Search Results - "Prabhakar, Sunil Kumar"

A Consolidated Framework for the Detection of Alzheimer's Disease Using EEG Signals and Hybrid Models.

Authors: Prabhakar, Sunil Kumar Won, Dong-Ok

Source: Biomimetics (2313-7673). May2026, Vol. 11 Issue 5, p348. 35p.

A Unified Framework for Detection of ADHD Using EEG Signals and Coherent Models.

Authors: Prabhakar, Sunil Kumar Won, Dong-Ok

Source: Mathematics (2227-7390). Mar2026, Vol. 14 Issue 5, p871. 30p.

Efficient Blended Models for Analysis and Detection of Neuropathic Pain from EEG Signals Using Machine Learning.

Authors: Prabhakar, Sunil Kumar Kim, Keun-Tae Won, Dong-Ok

Source: Bioengineering (Basel). Jan2026, Vol. 13 Issue 1, p67. 33p.

Pragmatic Models for Detection of Hypertension Using Ballistocardiograph Signals and Machine Learning.

Authors: Prabhakar, Sunil Kumar Won, Dong-Ok

Source: Bioengineering (Basel). Jan2026, Vol. 13 Issue 1, p43. 32p.

KNN Classifier and K-Means Clustering for Robust Classification of Epilepsy From EEG Signals. A Detailed Analysis

Authors: Rajaguru, Harikumar Prabhakar, Sunil Kumar

Resource Type: eBook.

Subjects: Brain--Physiology, Epilepsy, Signal processing--Digital techniques

Categories: MEDICAL / Diseases, HEALTH & FITNESS / Diseases & Conditions / General, MEDICAL / Clinical Medicine, MEDICAL / Internal Medicine, MEDICAL / Evidence-Based Medicine, TECHNOLOGY & ENGINEERING / Engineering (General), TECHNOLOGY & ENGINEERING / Reference

Advancing cardiovascular screening: deep learning-based heart-sound classification using SMOTE and temporal modeling.

Authors: Ameen, Asmaa Eldesouky Fattoh, Ibrahim Abd El-Hafeez, Tarek et al.

Source: Scientific Reports. 4/11/2026, Vol. 16 Issue 1, p1-12. 12p.

Ensemble Fusion Models Using Various Strategies and Machine Learning for EEG Classification.

Authors: Prabhakar, Sunil Kumar Lee, Jae Jun Won, Dong-Ok

Source: Bioengineering (Basel). Oct2024, Vol. 11 Issue 10, p986. 22p.

TLBEMSE: design of a transfer learning-based bioinspired ensemble model for preemptive detection of stress and emotional disorders.

Authors: Hole, Komal Rajendra Anand, Divya Mohanty, Sachi Nandan et al.

Source: Neural Computing & Applications; Sep2025, Vol. 37 Issue 25, p20591-20616, 26p

A Methodical Framework Utilizing Transforms and Biomimetic Intelligence-Based Optimization with Machine Learning for Speech Emotion Recognition.

Authors: Prabhakar, Sunil Kumar Won, Dong-Ok

Source: Biomimetics (2313-7673). Sep2024, Vol. 9 Issue 9, p513. 33p.

Coherent Feature Extraction with Swarm Intelligence Based Hybrid Adaboost Weighted ELM Classification for Snoring Sound Classification.

Authors: Prabhakar, Sunil Kumar Rajaguru, Harikumar Won, Dong-Ok

Source: Diagnostics (2075-4418). Sep2024, Vol. 14 Issue 17, p1857. 29p.

SCMs: Systematic Conglomerated Models for Audio Cough Signal Classification.

Authors: Prabhakar, Sunil Kumar Won, Dong-Ok

Source: Algorithms. Jul2024, Vol. 17 Issue 7, p302. 25p.

HM–GDM: Hybrid Measures and Graph-Dependent Modeling for Environmental Sound Classification.

Authors: Prabhakar, Sunil Kumar Ju, Young-Gi Won, Dong-Ok

Source: International Journal of Computational Intelligence Systems; 8/12/2024, Vol. 17 Issue 1, p1-24, 24p

A Dual Level Analysis with Evolutionary Computing and Swarm Models for Classification of Leukemia.

Authors: Prabhakar, Sunil Kumar Ryu, Semin Jeong, In cheol et al.

Source: BioMed Research International. 5/26/2022, p1-16. 16p.

A Holistic Strategy for Classification of Sleep Stages with EEG.

Authors: Prabhakar, Sunil Kumar Rajaguru, Harikumar Ryu, Semin et al.

Source: Sensors (14248220). May2022, Vol. 22 Issue 9, p3557-3557. 24p.

Medical Text Classification Using Hybrid Deep Learning Models with Multihead Attention.

Authors: Prabhakar, Sunil Kumar Won, Dong-Ok

Source: Computational Intelligence & Neuroscience. 9/24/2021, p1-16. 16p.

Schizophrenia EEG Signal Classification Based on Swarm Intelligence Computing.

Authors: Prabhakar, Sunil Kumar Rajaguru, Harikumar Kim, Sun-Hee

Source: Computational Intelligence & Neuroscience. 11/30/2020, p1-14. 14p.

An Amalgamated Approach to Bilevel Feature Selection Techniques Utilizing Soft Computing Methods for Classifying Colon Cancer.

Authors: Prabhakar, Sunil Kumar Rajaguru, Harikumar Kim, Sun-Hee

Source: BioMed Research International. 10/13/2020, Vol. 2020, p1-13. 13p.

WeDea: A New EEG-Based Framework for Emotion Recognition.

Authors: Kim, Sun-Hee Yang, Hyung-Jeong Nguyen, Ngoc Anh Thi et al.

Source: IEEE Journal of Biomedical & Health Informatics; Jan2022, Vol. 26 Issue 1, p264-275, 12p

Phonocardiogram signal classification for the detection of heart valve diseases using robust conglomerated models.

Authors: Prabhakar, Sunil Kumar Won, Dong-Ok

Source: Expert Systems with Applications; Jul2023, Vol. 221, pN.PAG-N.PAG, 1p

Holistic Approaches to Music Genre Classification using Efficient Transfer and Deep Learning Techniques.

Authors: Prabhakar, Sunil Kumar Lee, Seong-Whan

Source: Expert Systems with Applications; Jan2023, Vol. 211, pN.PAG-N.PAG, 1p