Investigation of window size in classification of EEG-emotion signal with wavelet entropy and support vector machine H Candra, M Yuwono, R Chai, A Handojoseno, I Elamvazuthi, HT Nguyen, ... 2015 37th Annual international conference of the IEEE Engineering in …, 2015 | 181 | 2015 |
Unsupervised machine-learning method for improving the performance of ambulatory fall-detection systems M Yuwono, BD Moulton, SW Su, BG Celler, HT Nguyen Biomedical engineering online 11, 1-11, 2012 | 114 | 2012 |
Automatic bearing fault diagnosis using particle swarm clustering and Hidden Markov Model M Yuwono, Y Qin, J Zhou, Y Guo, BG Celler, SW Su Engineering Applications of Artificial Intelligence 47, 88-100, 2016 | 99 | 2016 |
Unsupervised feature selection using swarm intelligence and consensus clustering for automatic fault detection and diagnosis in heating ventilation and air conditioning systems M Yuwono, Y Guo, J Wall, J Li, S West, G Platt, SW Su Applied Soft Computing 34, 402-425, 2015 | 65 | 2015 |
Recognizing emotions from EEG subbands using wavelet analysis H Candra, M Yuwono, A Handojoseno, R Chai, S Su, HT Nguyen 2015 37th annual international conference of the IEEE engineering in …, 2015 | 55 | 2015 |
Data clustering using variants of rapid centroid estimation M Yuwono, SW Su, BD Moulton, HT Nguyen IEEE Transactions on Evolutionary Computation 18 (3), 366-377, 2013 | 52 | 2013 |
Unsupervised nonparametric method for gait analysis using a waist-worn inertial sensor M Yuwono, SW Su, Y Guo, BD Moulton, HT Nguyen Applied Soft Computing 14, 72-80, 2014 | 50 | 2014 |
EEG emotion recognition using reduced channel wavelet entropy and average wavelet coefficient features with normal mutual information method H Candra, M Yuwono, R Chai, HT Nguyen, S Su 2017 39th Annual International Conference of the IEEE Engineering in …, 2017 | 43 | 2017 |
A data-driven meat freshness monitoring and evaluation method using rapid centroid estimation and hidden Markov models T Liu, W Zhang, M Yuwono, M Zhang, M Ueland, SL Forbes, SW Su Sensors and Actuators B: Chemical 311, 127868, 2020 | 33 | 2020 |
Fault detection of rolling bearing based on FFT and classification J Zhou, Y Qin, L Kou, M Yuwono, S Su Journal of Advanced Mechanical Design, Systems, and Manufacturing 9 (5 …, 2015 | 29 | 2015 |
Classification of facial-emotion expression in the application of psychotherapy using Viola-Jones and Edge-Histogram of Oriented Gradient H Candra, M Yuwono, R Chai, HT Nguyen, S Su 2016 38th Annual International Conference of the IEEE Engineering in …, 2016 | 25 | 2016 |
Fall detection using a Gaussian distribution of clustered knowledge, augmented radial basis neural-network, and multilayer perceptron M Yuwono, SW Su, B Moulton 7th International Conference on Broadband Communications and Biomedical …, 2011 | 21 | 2011 |
Fast unsupervised learning method for rapid estimation of cluster centroids M Yuwono, SW Su, B Moulton, H Nguyen 2012 IEEE Congress on Evolutionary Computation, 1-8, 2012 | 18 | 2012 |
Gait cycle spectrogram analysis using a torso-attached inertial sensor M Yuwono, SW Su, BD Moulton, HT Nguyen 2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012 | 16 | 2012 |
Optimization strategies for rapid centroid estimation M Yuwono, SW Su, BD Moulton, HT Nguyen 2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012 | 16 | 2012 |
An algorithm for scalable clustering: Ensemble rapid centroid estimation M Yuwono, SW Su, BD Moulton, Y Guo, HT Nguyen 2014 IEEE congress on evolutionary computation (CEC), 1250-1257, 2014 | 15 | 2014 |
Method for increasing the computation speed of an unsupervised learning approach for data clustering M Yuwono, SW Su, B Moulton, H Nguyen 2012 IEEE Congress on Evolutionary Computation, 1-8, 2012 | 15 | 2012 |
Unsupervised segmentation of heel-strike IMU data using rapid cluster estimation of wavelet features M Yuwono, SW Su, BD Moulton, HT Nguyen 2013 35th Annual International Conference of the IEEE Engineering in …, 2013 | 11 | 2013 |
Optimization of head movement recognition using augmented radial basis function neural network M Yuwono, AMA Handojoseno, HT Nguyen 2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011 | 11 | 2011 |
Automatic feature selection using multiobjective cluster optimization for fault detection in a heating ventilation and air conditioning system M Yuwono, SW Su, Y Guo, J Li, S West, J Wall 2013 1st International Conference on Artificial Intelligence, Modelling and …, 2013 | 6 | 2013 |