| Intelligent Data Processing |
As well as the topics covered on the other subject pages, we have an excellent knowledge of a range of other data analysis and processing methodologies. Here are some examples:
Signal processing:
- artefact and outlier removal,
- tuned filters for emphasis of structure,
- de-noising.
Image processing.
Optimisation:
- parameter determination in complex systems,
- constrained and unconstrained,
- discrete and continuous,
- stochastic and deterministic.
Bespoke data compression.
Functional system modelling for:
- control,
- approximation,
- identification,
- parameter estimation.
Time series analysis:
- linear dynamical systems,
- Kalman filters,
- Bayesian auto-regressive models,
- hidden Markov models.
Knowledge Management:
- text classification,
- concept modelling,
- information retrieval.
