Machine Learning Scientist
"Research is creating new Knowledge." Neil Armstrong
INVITED TALKS
-
Deep semi-supervised models and applications. Seminar at Cognitive Systems Lab, University of Tuebingen, Nov.2016, Tuebingen, Germany.
-
Incorporation of prior knowledge into Kernel based models. Invited talk at Institute of Control and Complex Systems (AKS), Jun.2016, Duisburg, Germany.
-
Teaching machine to learn the solution of dynamical system. UW Center for Pattern Analysis and Machine Intelligence Graduate Seminar Series, Mar.2016, Waterloo, Canada.
-
Online semi-supervised clustering regularized by Kalman filtering. 34th Benelux Meeting on Systems and Control, Mar.2015, Lommel, Belgium.
-
Online video segmentation using semi-supervised learning. European Research Network on System Identification (ERNSI’2014), Sep.2014, Oostende, Belgium.
-
Semi-supervised learning using the KSC core model. A-DATADRIVE-B Progress Meeting, Mar.2014, KU Leuven, Belgium.
-
LS-SVM approximate solutions to PDEs. 33rd Benelux Meeting on Systems and Control, Mar.2014, Heijen/Nijmegen, Netherlands.
-
LS-SVM based solution for PDEs. IAP DYSCO Study Day: Dynamical Systems, Control and Optimization, Nov.2013, Brussels, Belgium.
-
Non-parallel semi-supervised classification. International Workshop on Advances in Regularization, Optimization, Kernel Methods and Support Vector Machines: Theory and Applications (ROKS), Jul.2013, KU Leuven, Belgium.
-
Parameter estimation of delay differential equations. IAP DYSCO Study Day: Dynamical Systems, Control and Optimization, May.2013, UMons, Mons, Belgium.
-
LS-SVM approximate solution to DAE systems. IAP DYSCO Study Day: Dynamical Systems, Control and Optimization, Oct.2012, Louvain-la-Neuve, Belgium.
-
An Oral Presentation. Seminars on Optimization in Engineering (WG2), Sep.2012 ,KU Leuven, Belgium.
-
A Poster Presentation. OPTEC Workshop on Moving Horizon Estimation and System Identification, Aug.2012, KU Leuven, Belgium.
-
LS-SVM approach for solving linear descriptor systems. 31st Benelux Meeting on Systems and Control, Mar.2012, Heijen/Nijmegen, Netherlands.
-
Parallel Block solver for solving large scale IVPs. Research Seminar at University Putra Malaysia, Apr.2010, Selangor, Malaysia.
-
A variable Block method for solving ODEs. Research Seminar at University Putra Malaysia, May.2009, Selangor, Malaysia.
-
Approximate solution of SLP’s eigenvalues by using Quintic spline function. Research Seminar at University Putra Malaysia, Jul.2008, Selangor, Malaysia.
-
Chebyshev polynomial for the solution of linear-differential equations. Research Seminar at University Putra Malaysia, Jul.2008, Selangor, Malaysia.
REVIEWER
IEEE Transactions on Neural Networks and Learning System
(TNNLS)
Journal of the Franklin Institute
Journal of Neural Networks
Journal of Neurocomputing
Neural Processing Letters
Journal of Computational Applied Mathematics
International Joint Conference on Neural Networks (IJCNN)
TEACHING
Support Vector Machines: Methods and Applications
Calculus
Advanced Calculus
C Programming
General Mathematics I/II
Numerical Computation
Algebra