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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:

 

Example signal interpolants.Signal processing:

  • artifact and outlier removal,
  • tuned filters for emphasis of structure,
  • de-noising.

 

world class practicioners

Image processing.

 

Adaptive control systemOptimisation:

  • parameter determination in complex systems,
  • constrained and unconstrained,
  • discrete and continuous,
  • stochastic and deterministic.

Bespoke data compression.

 

Low-dimensional approximation of a high-dimensional kernel matrix system.Functional system modelling for:

  • control,
  • approximation,
  • identification,
  • parameter estimation.


A "soft-state" hidden Markov model.Time series analysis:

  • linear dynamical systems,
  • Kalman filters,
  • Bayesian auto-regressive models,
  • hidden Markov models.


advanced signal processing in data analysis

Bayesian specialist statistical consultants

Knowledge Management:

  • text classification,
  • concept modelling,
  • information retrieval.