Kaniska Samanta
My Research Publications
Conference Proceedings
- R. Bose, K. Samanta, K. Ghosh, R. Bandyopadhyay and S. Chatterjee, "Transient Analysis of Mechanically Switched Capacitors with and without Damping Network Connected to A.C Grid", Proceedings of IEEE International Conference on Control, Instrumentation, Energy and Communication(CIEC), Kolkata, West Bengal, India, 2016(Published). DOI: 10.1109/CIEC.2016.7513789
- R. Bose, K. Samanta and S. Chatterjee, " Cross-Correlation Based Feature Extraction from EMG Signals for Classification of Neuro-muscular Diseases", Proceedings of IEEE International Conference on Intelligent Control Power and Instrumentation (ICICPI), Kolkata, West Bengal, India, 2016(Published). DOI: 10.1109/ICICPI.2016.7859710
- A. Nandi, S. Biswas, K. Samanta, S. Singha Roy and S. Chatterjee, "Diagnosis of Induction Motor Faults Using Frequency Occurrence Image Plots - A Deep Learning Approach", Proceedings of IEEE International Conference on Electrical, Electronics and Computer Engineering (UPCON), Aligarh, Uttar Pradesh, India, 2019(Published). DOI: 10.1109/UPCON47278.2019.8980279
- S. Dey, S. Singha Roy, K. Samanta, S. Modak and S. Chatterjee, "Autocorrelation Based Feature Extraction for Bearing Fault Detection in Induction Motors", Proceedings of IEEE International Conference on Electrical, Electronics and Computer Engineering (UPCON), Aligarh, Uttar Pradesh, India, 2019(Published). DOI: 10.1109/UPCON47278.2019.8980025
- S. Singha Roy, K. Samanta, S. Chatterjee, S. Dey, A.Nandi, R. Bhowmik and S. Mondal, "Hand Movement Recognition Using Cross Spectrum Image Analysis of EMG Signals - A Deep Learning Approach", Proceedings of IEEE National Conference on Emerging Trends on Sustainable Technology and Engineering Applications (NCETSTEA), Durgapur, West Bengal, India, 2020 (Published). DOI: 10.1109/NCETSTEA48365.2020.9119911
- K. Samanta, S. Singha Roy, S. Modak, S. Chatterjee and R. Bose, "Neuromuscular Disease Detection Employing Deep Feature Extraction from Cross Spectrum Images of Electromyography Signals", Proceedings of 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Montreal, QC, Canada, 2020 (Published). DOI: 10.1109/EMBC44109.2020.9176464
- S. Modak, S. Singha Roy, K. Samanta, S. Chatterjee, S. Dey, R. Bhowmik and R. Bose, "Detection of Focal EEG Signals Employing Weighted Visibility Graph", Proceedings of IEEE International Conference on Computer, Electrical and Communication Engineering (ICCECE), Kolkata, India, 2020 (Published). DOI: 10.1109/ICCECE48148.2020.9223096
Journal Articles and Book Chapters
- R. Bose, K. Samanta, S. Chatterjee, S. Bhattacharyya and A. Khasnobish, "Motor ImageryClassification Enhancement with Concurrent Implementation of Spatial Filtration and Modified Stockwell Transform", Book Chapter in Bioelectronics and Medical Devices, Elsevier, 2019(Published). DOI: https://doi.org/10.1016/B978-0-08-102420-1.00038-8
- S. Chatterjee, K. Samanta, N. Ray Choudhury and R.Bose, "Detection of Myopathy and ALS Electromyograms Employing Modified Window Stockwell Transform", IEEE Sensors Letters, Volume: 3, Issue: 7, 2019(Published). DOI: 10.1109/LSENS.2019.2921072
- K. Samanta, S. Chatterjee and R.Bose, "Cross-Subject Motor Imagery Tasks EEG Signal Classification Employing Multiplex Weighted Visibility Graph and Deep Feature Extraction", IEEE Sensors Letters, Volume: 4, Issue: 1, 2020(Published). DOI: 10.1109/LSENS.2019.2960279
- S. Singha Roy, K. Samanta, S. Modak, S. Chatterjee and R.Bose, "Cross Spectrum Aided Deep Feature Extraction Based Neuromuscular Disease Detection Framework", IEEE Sensors Letters, Volume: 4, Issue: 6, 2020 (Published). DOI: 10.1109/LSENS.2020.2992452
- S. Chatterjee, S. Singha Roy, K. Samanta and S. Modak, "SensingWettability Condition of Insulation Surface Employing Convolutional Neural Network", IEEE Sensors Letters, Volume: 4, Issue: 7, 2020 (Published). DOI: 10.1109/LSENS.2020.3002991
- R.Bose, K. Samanta, S. Modak and S. Chatterjee, "Augmenting Neuromuscular Disease Detection Using Optimally Parameterized Weighted Visibility Graph", IEEE Journal of Biomedical and Health Informatics, Volume: 25, Issue: 3, 2020 (Published). DOI: 10.1109/JBHI.2020.3001877
- K. Samanta, S. Chatterjee and R.Bose, "A deep learning framework for emotion recognition using improved time frequency image analysis of electroencephalography signals, Modelling and Analysis of Active Biopotential Signals in Healthcare, Volume 2 (Chapter 2), IOP Science, 2020 (Published). DOI: https://doi.org/10.1088/978-0-7503- 3411-2