research topics where Shashi Kumar G S is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Tamil sign language using relational bilevel aggregation graph convolutional network
Siddaramaiah, S. K. G. & Vinoth, R., 2025, In: International Journal of Systems, Control and Communications. 16, 1, p. 1-16 16 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Explainable artificial intelligence approaches for COVID-19 prognosis prediction using clinical markers
Chadaga, K., Prabhu, S., Sampathila, N., Chadaga, R., Umakanth, S., Bhat, D. & G S, S. K., 12-2024, In: Scientific Reports. 14, 1, 1783.Research output: Contribution to journal › Article › peer-review
Open Access52 Link opens in a new tab Citations (Scopus) -
An explainable multi-class decision support framework to predict COVID-19 prognosis utilizing biomarkers
Chadaga, K., Prabhu, S., Bhat, V., Sampathila, N., Umakanth, S., Chadaga, R., Shashi Kumar, G. S. & Swathi, K. S., 2023, In: Cogent Engineering. 10, 2, 2272361.Research output: Contribution to journal › Article › peer-review
Open Access6 Link opens in a new tab Citations (Scopus) -
Classification of human emotional states based on valence-Arousal scale using electroencephalogram
Shashi Kumar, G., Sampathila, N. & Martis, R., 01-04-2023, In: Journal of Medical Signals and Sensors. 13, 2, p. 173-182 10 p.Research output: Contribution to journal › Article › peer-review
10 Link opens in a new tab Citations (Scopus) -
Neural network approach for classification of human emotions from EEG signal
Shashi Kumar, G. S., Sampathila, N. & Shetty, H., 01-01-2019, Lecture Notes in Electrical Engineering. Springer Verlag, p. 297-310 14 p. (Lecture Notes in Electrical Engineering; vol. 478).Research output: Chapter in Book/Report/Conference proceeding › Chapter
6 Link opens in a new tab Citations (Scopus)