| We have a broad range of experience
in delivering high-value solutions in data-intensive applications. Below
are the application and industry areas that we have worked in.
Each section contains a brief description of the application and
our contribution to solving it.
- Technical Expertise
is an overview of all of our capabilities. There are two particular
more recent applications that my be of interest to individuals working
with neural networks:
- Business Intelligence and Data Mining
across a range of industries and applications. Our particular specialty
is the development of custom tailored solutions that extract the maximum
predictive power from the data.
- Financial - Selected
highly predictive sets of indicators for trading system. Developed automated
stock portfolio management system. Investigated Genetic Algorithms for
optimizing MACD trading rules.
- Behavioral Sciences - Improved
work processes for developing neural network models of behavior. Improved
consistency of prediction for small data sets.
- Marketing - Improved
response rates on direct mail campaigns by using techniques inspired
by Neural Networks to improve statistical modeling approaches. Dynamic
audience profiling for real-time applications.
- Chemical & Manufacturing
- Developed hybrid modeling approach to modeling chemical processes.
Applied Genetic Algorithms to state-space identification for inferential
sensors based on laboratory data. Developed data selection techniques
for improving process model accuracy. Process fault diagnosis using
fuzzy process data encoding.
- Semiconductor - Worked
with staff at a major semiconductor manufacturer to develop an approach
to modeling maintenance impact on plasma etch performance.
- Robotics and Image Processing
- Developed a teach-pendant based programming language for
the Merlin robot. Developed the proto-type for a real-time vision-based
adaptive welding system. Implemented prototypes for part location, tracking,
and inspection.
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