Research Interest
|
No. |
Topic |
Scope of Work |
|
1 |
Speech Recognition |
Speech to text for communicating disabilities; speech recognition for device or game controller |
|
2 |
Biometric Identification |
Biometric identification system based on human palm print, palm vein, wrist vein, face, and iris |
|
3 |
Optical Character Recognition |
Performance enhancement, OCR application for education on mobile device |
|
4 |
Neural Network |
Complex-Valued Neural Network analysis and implementation |
|
5 |
Brain Computer Interface |
Brain signal classification for device controller |
|
6 |
Time Series Prediction |
Stock price prediction, gold price forecasting, and more time series cases |
|
7 |
Intelligent Controller System |
Smart traffic light controller using fuzzy systems |
|
8 |
Optimization Algorithm |
Evolutionary algorithms and swarm intelligence for scheduling and vehicle routing problem |
Research Experience
|
No. |
Year |
Research Title |
|
1 |
2014 |
Computer Assisted Learning for Disabilities Children |
|
2 |
2013 |
Course Scheduling Optimization Using Genetic Algorithm |
|
3 |
2012 – 2013 |
Self-Health Assessment System: “Early Detection for Heart Health” |
|
4 |
2011 – 2012 |
Optical Character Recognition Using Modified Direction Feature and Nested Multi-Layer Perceptron Network |
|
5 |
2011 – 2012 |
Biometric Identification System Based On Palm Print Using Modified Direction Feature and Multi-Layer Perceptron |
|
6 |
2009 – 2010 |
Analysis and Implementation of Fuzzy System and Evolutionary Programming in Smart Traffic Light Controller |
Professional Membership
|
No. |
Association |
|
1 |
Member of Indonesian Computer, Electronics and Instrumentation Support Society (IndoCEISS) |