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2020 – today
- 2024
[j9]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): 2769-2783 (2024)- [j8]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): 2785 (2024) - 2023
- [c4]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: 1-6 - 2022
- [c3]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: 1-5 - 2021
- [j7]Shiu Kumar, Tatsuhiko Tsunoda, Alok Sharma:
SPECTRA: a tool for enhanced brain wave signal recognition. BMC Bioinform. 22-S(6): 195 (2021) - [j6]Shiu Kumar, Ronesh Sharma, Tatsuhiko Tsunoda, Thirumananseri Kumarevel, Alok Sharma:
Forecasting the spread of COVID-19 using LSTM network. BMC Bioinform. 22-S(6): 316 (2021) - [j5]Shiu Kumar, Ronesh Sharma, Alok Sharma:
OPTICAL+: a frequency-based deep learning scheme for recognizing brain wave signals. PeerJ Comput. Sci. 7: e375 (2021)
2010 – 2019
- 2019
- [c2]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: 712-722 - 2018
- [j4]Shiu Kumar, Alok Sharma:
A new parameter tuning approach for enhanced motor imagery EEG signal classification. Medical Biol. Eng. Comput. 56(10): 1861-1874 (2018) - 2017
- [j3]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): 125-137 (2017) - [j2]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: 231-242 (2017) - 2016
- [j1]Ronesh Sharma, Shiu Kumar, Tatsuhiko Tsunoda, Ashwini Patil, Alok Sharma:
Predicting MoRFs in protein sequences using HMM profiles. BMC Bioinform. 17(S-19): 251-258 (2016) - [c1]Shiu Kumar, Ronesh Sharma, Alok Sharma, Tatsuhiko Tsunoda:
Decimation filter with Common Spatial Pattern and Fishers Discriminant Analysis for motor imagery classification. IJCNN 2016: 2090-2095 - [i3]Shiu Kumar, Ronesh Sharma, Edwin Vans:
Localization for Wireless Sensor Networks: A Neural Network Approach. CoRR abs/1610.04494 (2016) - 2014
- [i2]Shiu Kumar:
Ubiquitous Smart Home System Using Android Application. CoRR abs/1402.2114 (2014) - [i1]Shiu Kumar, Eun Sik Ham, Seong Ro Lee:
Traffic Monitoring Using M2M Communication. CoRR abs/1404.0106 (2014)
Coauthor Index
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