Search Results - "Kumar, Shiu"

Brain wave classification using long short-term memory network based OPTICAL predictor by Kumar, Shiu, Sharma, Alok, Tsunoda, Tatsuhiko

“…Brain-computer interface (BCI) systems having the ability to classify brain waves with greater accuracy are highly desirable. To this end, a number of…”
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An improved discriminative filter bank selection approach for motor imagery EEG signal classification using mutual information by Kumar, Shiu, Sharma, Alok, Tsunoda, Tatsuhiko

“…Common spatial pattern (CSP) has been an effective technique for feature extraction in electroencephalography (EEG) based brain computer interfaces (BCIs)…”
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A new parameter tuning approach for enhanced motor imagery EEG signal classification by Kumar, Shiu, Sharma, Alok

“…A brain-computer interface (BCI) system allows direct communication between the brain and the external world. Common spatial pattern (CSP) has been used…”
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CSP-TSM: Optimizing the performance of Riemannian tangent space mapping using common spatial pattern for MI-BCI by Kumar, Shiu, Mamun, Kabir, Sharma, Alok

“…Classification of electroencephalography (EEG) signals for motor imagery based brain computer interface (MI-BCI) is an exigent task and common spatial pattern…”
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Forecasting the spread of COVID-19 using LSTM network by Kumar, Shiu, Sharma, Ronesh, Tsunoda, Tatsuhiko, Kumarevel, Thirumananseri, Sharma, Alok

“…The novel coronavirus (COVID-19) is caused by severe acute respiratory syndrome coronavirus 2, and within a few months, it has become a global pandemic. This…”
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SPECTRA: a tool for enhanced brain wave signal recognition by Kumar, Shiu, Tsunoda, Tatsuhiko, Sharma, Alok

“…Abstract Background Brain wave signal recognition has gained increased attention in neuro-rehabilitation applications. This has driven the development of…”
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Predicting MoRFs in protein sequences using HMM profiles by Sharma, Ronesh, Kumar, Shiu, Tsunoda, Tatsuhiko, Patil, Ashwini, Sharma, Alok

“…Intrinsically Disordered Proteins (IDPs) lack an ordered three-dimensional structure and are enriched in various biological processes. The Molecular…”
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OPTICAL+: a frequency-based deep learning scheme for recognizing brain wave signals by Kumar, Shiu, Sharma, Ronesh, Sharma, Alok

“…A human-computer interaction (HCI) system can be used to detect different categories of the brain wave signals that can be beneficial for neurorehabilitation,…”
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Correction to: SleepBoost: a multi‑level tree‑based ensemble model for automatic sleep stage classification by Zaman, Akib, Kumar, Shiu, Shatabda, Swakkhar, Dehzangi, Iman, Sharma, Alok

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Single-stranded and double-stranded DNA-binding protein prediction using HMM profiles by Sharma, Ronesh, Kumar, Shiu, Tsunoda, Tatsuhiko, Kumarevel, Thirumananseri, Sharma, Alok

“…DNA-binding proteins perform important roles in cellular processes and are involved in many biological activities. These proteins include crucial protein-DNA…”
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SleepBoost: a multi-level tree-based ensemble model for automatic sleep stage classification by Zaman, Akib, Kumar, Shiu, Shatabda, Swakkhar, Dehzangi, Iman, Sharma, Alok

“…Neurodegenerative diseases often exhibit a strong link with sleep disruption, highlighting the importance of effective sleep stage monitoring. In this light,…”
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CluSem: Accurate clustering-based ensemble method to predict motor imagery tasks from multi-channel EEG data by Miah, Md. Ochiuddin, Muhammod, Rafsanjani, Mamun, Khondaker Abdullah Al, Farid, Dewan Md, Kumar, Shiu, Sharma, Alok, Dehzangi, Abdollah

“…The classification of motor imagery electroencephalogram (MI-EEG) is a pivotal task in the biosignal classification process in the brain-computer interface…”
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Crowdsourcing assessment of maternal blood multi-omics for predicting gestational age and preterm birth by Tarca, Adi L., Pataki, Bálint Ármin, Romero, Roberto, Sirota, Marina, Guan, Yuanfang, Kutum, Rintu, Gomez-Lopez, Nardhy, Done, Bogdan, Bhatti, Gaurav, Yu, Thomas, Andreoletti, Gaia, Chaiworapongsa, Tinnakorn, Hassan, Sonia S., Hsu, Chaur-Dong, Aghaeepour, Nima, Stolovitzky, Gustavo, Csabai, Istvan, Costello, James C.

“…Identification of pregnancies at risk of preterm birth (PTB), the leading cause of newborn deaths, remains challenging given the syndromic nature of the…”
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Android based smart home system with control via Bluetooth and internet connectivity by Kumar, Shiu, Seong Ro Lee

“…Automation plays an important role in today's human life and people's life is gradually changing with smart living due to modern technology development and…”
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A Deep Learning Approach for Motor Imagery EEG Signal Classification by Kumar, Shiu, Sharma, Alok, Mamun, Kabir, Tsunoda, Tatsuhiko

“…Over the last few decades, the use of electroencephalography (EEG) signals for motor imagery based brain-computer interface (MI-BCI) has gained widespread…”
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Ubiquitous Smart Home System Using Android Application by Kumar, Shiu

“…International Journal of Computer Networks & Communications, vol. 6(1), pp. 33-43, 2014 This paper presents a flexible standalone, low-cost smart home system,…”
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Decimation filter with Common Spatial Pattern and Fishers Discriminant Analysis for motor imagery classification by Kumar, Shiu, Sharma, Ronesh, Sharma, Alok, Tsunoda, Tatsuhiko

“…Brain Computer Interface (BCI) system converts thoughts into commands for driving external device with Electroencephalography (EEG). This paper presents the…”
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Machine Learning-based Feature Extraction Method for Sleep Stage Classification by Tagimae, Henry, Kumar, Shiu, Groza, Voicu, Rakaria, Joeli, Assaf, Mansour H., Kumar, Rahul R, Petriu, Emil M.

“…Sleep stage classification is important in diagnosing and treating sleep disorders, but current methods have limitations. An automatic feature extraction…”
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Epileptic Seizure Detection Using Convolution Neural Networks by Sukaria, William, Malasa, James, Kumar, Shiu, Kumar, Rahul, Assaf, Mansour H., Groza, Voicu, Petriu, Emil M., Das, Sunil R.

“…Epilepsy is a central nervous system disorder that affects a substantial number of world's population and disrupts the quality of life of the sufferers. A…”
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Localization for Wireless Sensor Networks: A Neural Network Approach by Kumar, Shiu, Sharma, Ronesh, Vans, Edwin

“…International Journal of Computer Networks & Communications (IJCNC), vol. 8, pp. 61-71, January 2016 As Wireless Sensor Networks are penetrating into the…”
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