Shiu Kumar

According to our database, Shiu Kumar authored at least 14 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Machine Learning-based Feature Extraction Method for Sleep Stage Classification.

Henry Tagimae, Shiu Kumar, Voicu Groza, Joeli Rakaria, Mansour H. Assaf, Rahul R. Kumar, Emil M. Petriu

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2023

2022

Epileptic Seizure Detection Using Convolution Neural Networks.

William Sukaria, James Malasa, Shiu Kumar, Rahul Kumar, Mansour H. Assaf, Voicu Groza, Emil M. Petriu, Sunil R. Das

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2022

2021

OPTICAL+: a frequency-based deep learning scheme for recognizing brain wave signals.

Shiu Kumar, Ronesh Sharma, Alok Sharma

PeerJ Comput. Sci., 2021

SPECTRA: a tool for enhanced brain wave signal recognition.

Shiu Kumar, Tatsuhiko Tsunoda, Alok Sharma

BMC Bioinform., 2021

Forecasting the spread of COVID-19 using LSTM network.

Shiu Kumar, Ronesh Sharma, Tatsuhiko Tsunoda, Thirumananseri Kumarevel, Alok Sharma

BMC Bioinform., 2021

2019

Subject-Specific-Frequency-Band for Motor Imagery EEG Signal Recognition Based on Common Spatial Spectral Pattern.

Shiu Kumar, Alok Sharma, Tatsuhiko Tsunoda

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

2018

A new parameter tuning approach for enhanced motor imagery EEG signal classification.

Shiu Kumar, Alok Sharma

Medical Biol. Eng. Comput., 2018

2017

CSP-TSM: Optimizing the performance of Riemannian tangent space mapping using common spatial pattern for MI-BCI.

Shiu Kumar, Kabir A. Mamun, Alok Sharma

Comput. Biol. Medicine, 2017

An improved discriminative filter bank selection approach for motor imagery EEG signal classification using mutual information.

Shiu Kumar, Alok Sharma, Tatsuhiko Tsunoda

BMC Bioinform., 2017

2016

Localization for Wireless Sensor Networks: A Neural Network Approach.

Shiu Kumar, Ronesh Sharma, Edwin Vans

CoRR, 2016

Predicting MoRFs in protein sequences using HMM profiles.

Ronesh Sharma, Shiu Kumar, Tatsuhiko Tsunoda, Ashwini Patil, Alok Sharma

BMC Bioinform., 2016

Decimation filter with Common Spatial Pattern and Fishers Discriminant Analysis for motor imagery classification.

Shiu Kumar, Ronesh Sharma, Alok Sharma, Tatsuhiko Tsunoda

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2014

Traffic Monitoring Using M2M Communication.

Shiu Kumar, Eun Sik Ham, Seong Ro Lee

CoRR, 2014

Ubiquitous Smart Home System Using Android Application.

Shiu Kumar

CoRR, 2014