Journals [SCI Indexed]
Lalit Garia and Hariharan Muthusamy, “Dual-Tree Complex Wavelet Pooling and Attention-based Modified U-Net Architecture for Automated Breast Thermogram Segmentation and Classification”, Journal of Imaging and Informatics in Medicine(Springer)-formerly it was Journal of Digital Imaging(Springer), https://doi.org/10.1007/s10278-024-01239-y, 2024.[Q1, IF:2.9(2023)]
R. Juyal, H. Muthusamy, Niraj Kumar and Ashutosh Tiwari, “Resting State EEG Assisted Imagined Vowel Phonemes Recognition by Native and Non-Native Speakers using Brain Connectivity Measures”, Physical and Engineering Sciences in Medicine(Springer), 2024.[Q1, IF:4.4(2022)]
R. Juyal, H. Muthusamy, N. Singh, “SNOAR: a new regression approach for the removal of ocular artifact from multi-channel electroencephalogram signals, Medical & Biological Engineering & Computing(Springer), 60(12), pp.3567-3573, 2022.[Q2, IF:3.079(2022)]
Muthusamy, H., Ravindran, S., Yaacob, S., Polat, K. “An improved elephant herding optimization using sine–cosine mechanism and opposition based learning for global optimization problems”, Expert Systems with Applications(Elsevier), 172, art. no. 114607, 2021.[Q1, IF:6.954(2021)]
R. Sindhu, Ruzelita Ngadiran, Yasmin Mohd Yacob, Nik Adilah Hanin Zahri, M. Hariharan and Kemal Polat, “A SCA inspired BBO for feature selection problems”, Mathematical Problems in Engineering (Hindawi), 2019. [Q2, IF:1.179(2018)]
J. Saraswathy, M. Hariharan, T Nadarajaw, Wan Khairunizam and Sazali Yaacob, “Time–frequency analysis in infant cry classification using quadratic time frequency distributions", Biocybernetics and Biomedical Engineering(Polish Academy of Sciences), 38(3), pp. 634-645,2018. [Q3,IF:0.1.374(2017)]
M.Hariharan, R. Sindhu, Vikneswaran Vijean, Haniza Yazid, Thiyagar Nadarajaw, Kemal Polat, Sazali Yaacob, “Improved Binary Dragonfly Optimization Algorithm and Wavelet Packet Based Nonlinear Features for Infant Cry Classification”, Computer Methods and Programs Biomedicine (Elsevier), 155, pp. 39-51, 2018. [Q1, IF:2.674(2017)]
Qi Wei Oung, M. Hariharan, S. N. Basah, H. Lee and V. Vijean, “Empirical Wavelet Transform Based Features for Classification of Parkinson’s Disease Severity”, Journal of Medical Systems (Springer), 42(2), pp. 29, 2018. [Q2, IF:2.098 (2017)]
Yogesh C.K., M. Hariharan, Ruzelita Ngadiran, A.H. Adom, Sazali Yaacob, Kemal Polat,” Hybrid BBO_PSO and higher order spectral features for emotion and stress recognition from natural speech”, Applied Soft Computing (Elsevier), 57,pp. 217-232,2017. [Q1, IF:3.541(2016)]
Chawki Berkai, M. Hariharan, C. K. Yogesh, Sazali Yaacob and M I Omar, “Hybrid PSOGSA Algorithm and Nonlinear Features for Prediction Body Mass Index (BMI) from Speech Signals”, Journal of Medical Imaging and Health Informatics,7, pp. 305-315,2017 [Q4, IF:0.621(2016)]
CK Yogesh, M. Hariharan, R Yuvaraj, Ruzelita Ngadiran, Sazali Yaacob, Kemal Polat, “Bispectral features and mean shift clustering for stress and emotion recognition from natural speech”, Computers and Electrical Engineering (Elsevier), 62, pp.676-691,2017.[Q1, IF:1.570(2016)]
Yogesh C.K, M. Hariharan, Ruzelita Ngadiran, Abdul Hamid Adom, Sazali Yaacob,Chawki Berkai and Kemal Polat, “A New Hybrid PSO Assisted Biogeography-Based Optimization for Emotion and Stress Recognition from Speech Signal”, Expert Systems with Applications (Elsevier),69, pp. 149-158, 2017. [Q1, IF:3.928(2016)]
M. Hariharan, Kemal Polat and Sazali Yaacob, “Particle Swarm Optimization based Feature Enhancement and Feature Selection for Improved Emotion Recognition in Speech and Glottal Signals”, 10(3), e0120344,PLOS ONE, 2015.[Q1, IF:3.234(2014)]
M. Hariharan, Kemal Polat and Sazali Yaacob, “Improved Emotion Recognition using Gaussian Mixture Model and Extreme Learning Machine in Speech and Glottal Signals”, Mathematical Problems in Engineering, 2015. [Q2, IF:0.762(2014)]
Qi Wei Oung, M. Hariharan, Hoi Leong Lee, Shafriza Nisha Basah, Sazali Yaacob, Mohamed Sarilee and Chia Hau Lee, “Technologies for Assessment of Motor Disorders in Parkinson’s Disease: A Review", Sensors, 15(9), 21710-21745, 2015. [Q2, IF:2.245(2014)]
N. M. Khair, M. Hariharan, S. Yaacob and S. N. Basah, “Locality sensitivity discriminant analysis-based feature ranking of human emotion actions recognition”, Journal of Physical Therapy Science, 27(8), 2649-2653, 2015. [Q3, IF:0.392(2014)]
Hasimah Ali, M. Hariharan, Sazali Yaacob and Abdul Hamid Adom, “Facial Emotion Recognition Based on Higher-Order Spectra Using Support Vector Machines”, Journal of Medical Imaging and Health Informatics, 5, 1272-1277, 2015. [Q3, IF:0.503(2014)]
Yavuz Unal, Kemal Polat, H. Erdinc Kocer and M. Hariharan, “Detection of abnormalities in lumbar discs from clinical lumbar MRI with hybrid models”, Applied Soft Computing (Elsevier), 33, pp. 65-76, 2015. [Q1,IF:2.810(2014)]
Reşit Kavsaoğlu, Kemal Polat and M. Hariharan, “Non-invasive prediction of hemoglobin level using machine learning techniques with the PPG signal's characteristics features”, Applied Soft Computing (Elsevier), 37, pp.983-991, 2015. [Q1,IF:2.810(2014)]
Hasimah Ali, M. Hariharan, Sazali Yaacob and Abdul Hamid Adom, "Facial Emotion Recognition using Empirical Mode Decomposition", Expert Systems with Applications (Elsevier), 42(3), pp. 1261 - 1277, 2015. [Q1,IF:2.240(2014)]
R. Sindhu, Asral Bahari Jambek, M. Hariharan and Neoh Siew-Chin, "A Novel Clinical Decision Support System using Improved Adaptive Genetic Algorithm for the Assessment of Fetal Well-being", Computational and Mathematical Methods in Medicine, 2015. [Q2,IF:0.766(2014)]
M. Hariharan, Kemal Polat and R. Sindhu, “A new hybrid expert system for accurate detection of Parkinson’s disease”, Computer Methods and Programs in Biomedicine (Elsevier), 113(3), pp. 904-913, 2014.[Q2,IF:1.093(2013), Best Papers of the Year 2014]
M. Hariharan, Vikneswaran Vijean, R. Sindhu, P. Divakar, A. Saidatul and Sazali Yaacob, “Classification of mental tasks using Stockwell transform”, Computers and Electrical Engineering (Elsevier), 40(5), pp. 1741–1749, 2014.[Q1,IF:0.992(2013)]
M. Hariharan, Kemal Polat and Sazali Yaacob, “A new feature constituting approach to detection of vocal fold pathology”, International Journal of Systems Science, 45 (8), pp. 1622-1634, 2014.[Q2,IF:1.579(2013)]
J. Saraswathy, M. Hariharan, T Nadarajaw, Wan Khairunizam and Sazali Yaacob, “Optimal selection of mother wavelet for accurate infant cry classification”, Australasian Physical & Engineering Sciences in Medicine (Springer), 37(2), pp. 439 – 456,2014. [Q3,IF:0.848(2013)]
Vikneswaran Vijean, M. Hariharan, Sazali Yaacob and Nazri B. Sulaiman, “Application of clustering techniques for visually evoked potentials based detection of vision impairments”,Biocybernetics and Biomedical Engineering(Polish Academy of Sciences),34(3), pp. 169 – 177,2014.[Q4,IF:0.208(2012)]
M. Hariharan, Kemal Polat and Sazali Yaacob, “A hybrid expert system approach for telemonitoring of vocal fold pathology”, Applied Soft Computing (Elsevier), 13 (10), pp. 4148-4161, 2013.[Q1,IF:2.140(2012)]
M. Hariharan, C.Y. Fook, R. Sindhu, Abdul Hamid Adom and Sazali Yaacob, “Objective evaluation of speech dysfluencies using wavelet packet transform with sample entropy”, Digital Signal Processing (Elsevier),23 (3) , pp. 952-959, 2013.[Q1,IF:1.918(2012)]
Muhammad Naufal Mansor, M. Hariharan,Sazali Yaacob and Shafriza Nisha Basah, “New newborn jaundice monitoring scheme based on combination of pre-processing and color detection method”, Special Issue on Image Feature Detection and Description, Neurocomputing (Elsevier), 120, pp. 258-261, 2013.[Q1,IF:1.634(2012)]
Chong Yen Fook, M. Hariharan, Lim Sin Chee, Sazali Yaacob and Abdul Hamid Bin Adom, “Comparison of speech parameterization techniques for classification of speech dysfluencies”, Turkish Journal of Electrical Engineering & Computer Sciences, 21(SUPPL2), 1983-1994, 2013. [Q2,IF:0.568(2012)]
Vikneswaran Vijean, M. Hariharan, Sazali Yaacob, Nazri B. Sulaiman and A. H. Adom, “Objective investigation of vision impairments using single trial pattern reversal visually evoked potentials”, Computers and Electrical Engineering (Elsevier), 39, pp. 1549-1560, 2013.[Q1,IF:0.928(2012)]
M. Hariharan, C.Y. Fook, R. Sindhu, Bukhar iIlias and Sazali Yaacob, “A comparative study of wavelet families for classification of wrist motions”, Computers and Electrical Engineering (Elsevier), 38(6), pp. 1798-1807, 2012.[Q2,IF:0.837(2011)]
M. Hariharan, J. Saraswathy, R. Sindhu, Wan Khairunizam and Sazali Yaacob, “Infant cry classification to identify asphyxia using time-frequency analysis and radial basis neural networks”, Expert Systems with Applications(Elsevier), 39(10), pp.9515-9523, 2012. [Q1,IF:2.203(2011)]
M. Hariharan, Lim Sin Chee and Sazali Yaacob, “Classification of speech dysfluencies using LPC based parameterization techniques”, Journal of Medical Systems (Springer), 36(3), pp. 1821-1830, 2012. [Q2,IF: 1.132(2011)]
M. Hariharan, Lim Sin Chee and Sazali Yaacob, “Analysis of infant cry through weighted linear prediction cepstral coefficients and probabilistic neural network”, Journal of Medical Systems (Springer), 36(3), pp. 1309-1315, 2012. [Q2,IF: 1.132(2011)]
M. Hariharan, R. Sindhu and Sazali Yaacob, “Normal and hypo-acoustic infant cry signal classification using time-frequency analysis”, Computer Methods and Programs in Biomedicine (Elsevier), 108(2), pp. 559-569,2012.[Q2,IF:1.516(2011)]
Ooi Chia Ai, M. Hariharan, Sazali Yaacob and Lim Sin Chee, "Classification of speech dysfluencies with MFCC and LPCC features", Expert Systems with Applications (Elsevier), 39(2), pp.2157-2165, 2012. [Q1,IF:2.203 (2011)]
R. Nagarajan, M. Hariharan and M. Satiyan, “Luminance sticker based facial expression recognition using discrete wavelet transform for physically disabled persons”, Journal of Medical Systems (Springer), 36(4), pp. 2225-2234, 2012.[Q2,IF: 1.132(2011)]
M. Hariharan, Sazali Yaacob and Saidatul Ardeenaawatie Awang, "Pathological infant cry analysis using wavelet packet transform and probabilistic neural network", Expert Systems with Applications (Elsevier), 38(12), pp. 15377-15382, 2011. [Q1,IF:2.203 (2011)].
Journals [SCOPUS Indexed]
Kassim, F.N.C., Vijean, V., Abdullah, Z., Muthusamy, H., Abdullah, R.” Optimization of dual-tree complex wavelet packet based entropy features for voice pathologies detection”, Jurnal Teknologi, 82 (6), pp. 21-28,2020.
Kassim, F.N.C., Muthusamy, H., Vijean, V., Abdullah, Z., Abdullah, R.”Dual-tree complex wavelet packet transform for voice pathology analysis” , Pertanika Journal of Science and Technology, 28 (3), pp. 839-858,2020.
Saraswathy, J., Hariharan, M., Khairunizam, W., Sarojini, J., Yaacob, S.”Time-frequency analysis-based method for application of infant cry classification”, International Journal of Medical Engineering and Informatics, 12 (2), pp. 119-134,2020.
Uthvag, S., Vijay Sai, P., Dheeraj Kumar, S., Muthusamy, H., Chanu, O.R., Karthik Raj, V. “REAL-TIME EMG ACQUISITION and FEATURE EXTRACTION for REHABILITATION and PROSTHESIS”, Biomedical Engineering - Applications, Basis and Communications, 31 (5), art. no. 1950037, 2019.
Abdullah, R., Muthusamy, H., Vijean, V., Abdullah, Z., Kassim, F.N.C.”Real and complex wavelet transformapproaches for malaysian speaker and accent recognition”, Pertanika Journal of Science and Technology, 27 (2), pp. 737-752,2019.
Saraswathy Jeyaraman, Hariharan Muthusamy, Wan Khairunizam, Sarojini Jeyaraman,Thiyagar Nadarajaw, Sazali Yaacob and Shafriza Nisha, “A review: survey on automatic infant cry analysis and classification", Health and Technology (Springer), pp. 1-14,2018.
Gehlot, Y., Sharma, B., Muthu, P., Muthusamy, H., and Latha, S. , “Biomedical prediction of radial size of powdered element using Artificial Neural Network", Biomedical and Pharmacology Journal , 11(3), pp. 1593-1602 ,2018.
A.Saidatul, Vikneswaran Vijean and M.Hariharan, "Development of Proposed Algorithm for Neurometric Index (NI) Based on EEG Signals", Journal of Telecommunication, Electronic and Computer Engineering, 10(1-16), pp. 71-74,2018.
Wei Jer Lim, Hariharan Muthusamy, Vikneswaran Vijean, Haniza Yazid, Thiyagar Nadarajaw, Sazali Yaacob,"Dual-Tree Complex Wavelet Packet Transform and Feature Selection Techniques for Infant Cry Classification", Journal of Telecommunication, Electronic and Computer Engineering, 10(1-16), pp. 75-79,2018.
CC Lim, CY Fook, V Vikneswaran, MAH Abdul Rahim and M Hariharan, "Body Mass Index (BMI) of Normal and Overweight/Obese Individuals Based on Speech Signals", Journal of Telecommunication, Electronic and Computer Engineering, 10(1-16), pp. 57-61,2018.
H Ali, V Sritharan, M Hariharan, M Elshaikh, W Khairunizam,"Facial Expression Recognition Based on Radon and Discrete Wavelet Transform using Support Vector Machines", Journal of Telecommunication, Electronic and Computer Engineering, 10(1-16), pp. 49-54,2018.
H Ali, M Hariharan, H Mansor, SN Adenan, M Elshaikh, K Wan,"Facial Emotion Recognition Based on Empirical Mode Decomposition and Discrete Wavelet Transform Analysis",Journal of Telecommunication, Electronic and Computer Engineering, 10(1-13), pp. 37-41,2018.
S. Vinupritha, M. Hariharan, D. Kathirvelu and S. Chinnadurai, “Estimation of Hemoglobin A1C using the Complete Blood Count Measures in the Diagnosis of Diabetes”, Asian Journal of Pharmaceutical and Clinical Research, 10(9), 214-218, 2017.
NSA Wahid, P Saad and M Hariharan, “Automatic Infant Cry Pattern Classification for a Multiclass Problem”, Journal of Telecommunication, Electronic and Computer Engineering (JTEC), 8(9), pp.45-52, 2016.
S.P. Manikandan, R. Manimegalai and M. Hariharan, “Gene Selection from Microarray Data Using Binary Grey Wolf Algorithm for Classifying Acute Leukemia”, Current Signal Transduction Therapy, 11(2), pp. 76 -83, 2016.
C. Y. Fook, M. Hariharan, Sazali Yaacob, A. H. Adom, “Subtrative Clustering based Feature Enhancement for Isolated Malay Speech Recognition”, ARPN Journal of Engineering and Applied Sciences,11(13), pp. 8517 - 8524, 2016.
Mohamed Sarillee, M. Hariharan, Anas M. N., Omar M. I., Aishah M. N., "Statistical investigation of muscle fatigue using multi-sensors",International Journal of Mechanical and Mechatronics Engineering, 16 (2), pp. 79-84, 2016.
Mohamed Sarillee, M. Hariharan, Anas M. N., Omar M. I., Aishah M. N. and Q. W.Oung, "Feature reduction using locally linear embedding for classification muscle fatigue", ARPN Journal of Engineering and Applied Sciences ,11 (7), pp. 4497-4503,2016.
Chawki Berkai , M. Hariharan , Sazali Yaacob and Mohd Iqbal Omar,”Prediction of body mass index(BMI) using Speech Signals with Wavelet Packet based Features”, ARPN Journal of Engineering and Applied Sciences,11(1), pp. 559 - 565, 2016.
N. M. Khair, M. Hariharan, S. Yaacob and S. N. Basah, “Noticing emotion from bodily movement”, ARPN Journal of Engineering and Applied Sciences,10(14), pp. 6092 - 6095, 2015.
Hasimah Ali, M. Hariharan, Sazali Yaacob, Abdul Hamid Adom, "Facial Emotion Recognition Based on Two-Dimensional Empirical Mode Decomposition and PCA Plus LDA", ARPN Journal of Engineering and Applied Sciences, 10(2), pp. 436 - 441, 2015.
N.H. Hamzah, S. Yaacob, M. Hariharan, N. Hamzah T. Vil Cherd and M.Z. Hasan,"Nonlinear observer via extended Kalman filter algorithm for Euler angles estimation without attitude sensor measurements",Jurnal Teknologi, 77(28),pp.43-47,2015.
M. Hariharan, Sazali Yaacob, M. N. Hasrul and Oung Qi Wei, "Speech Emotion Recognition using Stationary Wavelet Transform and Timbral Texture Features", ARPN Journal of Engineering and Applied Sciences, 9(8), pp. 1316 - 1322, 2014.
Hasimah Ali, M. Hariharan, Sazali Yaacob, Abdul Hamid Adom, "Hybrid Feature Extraction For Facial Emotion Recognition" International Journal of Intelligent Systems Technologies and Applications (Inderscience), 13(3), pp. 202 - 221, 2014.
R. Sindhu, Neoh. S.C and M. Hariharan,“A hybrid expert system for automatic detection of voice disorders”, International Journal of Medical Engineering and Informatics (Inderscience), 6(3), 218-237, 2014.
M. N. Mansor, S. Yaacob, M. Hariharan, S.N. Basah and M.N.Rejab, “Preventing sudden infant death syndrome (SIDS) based on motion estimation and neural network”, Advanced Science Letters, 19 (11), pp. 3231-3235, 2013.
M. N. Mansor, S. Yaacob, M. Hariharan, S.N.Basah and M.N.Rejab, “Infant hungry recognition based on k-NN and Autoregressive Model”, Advanced Science Letters, 19 (11), pp. 3289-3292, 2013.
Vikneswaran Vijean,M. Hariharan, Sazali Yaacob and Nazri B. Sulaiman, “Stockwell Transform and Clustering techniques for efficient detection of vision impairments from single trial VEPs”, International Journal of Medical Engineering and Informatics (Inderscience), 5(4), pp. 352-371, 2013.
M. Hariharan, Paulraj M P and Sazali Yaacob, “Detection of Vocal Fold Paralysis and Oedema using Time-Domain Features and Probabilistic Neural Network”, International Journal of Biomedical Engineering and Technology,6(1), pp.46-57, 2011.(Inderscience, USA).
Paulraj M P,Sazali Yaacob, S N Sivanandam and M. Hariharan, “Improved Back Propagation Neural Network for the Diagnosis of Pathological Voices”, International Association for Modeling and Simulation Technique in Enterprise(AMSE Journal), 51(3),pp.33-46, 2008.
Journals [NON-SCOPUS]
Nor Hazadura Hamzah, Sazali Yaacob, M. Hariharan and Norhizam Hamzah, “Error analysis of dynamics model for satellite attitude estimation in Near Equatorial Orbit”, International Journal of Scientific and Research Publications, 4(10), pp.1-7, 2014.
N. M. Khair, M. Hariharan, S. Yaacob and S. N. Basah,“Recognition of Emotions in Gait Patterns using Discrete Wavelet Transform”, International Journal of Biomedical and Clinical Engineering, 1(1), pp. 85-92, 2012.
Muhammad Naufal Mansor, Sazali Yaacob, M. Hariharan, Shafriza Nisha Basah, Shahrul Hi-fi Syam bin Ahmad Jamil, Mohd Lutfi Mohd Khidir, Muhammad Nazri Rejab, Ku Mohd Yusri Ku Ibrahim, Addzrull Hi-fi Syam bin Ahmad Jamil, Ahmad KadriJunoh and Jamludin Ahmad,“PCA- Based Feature Extraction and k-NN algorithm for Early Jaundice Detection”, Journal of Soft Computing and Software Engineering, 1(1), pp. 25- 29, 2011.[ISSN: 2251-7545, DOI:10.7321/jscse.v1.n1.4]
Muhammad Naufal Mansor, Sazali Yaacob, M. Hariharan, Shafriza Nisha Basah, Shahrul Hi-fi Syam bin Ahmad Jamil, Mohd Lutfi Mohd Khidir, Muhammad Nazri Rejab, Ku Mohd Yusri Ku Ibrahim, Addzrull Hi-fi Syam bin Ahmad Jamil, Ahmad KadriJunoh and Jamluddin Ahmad, “PCA- Based Feature Extraction and LDA algorithm for Preterm Birth Monitoring”, Journal of Soft Computing and Software Engineering, 1(1), pp. 30- 35, 2011.[ISSN: 2251-7545, DOI:10.7321/jscse.v1.n1.5]
Muhammad Naufal Mansor, Sazali Yaacob, R.Nagarajan and M.Hariharan,“Quantifying of Paraplegic Patient Facial Agitation based on Fuzzy k‐NN”, Journal of Computer Technology and Application (JCTA), 2(1), pp,24‐28, David Publication,2011.
Muhammad Naufal Mansor, Sazali Yaacob, R.Nagarajan and M.Hariharan,“Patients Tremble Analysis under different Different Camera Placement in Critical Care”, International Journal of Research and Reviews in Soft and Intelligence Computing (IJRRSIC), 1(1), Science Academy Publisher,March, 2011.
Muhammad Naufal Mansor, Sazali Yaacob, R. Nagarajan and M. Hariharan, “Coma Patients Expression Analysis under Different Lighting using k‐NN and LDA”, International Journal of Signal and Image Processing (IJSIP), 1(4), pp. 249-254,2010.
M. Satiyan, M. Hariharan and R. Nagarajan, "Recognition of Facial Expression using Haar Wavelet Transform", International Journal of Electrical and Electronic Systems Research (IEESR), University Technology Mara (UiTM), 3, pp.91‐99,2010.
Paulraj M P, Sazali Yaacob and M. Hariharan, “Diagnosis of Voice Disorders using Mel-Scaled WPT and Functional Link Neural Network”, International Journal of Biomedical Soft Computing and Human Sciences, Special Issue: Bio-sensors: Data Acquisition, Processing and Control, 14(2),pp.55-60,2009.