All reports by Author Sanjay Jain:

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TR04-058
| 28th May 2004
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John Case, Sanjay Jain, Eric Martin, Arun Sharma, Frank Stephan#### Identifying Clusters from Positive Data

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TR04-038
| 27th April 2004
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John Case, Sanjay Jain, RĂ¼diger Reischuk, Frank Stephan, Thomas Zeugmann#### A Polynomial Time Learner for a Subclass of Regular Patterns

John Case, Sanjay Jain, Eric Martin, Arun Sharma, Frank Stephan

The present work studies clustering from an abstract point of view

and investigates its properties in the framework of inductive inference.

Any class $S$ considered is given by a numbering

$A_0,A_1,...$ of nonempty subsets of the natural numbers

or the rational k-dimensional vector space as a hypothesis space.

A clustering ...
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John Case, Sanjay Jain, RĂ¼diger Reischuk, Frank Stephan, Thomas Zeugmann

Presented is an algorithm (for learning a subclass of erasing regular

pattern languages) which

can be made to run with arbitrarily high probability of

success on extended regular languages generated by patterns

$\pi$ of the form $x_0 \alpha_1 x_1 ... \alpha_m x_m$

for unknown $m$ but known $c$,

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