Santosh Kumar Satapathy

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 15

Top Topics

Automated Classification

Wavelet Shrinkage

Machine Learning

Top Venues

SN Comput. Sci.

BMC Medical Informatics Decis. Mak.

Publications

Debabrata Swain, Viral Rupapara, Amro A. Nour, Santosh Kumar Satapathy, Biswaranjan Acharya, Shakti Mishra, Ali Bostani
Corrections to "A Deep Learning Framework for the Classification of Brazilian Coins". IEEE Access 12 (2024)
Susant Kumar Panigrahi, Santosh Kumar Tripathy, Anirban Bhowmick, Santosh Kumar Satapathy, Paolo Barsocchi, Akash Kumar Bhoi
Multi-Scale Based Approach for Denoising Real-World Noisy Image Using Curvelet Thresholding: Scope and Beyond. IEEE Access 12 (2024)
Santosh Kumar Satapathy, Biswajit Brahma, Baidyanath Panda, Paolo Barsocchi, Akash Kumar Bhoi
Machine learning-empowered sleep staging classification using multi-modality signals. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Santosh Kumar Tripathy, Rudra Kalyan Nayak, Kartik Shankar Gadupa, Rajnish Dinesh Mishra, Ashok Kumar Patel, Santosh Kumar Satapathy, Akash Kumar Bhoi, Paolo Barsocchi
Alzheimer's Disease Detection via Multiscale Feature Modelling Using Improved Spatial Attention Guided Depth Separable CNN. Int. J. Comput. Intell. Syst. 17 (1) (2024)
Santosh Kumar Satapathy, D. Loganathan
Automated classification of multi-class sleep stages classification using polysomnography signals: a nine- layer 1D-convolution neural network approach. Multim. Tools Appl. 82 (6) (2023)
Shubham Mathesul, Debabrata Swain, Santosh Kumar Satapathy, Ayush Rambhad, Biswaranjan Acharya, Vassilis C. Gerogiannis, Andreas Kanavos
COVID-19 Detection from Chest X-ray Images Based on Deep Learning Techniques. Algorithms 16 (10) (2023)
Nitin Singh Rajput, Dev Vyas, Santosh Kumar Satapathy
Modeling Reliability for Vehicle Platoon Communications: Heading out on Expressways. GLOBECOM (2023)
Nitin Singh Rajput, Santosh Kumar Satapathy, Sheetal Sisodia
On Stochastic Modeling of Robustness Parameter for Resilience Communications in Vehicle Platoons. GLOBECOM (2022)
Santosh Kumar Satapathy, D. Loganathan
Multimodal Multiclass Machine Learning Model for Automated Sleep Staging Based on Time Series Data. SN Comput. Sci. 3 (4) (2022)
Santosh Kumar Satapathy, D. Loganathan
Automated Classification of Sleep Stages Using Single-Channel EEG: A Machine Learning-Based Method. Int. J. Inf. Retr. Res. 12 (2) (2022)
Santosh Kumar Satapathy, D. Loganathan
Prognosis of automated sleep staging based on two-layer ensemble learning stacking model using single-channel EEG signal. Soft Comput. 25 (24) (2021)
Santosh Kumar Satapathy, Akash Kumar Bhoi, D. Loganathan, Bidita Khandelwal, Paolo Barsocchi
Machine learning with ensemble stacking model for automated sleep staging using dual-channel EEG signal. Biomed. Signal Process. Control. 69 (2021)
Santosh Kumar Satapathy, D. Loganathan
A Study of Human Sleep Stage Classification Based on Dual Channels of EEG Signal Using Machine Learning Techniques. SN Comput. Sci. 2 (3) (2021)
Santosh Kumar Satapathy, D. Loganathan, Hari Kishan Kondaveeti, Ramakrushna Rath
Performance analysis of machine learning algorithms on automated sleep staging feature sets. CAAI Trans. Intell. Technol. 6 (2) (2021)
Santosh Kumar Satapathy, D. Loganathan, Rupalin Nanda
Automated Analysis and Classification of Sleep Stages Based on Machine Learning Techniques from a Dual-Channel EEG Signal. CoMSO (2020)