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2020 – today
- 2023
[j20]Andrei Velichko
, Maksim Belyaev, Yuriy Izotov, Murugappan Murugappan, Hanif Heidari:
Neural Network Entropy (NNetEn): Entropy-Based EEG Signal and Chaotic Time Series Classification, Python Package for NNetEn Calculation. Algorithms 16(5): 255 (2023)- [j19]Parikha Chawla, Shashi B. Rana, Hardeep Kaur, Kuldeep Singh, Yuvaraj Rajamanickam, M. Murugappan:
A decision support system for automated diagnosis of Parkinson's disease from EEG using FAWT and entropy features. Biomed. Signal Process. Control. 79(Part): 104116 (2023) - [j18]M. Murugappan, Ali K. Bourisly, N. B. Prakash, M. G. Sumithra, U. Rajendra Acharya:
Automated semantic lung segmentation in chest CT images using deep neural network. Neural Comput. Appl. 35(21): 15343-15364 (2023) - [i4]Andrei Velichko, Maksim Belyaev, Yuriy Izotov, Murugappan Murugappan, Hanif Heidari:
Neural Network Entropy (NNetEn): EEG Signals and Chaotic Time Series Separation by Entropy Features, Python Package for NNetEn Calculation. CoRR abs/2303.17995 (2023) - [i3]Maksim Belyaev, Murugappan Murugappan, Andrei Velichko, Dmitry G. Korzun:
Entropy-based machine learning model for diagnosis and monitoring of Parkinson's Disease in smart IoT environment. CoRR abs/2309.07134 (2023) - 2022
- [j17]Bharathi Deepa, M. Murugappan, M. G. Sumithra, Mufti Mahmud, Mabrook S. Al-Rakhami:
Pattern Descriptors Orientation and MAP Firefly Algorithm Based Brain Pathology Classification Using Hybridized Machine Learning Algorithm. IEEE Access 10: 3848-3863 (2022) - [j16]Muhammad Najam Dar, Muhammad Usman Akram, Yuvaraj Rajamanickam, Sajid Gul Khawaja, M. Murugappan:
EEG-based emotion charting for Parkinson's disease patients using Convolutional Recurrent Neural Networks and cross dataset learning. Comput. Biol. Medicine 144: 105327 (2022) - [j15]M. Maithri, U. Raghavendra, Anjan Gudigar, Jyothi Samanth, Prabal Datta Barua, Murugappan Murugappan, Yashas Chakole, U. Rajendra Acharya:
Automated emotion recognition: Current trends and future perspectives. Comput. Methods Programs Biomed. 215: 106646 (2022) - [j14]Ankit A. Bhurane, Shivani Dhok, Manish Sharma, Yuvaraj Rajamanickam, Murugappan Murugappan, U. Rajendra Acharya:
Diagnosis of Parkinson's disease from electroencephalography signals using linear and self-similarity features. Expert Syst. J. Knowl. Eng. 39(7) (2022) - [j13]Chandran Venkatesan, M. G. Sumithra, M. Murugappan:
NFU-Net: An Automated Framework for the Detection of Neurotrophic Foot Ulcer Using Deep Convolutional Neural Network. Neural Process. Lett. 54(5): 3705-3726 (2022) - [i2]Ravikiran Parameshwara, Soujanya Narayana, Murugappan Murugappan, Ramanathan Subramanian, Ibrahim Radwan, Roland Goecke:
Automated Parkinson's Disease Detection and Affective Analysis from Emotional EEG Signals. CoRR abs/2202.12936 (2022) - [i1]Sakib Mahmud, Amith Khandakar, Muhammad Enamul Hoque Chowdhury, Mohammed AbdulMoniem, Mamun Bin Ibne Reaz, Zaid Bin Mahbub, Kishor Kumar Sadasivuni, M. Murugappan, Mohammed Alhatou:
Design, Implementation, and Performance Evaluation of a Fiber Bragg Gratings(FBG) based Smart Insole to Measure Plantar Pressure and Temperature. CoRR abs/2208.12201 (2022) - 2021
- [j12]Arun Sahayadhas, Kenneth Sundaraj, Murugappan Murugappan:
Correction: Sahayadhas, A., et al. Detecting Driver Drowsiness Based on Sensors: A Review. Sensors 2012, 12, 16937-16953. Sensors 21(2): 451 (2021) - 2020
- [j11]Shu Lih Oh, Yuki Hagiwara, U. Raghavendra, Yuvaraj Rajamanickam, Arunkumar N., M. Murugappan, U. Rajendra Acharya:
A deep learning approach for Parkinson's disease diagnosis from EEG signals. Neural Comput. Appl. 32(15): 10927-10933 (2020)
2010 – 2019
- 2019
- [j10]Zhemin Zhuang, Alex Noel Joseph Raj, Atyant Jain, Ruban Nersisson, Saksham Chaurasia, Nan Li, M. Lakshmanan, M. Murugappan:
Nipple Segmentation and Localization Using Modified U-Net on Breast Ultrasound Images. J. Medical Imaging Health Informatics 9(9): 1827-1837 (2019) - [c3]Ramaswamy Palaniappan, Aruna Duraisingam, Nithyakalyani Chinnaiah, Murugappan Murugappan:
Predicting Java Computer Programming Task Difficulty Levels Using EEG for Educational Environments. HCI (15) 2019: 446-460 - 2017
- [j9]Siao Zheng Bong, Wan Khairunizam, M. Murugappan, Norlinah Mohamed Ibrahim, Yuvaraj Rajamanickam, Khairiyah Mohamad:
Implementation of wavelet packet transform and non linear analysis for emotion classification in stroke patient using brain signals. Biomed. Signal Process. Control. 36: 102-112 (2017) - 2015
- [j8]Arun Sahayadhas, Kenneth Sundaraj, M. Murugappan, Rajkumar Palaniappan:
Physiological signal based detection of driver hypovigilance using higher order spectra. Expert Syst. Appl. 42(22): 8669-8677 (2015) - 2014
- [j7]Yuvaraj Rajamanickam, M. Murugappan, Norlinah Mohamed Ibrahim, Kenneth Sundaraj, Mohd Omar, Khairiyah Mohamad, Rajkumar Palaniappan:
Detection of emotions in Parkinson's disease using higher order spectral features from brain's electrical activity. Biomed. Signal Process. Control. 14: 108-116 (2014) - [j6]S. Jerritta, M. Murugappan, Wan Khairunizam, Sazali Yaacob:
Electrocardiogram-based emotion recognition system using empirical mode decomposition and discrete Fourier transform. Expert Syst. J. Knowl. Eng. 31(2): 110-120 (2014) - [j5]Bukhari Ilias, R. Nagarajan, M. Murugappan, Khaled Helmy, Awang Sabri Awang Omar, Muhammad Asyraf Abdul Rahman:
Hospital nurse following robot: hardware development and sensor integration. Int. J. Medical Eng. Informatics 6(1): 1-13 (2014) - 2013
- [j4]Siao Zheng Bong, M. Murugappan, Sazali Yaacob:
Methods and approaches on inferring human emotional stress changes through physiological signals: a review. Int. J. Medical Eng. Informatics 5(2): 152-162 (2013) - [j3]Mousa Kathim Wali, M. Murugappan, R. Badlishah Ahmmad:
Development of EEG data acquisition device by using single board computer. Int. J. Medical Eng. Informatics 5(3): 191-200 (2013) - [c2]S. Jerritta, M. Murugappan, Wan Khairunizam, Sazali Yaacob:
Emotion Detection from QRS Complex of ECG Signals Using Hurst Exponent for Different Age Groups. ACII 2013: 849-854 - 2012
- [j2]Arun Sahayadhas, Kenneth Sundaraj, M. Murugappan:
Detecting Driver Drowsiness Based on Sensors: A Review. Sensors 12(12): 16937-16953 (2012) - 2011
- [c1]P. Karthikeyan, M. Murugappan, Sazali Yaacob:
ECG signals based mental stress assessment using wavelet transform. ICCSCE 2011: 258-262
2000 – 2009
- 2009
- [j1]M. Murugappan, Mohd Rizon Bin Mohammed Juhari, Nagarajan Ramachandran, Sazali Yaacob:
An investigation on visual and audiovisual stimulus based emotion recognition using EEG. Int. J. Medical Eng. Informatics 1(3): 342-356 (2009)
Coauthor Index
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last updated on 2023-10-24 01:51 CEST by the dblp team
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