Research …
Pattern Recognition

Pattern recognition is a field within the area of computer science and engineering. It can be described as "searching for structures in the data". Methodologies used include machine learning, soft computing and many other techniques from artificial intelligence field.

Special Fields

Data Analysis and Classification
Hard and Soft Clustering
Data Mining

Methodologies

Decision Trees
Bayesian Inference
Fuzzy Inference
Neural Nets

Applications

Clinical Data Mining
Fault Detection
Image Data Classification

» See the list of other research activities

Butterfly Data

The butterfly data is a classical example to demostrate the shortcoing of hard clustering techniques

Clustering: Butterfly Data

Where some data can be assigned to the green or red classes C1 nd C2, the blue datum has an ambigious status with respect to class membership. Soft clustering techniques can provide more meaningful classification in such cases.

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Research … Pattern Recognition

Special Fields

Methodologies

Applications

Butterfly Data

Research …
Pattern Recognition