Sparse spectrum based swarm decomposition for robust nonstationary signal analysis with application to sleep apnea detection from EEG. - Shailesh Vitthalrao Bhalerao; Ram Bilas Pachori (Biomed. Signal Process. Control., 2022)

Automated Classification of Cognitive Visual Objects Using Multivariate Swarm Sparse Decomposition From Multichannel EEG-MEG Signals. - Shailesh Vitthalrao Bhalerao; Ram Bilas Pachori (IEEE Trans. Hum. Mach. Syst., 2024)

ESSDM: An Enhanced Sparse Swarm Decomposition Method and Its Application in Multi-Class Motor Imagery-Based EEG-BCI System. - Shailesh Vitthalrao Bhalerao; Ram Bilas Pachori (IEEE Trans Autom. Sci. Eng., 2025)

Imagined Speech-EEG Detection Using Multivariate Swarm Sparse Decomposition-Based Joint Time-Frequency Analysis for Intuitive BCI. - Shailesh Vitthalrao Bhalerao; Ram Bilas Pachori (IEEE Trans. Hum. Mach. Syst., 2025)