Dr. Rajkumar Palaniappan


Designation:
Faculty
E-mail:
Telephone Number
17787981
Academic Qualification:
Doctor of Philosophy major in Mechatronics Engineering
Master of Science major in Mechatronics Engineering
Bachelor of Engineering major in Mechatronics Engineering

Research and Publication:

Fizza Ghulam Nabi, Lam Chee Kiang, Kenneth Sundaraj and Rajkumar Palaniappan (2019), Characterization and classification of asthmatic wheeze sounds according to severity level using spectral integrated features.  Computers in Biology and Medicine, Vol. 104, 52-61.(IF: 2.115)
Fizza Ghulam Nabi, Lam Chee Kiang, Kenneth Sundaraj and Rajkumar Palaniappan (2018), Recommendations Related to Wheeze Sound Data Acquisition.  Journal of Telecommunication, Electronic and Computer Engineering, Vol. 10, 117-120
Paulraj M P, Sazali Yaacob, Mohd Shuhanaz Zanar Azala N and Rajkumar Palaniappan, “A Phoneme Based Sign Language Recognition System using Neural Network”, International Journal of Digital Content Technology and applications – vol. 3, issue 3, pp 51- 57
Fizza Ghulam Nabi, Kenneth Sundaraj, Lam Chee Kiang, RajkumarPalaniappan, Sebastian Sundaraj, and Nizam Uddin Ahamed, “Artificial Intelligence Techniques used for Wheeze Sounds Analysis: Review”, IFMBE Book Series – Springer, 58:37-40 · February 2017
N.S. Abdullah, C.K. Lam, K. Sundaraj, and Rajkumar Palaniappan, “Classification of Respiratory Sounds in Smokers and Non-smokers using k-NN Classifier”, IFMBE Book Series – Springer, 58:73-78 · February 2017
Rajkumar Palaniappan, S. Magidi, (2018), Signal Noise Cancellation Using Generalized ADALINE Neural Network, International Research Journal of Engineering Sciences, (Accepted).
Fizza Ghulam Nabi, Kenneth Sundaraj, Lam Chee Kiang, Rajkumar Palaniappan and Sebastian Sundaraj (2017), Wheeze sound analysis using computer-based techniques: A systematic review.  Biomedical Engineering / Biomedizinische Technik, (Accepted). (IF: 1.650).
Rajkumar Palaniappan, Kenneth Sundaraj and Fizza Ghulam Nabi (2017), An Overview of Breath Phase Detection Techniques: Past, Present and the Future.  Journal of Telecommunication, Electronic and Computer Engineering, (Accepted).
Fizza Ghulam Nabi, Lam Chee Kiang, Kenneth Sundaraj and Rajkumar Palaniappan (2017), Issues related to wheeze sound data acquisition.  Journal of Telecommunication, Electronic and Computer Engineering, (Accepted).
Agastinose Ronickom Jac Fredo, Thomas Raj Josena, Rajkumar Palaniappan, Asaithambi Mythili (2017),  Classification of Normal and Knee Joint Disorder Vibroarthographic Signals using Multifractals and Support Vector Machines.  Biomedical Engineering: Applications, Basis and Communications, Vol. 29(3), 1-9. (IF: 0.320).
Rajkumar Palaniappan, Kenneth Sundaraj, Sebastian Sundaraj, N. Huliraj, S.S. Revadi (2017),  Classification of Pulmonary Pathology from Breath Sounds Using Wavelet Packet Transform and Extreme Learning Machine.  Biomedical Engineering / Biomedizinische Technik (Article in Press) (IF: 1.650).
Rajkumar Palaniappan, Kenneth Sundaraj, Sebastian Sundaraj,(2017), Adaptive Neuro-Fuzzy Inference System for Breath Phase Detection and Breath Cycle Segmentation. Computer Methods and Programs in Biomedicine, Vol. 145, 67–72.  (IF: 2.503).
Rajkumar Palaniappan, Kenneth Sundaraj, Sebastian Sundaraj, Huliraj N, Revadi SS (2016), A Novel Approach to Detect Respiratory Phases from Pulmonary Acoustic Signals using Normalised Power Spectral Density and Fuzzy Inference System. The Clinical Respiratory Journal, 2016, Vol. 10 (4), 486–494. (IF: 2.147).
Arun S, Kenneth Sundaraj, Murugappan M, Rajkumar Palaniappan (2015), Physiological Signal based Detection of Driver Hypovigilance using Higher Order Spectra. Expert Systems With Applications, 2015, Vol.42(22), pp. 8669–8677. (IF: 2.981)
Rajkumar Palaniappan, Kenneth Sundaraj, Sebastian Sundaraj, Huliraj N, Revadi SS (2015), A Telemedicine Tool to Detect Pulmonary Pathology using Computerized Pulmonary Acoustic Signal Analysis. Applied Soft Computing, 2015, Vol. 37, pp.952–959. (IF: 2.857)
Arun S, Kenneth Sundaraj, Murugappan M, Rajkumar Palaniappan (2015), A Physiological Measures-Based Method for Detecting Inattention in Drivers Using Machine Learning Approach. Biocybernetics and Biomedical Engineering, 2015, Vol. 35(3), pp. 198–205. (IF: 1.031)
Syamimi Mardiah Shaharum, Kenneth Sundaraj, Rajkumar Palaniappan, Asraf Ali (2014), The Significance of Automated System Development for Asthma Disease in Malaysia__MoHE 2014.
Rajkumar Palaniappan, Kenneth Sundaraj, Sebastian Sundaraj, Huliraj N, Revadi SS, Archana B (2014), Pulmonary Acoustic Signal Classification using Autoregressive Coefficients and k- Nearest Neighbor. Applied Mechanics and Materials, Vol 591, pp. 211-214.
Rajkumar Palaniappan, Kenneth Sundaraj, Sebastian Sundaraj (2014), A comparative study of the svm and k-nn machine learning algorithms for the diagnosis of respiratory pathologies using pulmonary acoustic signals. BMC Bioinformatics, 15 (1) 223. (IF: 2.435).
RajkumarPalaniappan, Kenneth Sundaraj and Sebastian Sundaraj (2014), Artificial Intelligence Techniques Used in Respiratory Sound Analysis – A Systematic Review, Biomedical Engineering/ BiomedizinischeTechnik (BMT), Vol. 59(1), pp.7-18. (IF: 1.650).
RajkumarPalaniappan, Kenneth Sundaraj, Nizam Uddin Ahamed (2013), Machine Learning in Lung Sound Analysis: A Systematic Review, Journal of Biocybernetics and Biomedical Engineering, vol:33(3), pp.129-135.(IF: 1.031)
SimKwoh Fung, Kenneth Sundaraj, Nizam Uddin Ahamed, Lam Chee Kiang, Sivadev Nadarajah, Arun Sahayadhas, Md Asraf Ali, Md Anamul Islam, Rajkumar Palaniappan (2014), Hybrid markerless tracking of complex articulated motion in golf swings, Journal of Bodywork and Movement Therapies, Vol:18(2), pp. 220-227.
Rajkumar Palaniappan, Kenneth Sundaraj, Nizam Uddin Ahamed, Agilan Arjunan and Sebastian Sundaraj (2013). Computer Based Respiratory Sound Analysis: A Systematic Review, IETE Technical Review, Vol: 30(3), pp. 248-256. (IF: 1.304)
Nizam Uddin Ahamed, Kenneth Sundaraj, Badlishah Ahmad, Matiur Rahman, Md. Asraf Ali, Md. Anamul Islam, Rajkumar Palaniappan (2013), Rehabilitation systems for physically disabled patients: A brief review of sensor-based computerised signal-monitoring systems, Biomedical Research India, Vol: 24(3), pp. 370-376. (IF:0.236)
Syamimi Mardiah Shaharum, Kenneth Sundaraj, Rajkumar Palaniappan (2013), A Survey on Automated Wheeze Detection Systems for Asthmatic Patients, Bosnian Journal of Basic Medical Sciences, vol:12(4), pp. 249-255. (IF:0.599)
Paulraj.M.P, Hema C.R, Sazali Yaacob, Mohd Shuhanaz Zanar Azalan (2013), Rajkumar Palaniappan. Gesture Recognition System using 2D-Invariant Moment Feature and ElmanNeural Network, International Journal of Artificial Intelligence and Soft Computing-IJAISC,Vol:3(4), pp._298-309.
Paulraj M. P, Mohd Shuhanaz Zanar Azalan, Hema C.R, Rajkumar Palaniappan (2012), Image Quality Assessment using Elman Neural Network Model and Interleaving Method, International Journal of Human Computer Interaction (IJHCI), CSC Press, Computer Science Journals CSC Journals, Vol:3(3) pp. 51-57.
Membership in Professional Organizations:
C-Eng (IEI – Institute of Engineers India)
IEI Member (MIE)
Universal Association of Mechanical and Aeronautical Engineers
International Association of Educators and Researchers (IAER)
International Association of Online Engineers (Member ID: 10106 | IAOE Individual Membership)
International Association for Engineering (IAENG)(Member ID: 171852)