Shiu Kumar

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 14

Top Topics

Discriminant Analysis

Top Venues

Medical Biol. Eng. Comput.

Publications

Akib Zaman, Shiu Kumar, Swakkhar Shatabda, Iman Dehzangi, Alok Sharma
Correction to: SleepBoost: a multi‑level tree‑based ensemble model for automatic sleep stage classification. Medical Biol. Eng. Comput. 62 (9) (2024)
Akib Zaman, Shiu Kumar, Swakkhar Shatabda, Iman Dehzangi, Alok Sharma
SleepBoost: a multi-level tree-based ensemble model for automatic sleep stage classification. Medical Biol. Eng. Comput. 62 (9) (2024)
Henry Tagimae, Shiu Kumar, Voicu Groza, Joeli Rakaria, Mansour H. Assaf, Rahul R. Kumar, Emil M. Petriu
Machine Learning-based Feature Extraction Method for Sleep Stage Classification. MeMeA (2023)
William Sukaria, James Malasa, Shiu Kumar, Rahul Kumar, Mansour H. Assaf, Voicu Groza, Emil M. Petriu, Sunil R. Das
Epileptic Seizure Detection Using Convolution Neural Networks. MeMeA (2022)
Shiu Kumar, Ronesh Sharma, Alok Sharma
OPTICAL+: a frequency-based deep learning scheme for recognizing brain wave signals. PeerJ Comput. Sci. 7 (2021)
Shiu Kumar, Tatsuhiko Tsunoda, Alok Sharma
SPECTRA: a tool for enhanced brain wave signal recognition. BMC Bioinform. (6) (2021)
Shiu Kumar, Ronesh Sharma, Tatsuhiko Tsunoda, Thirumananseri Kumarevel, Alok Sharma
Forecasting the spread of COVID-19 using LSTM network. BMC Bioinform. (6) (2021)
Shiu Kumar, Alok Sharma, Tatsuhiko Tsunoda
Subject-Specific-Frequency-Band for Motor Imagery EEG Signal Recognition Based on Common Spatial Spectral Pattern. PRICAI (2) (2019)
Shiu Kumar, Alok Sharma
A new parameter tuning approach for enhanced motor imagery EEG signal classification. Medical Biol. Eng. Comput. 56 (10) (2018)
Shiu Kumar, Kabir A. Mamun, Alok Sharma
CSP-TSM: Optimizing the performance of Riemannian tangent space mapping using common spatial pattern for MI-BCI. Comput. Biol. Medicine 91 (2017)
Shiu Kumar, Alok Sharma, Tatsuhiko Tsunoda
An improved discriminative filter bank selection approach for motor imagery EEG signal classification using mutual information. BMC Bioinform. 18 (16) (2017)
Ronesh Sharma, Shiu Kumar, Tatsuhiko Tsunoda, Ashwini Patil, Alok Sharma
Predicting MoRFs in protein sequences using HMM profiles. BMC Bioinform. 17 (S-19) (2016)
Shiu Kumar, Ronesh Sharma, Alok Sharma, Tatsuhiko Tsunoda
Decimation filter with Common Spatial Pattern and Fishers Discriminant Analysis for motor imagery classification. IJCNN (2016)
Shiu Kumar, Ronesh Sharma, Edwin Vans
Localization for Wireless Sensor Networks: A Neural Network Approach. CoRR (2016)
Shiu Kumar, Eun Sik Ham, Seong Ro Lee
Traffic Monitoring Using M2M Communication. CoRR (2014)
Shiu Kumar
Ubiquitous Smart Home System Using Android Application. CoRR (2014)