Mitchell Yuwono

Publication Activity (10 Years)

Years Active: 2011-2017
Publications (10 Years): 3

Top Topics

Fault Detection

Supervised Learning

Wavelet Features

Top Venues

IEEE Congress on Evolutionary Computation

Appl. Soft Comput.

IEEE Trans. Evol. Comput.

Publications

Henry Candra, Mitchell Yuwono, Rifai Chai, Hung T. Nguyen, Steven W. Su
EEG emotion recognition using reduced channel wavelet entropy and average wavelet coefficient features with normal Mutual Information method. EMBC (2017)
Henry Candra, Mitchell Yuwono, Rifai Chai, Hung T. Nguyen, Steven W. Su
Classification of facial-emotion expression in the application of psychotherapy using Viola-Jones and Edge-Histogram of Oriented Gradient. EMBC (2016)
Mitchell Yuwono, Yong Qin, Jing Zhou, Ying Guo, Branko G. Celler, Steven W. Su
Automatic bearing fault diagnosis using particle swarm clustering and Hidden Markov Model. Eng. Appl. Artif. Intell. 47 (2016)
Henry Candra, Mitchell Yuwono, Ardi Handojoseno, Rifai Chai, Steven W. Su, Hung T. Nguyen
Recognizing emotions from EEG subbands using wavelet analysis. EMBC (2015)
Henry Candra, Mitchell Yuwono, Rifai Chai, Ardi Handojoseno, Irraivan Elamvazuthi, Hung T. Nguyen, Steven W. Su
Investigation of window size in classification of EEG-emotion signal with wavelet entropy and support vector machine. EMBC (2015)
Mitchell Yuwono, Ying Guo, Josh Wall, Jiaming Li, Sam West, Glenn Platt, Steven W. Su
Unsupervised feature selection using swarm intelligence and consensus clustering for automatic fault detection and diagnosis in Heating Ventilation and Air Conditioning systems. Appl. Soft Comput. 34 (2015)
Mitchell Yuwono, Steven W. Su, Ying Guo, Bruce Moulton, Hung T. Nguyen
Unsupervised nonparametric method for gait analysis using a waist-worn inertial sensor. Appl. Soft Comput. 14 (2014)
Mitchell Yuwono, Steven W. Su, Bruce Moulton, Ying Guo, Hung T. Nguyen
An algorithm for scalable clustering: Ensemble Rapid Centroid Estimation. IEEE Congress on Evolutionary Computation (2014)
Mitchell Yuwono, Steven W. Su, Bruce Moulton, Hung T. Nguyen
Data Clustering Using Variants of Rapid Centroid Estimation. IEEE Trans. Evol. Comput. 18 (3) (2014)
Mitchell Yuwono, Steven W. Su, Bruce Moulton, Hung T. Nguyen
Unsupervised segmentation of heel-strike IMU data using rapid cluster estimation of wavelet features. EMBC (2013)
Mitchell Yuwono, Steven W. Su, Bruce Moulton, Hung T. Nguyen
Fast unsupervised learning method for rapid estimation of cluster centroids. IEEE Congress on Evolutionary Computation (2012)
Mitchell Yuwono, Steven W. Su, Bruce D. Moulton, Hung T. Nguyen
Gait cycle spectrogram analysis using a torso-attached inertial sensor. EMBC (2012)
Mitchell Yuwono, Steven W. Su, Bruce D. Moulton, Hung T. Nguyen
Gait episode identification based on wavelet feature clustering of spectrogram images. EMBC (2012)
Mitchell Yuwono, Jonathan Sepulveda, A. M. Ardi Handojoseno
Centroid extraction from Hartmann-Shack images using swarm clustering approach. EMBC (2012)
Mitchell Yuwono, Steven W. Su, Bruce Moulton, Hung T. Nguyen
Optimization strategies for rapid centroid estimation. EMBC (2012)
Mitchell Yuwono, Steven W. Su, Bruce Moulton, Hung T. Nguyen
Method for increasing the computation speed of an unsupervised learning approach for data clustering. IEEE Congress on Evolutionary Computation (2012)
Mitchell Yuwono, A. M. Ardi Handojoseno, Hung T. Nguyen
Optimization of head movement recognition using Augmented Radial Basis Function Neural Network. EMBC (2011)
Mitchell Yuwono
Unwrapping Hartmann-Shack images of off-axis aberration using artificial centroid injection method. BMEI (2011)