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- review-articleOctober 2024
Neural Networks Implementations on FPGA for Biomedical Applications: A Review
AbstractThe use of artificial intelligence in healthcare applications offers significant accuracy and utility for medical practitioners and patients. Deep learning has made a substantial positive impact on the healthcare industry by reducing the use of ...
- research-articleOctober 2024
EEG based automated detection of seizure using machine learning approach and traditional features
Expert Systems with Applications: An International Journal (EXWA), Volume 251, Issue Chttps://doi.org/10.1016/j.eswa.2024.123991AbstractThe detection of epileptic seizures is key for neurologists to initiate the right treatment at the earliest. However, the traditional methods are dependent on manual diagnosis which are error-prone. Hence, the current article presents an ...
Highlights- Obtained competing evaluation score relative to SOTA methods using ML methods.
- Competing score reported for interictal-preictal based classification of EEG data.
- EEG classification is performed in the sensing time domain itself.
- articleSeptember 2022
The Mediating Role of Consumption-Oriented SNS Usage on Fear of Missing Out and Social Comparison
International Journal of E-Adoption (IJEA), Volume 14, Issue 1Pages 1–20https://doi.org/10.4018/IJEA.309401The purpose of the paper is to examine the influence of the mediating role of consumption-oriented social networking site (SNS) usage on fear of missing out (FOMO) and social comparison. This descriptive study was conducted amongst a sample of 737 SNS ...
- research-articleJanuary 2020
Random fourier feature based music-speech classification
- M.T. Vyshnav,
- S. Sachin Kumar,
- Neethu Mohan,
- K.P. Soman,
- Sabu M. Thampi,
- El-Sayed M. El-Alfy,
- Ljiljana Trajkovic
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology (JIFS), Volume 38, Issue 5Pages 6353–6363https://doi.org/10.3233/JIFS-179716The present paper proposes Random Kitchen Sink based music/speech classification. The temporal and spectral features such as spectral centroid, Spectral roll-off, spectral flux, Mel-frequency cepstral coefficients, entropy, and Zero-crossing rate are ...
- research-articleAugust 2015
Condition Monitoring in Roller Bearings using Cyclostationary Features
WCI '15: Proceedings of the Third International Symposium on Women in Computing and InformaticsPages 690–697https://doi.org/10.1145/2791405.2791546Proper machine condition monitoring is really crucial for any industrial and mechanical systems. The efficiency of mechanical systems greatly relies on rotating components like shaft, bearing and rotor. This paper focuses on detecting different fault in ...
- ArticleMay 2015
Micro Grid Architecture for Line Fault Detection and Isolation
SMARTGREENS 2015: Proceedings of the 4th International Conference on Smart Cities and Green ICT SystemsPages 250–255https://doi.org/10.5220/0005454002500255One of the major problems power grids system face today is the inability to continuously deliver power at the consumer side. The main reason for this is the occurrence of faults and its long term persistence within the system. This persistence of faults ...