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Krishna Mane

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Papers by Krishna Mane

Research paper thumbnail of Analytical framework for optimized feature extraction for upgrading occupancy sensing performance

International Journal of Electrical and Computer Engineering (IJECE), 2020

The adoption of the occupancy sensors has become an inevitable in commercial and non-commercial s... more The adoption of the occupancy sensors has become an inevitable in commercial and non-commercial security devices, owing to their proficiency in the energy management. It has been found that the usages of conventional sensors is shrouded with operational problems, hence the use of the Doppler radar offers better mitigation of such problems. However, the usage of Doppler radar towards occupancy sensing in existing system is found to be very much in infancy stage. Moreover, the performance of monitoring using Doppler radar is yet to be improved more. Therefore, this paper introduces a simplified framework for enriching the event sensing performance by efficient selection of minimal robust attributes using Doppler radar. Adoption of analytical methodology has been carried out to find that different machine learning approaches could be further used for improving the accuracy performance for the feature that has been extracted in the proposed system of occuancy system.

Research paper thumbnail of Simultaneous quantitation of nine nitrosamines using a highly sensitive and LC-HRAM mass spectrometry method in multiple drug products

The aim of this study was to evaluate and report the quantitative performance of the Thermo Scien... more The aim of this study was to evaluate and report the quantitative performance of the Thermo Scientific ™ Q Exactive ™ Plus Hybrid Quadrupole-Orbitrap ™ mass spectrometer in combination with liquid chromatography for the simultaneous determination and estimation of genotoxic nitrosamine impurities in sartan and metformin drugs (Active Pharmaceutical Ingredient (API) and tablets), employing the U.S. Food and Drug Administration (U.S. FDA) recommended methodology with minor improvisations.

Research paper thumbnail of Analytical framework for optimized feature extraction for upgrading occupancy sensing performance

International Journal of Electrical and Computer Engineering (IJECE), 2020

The adoption of the occupancy sensors has become an inevitable in commercial and non-commercial s... more The adoption of the occupancy sensors has become an inevitable in commercial and non-commercial security devices, owing to their proficiency in the energy management. It has been found that the usages of conventional sensors is shrouded with operational problems, hence the use of the Doppler radar offers better mitigation of such problems. However, the usage of Doppler radar towards occupancy sensing in existing system is found to be very much in infancy stage. Moreover, the performance of monitoring using Doppler radar is yet to be improved more. Therefore, this paper introduces a simplified framework for enriching the event sensing performance by efficient selection of minimal robust attributes using Doppler radar. Adoption of analytical methodology has been carried out to find that different machine learning approaches could be further used for improving the accuracy performance for the feature that has been extracted in the proposed system of occuancy system.

Research paper thumbnail of Simultaneous quantitation of nine nitrosamines using a highly sensitive and LC-HRAM mass spectrometry method in multiple drug products

The aim of this study was to evaluate and report the quantitative performance of the Thermo Scien... more The aim of this study was to evaluate and report the quantitative performance of the Thermo Scientific ™ Q Exactive ™ Plus Hybrid Quadrupole-Orbitrap ™ mass spectrometer in combination with liquid chromatography for the simultaneous determination and estimation of genotoxic nitrosamine impurities in sartan and metformin drugs (Active Pharmaceutical Ingredient (API) and tablets), employing the U.S. Food and Drug Administration (U.S. FDA) recommended methodology with minor improvisations.

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