My Research List





Research Interests
  • Data mining: databases + machine learning (neural networks, Baysian approaches, decision tree, SVM) + stochastic modeling + clustering + time-series pattern recognition + hidden markov model + evolutionary computation (genetic programming, genetic algorithm, and other artificial intelligence and statistical approaches)
  • Computational finance: application of data mining to solve finance and economics problems
  • Artificial Intelligence
  • High performance databases to support scientific computation
  • Software engineering: software design and architecture for large scale of software development, software management
Current Projects
  • Fuel characterization and property prediction modeling using ANN and Multivariate Analysis
  • Video Surveillance Management System with Digital Guards
  • Automatic song composition
  • Human voice modeling
  • Automatic detection of correlation, anomaly, and dynamics in time-series data, probabilistic risk modeling
  • Computing quantified measures for news articles using text-mining
  • Goal-oriented basket optimization (using linear/non-linear programming, genetic algorithm)
  • Time-series forecasting through self-learning and correction-based approaches (neural network, regression, SVM, Monte Carlo)
  • Parameterless clustering algorithms
Past Projects
  • Web-based Telecommunications Link and Orbital Analysis, Simulation and Operation; funded by NASA-JPL; 2007 ~ 2010.
  • Web-based Telecommunications Link Analysis and Operation Tool; funded by NASA-JPL; 2002 ~ 2007.
  • Genomic Data Warehouse and Automatic Sequence Pattern Discovery and Management; an active member of BIG at CSUF; 2001 ~ 2006. 
  • Performance Model and Adaptive Control Components for Brushless DC Motor based on Computer Simulation and Intelligent Learning Approaches; funded by UMC; 2001
  • A Web-based Information Management System for FMC; funded by FMC; 2001~2003.
  • Data Model and User Interface for ASSIST Scheduling Module Engine; funded by Lockheed Martin Missiles
  • Natural-Language Understanding Database Query Interface System; supported by CSU Program for Research, Scholarship, and Creative Activity; 2000.