Don't forget about Diez's paper that proposes an extremely useful in
practice extension of Noisy-OR to Noisy-MAX gates:

F. J. D�ez.  Parameter adjustment in BN's. The generalized noisy OR-gate,
Proc. 9th Conference on Uncertainty in AI, Washington, DC, July 1993, pp.
99-105.  Available in electronic format from:
http://www.ia.uned.es/~fjdiez/papers/adjus-or.html.
Cheers,

Marek
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Marek J. Druzdzel                            http://www.pitt.edu/~druzdzel


--On Friday, February 07, 2003, 11:57 AM -0800 Charles Sutton
<[EMAIL PROTECTED]> wrote:

> There's a generalization of noisy-or to non-binary variables
> and arbitrary deterministic functions (i.e. noisy-f instead of 
> noisy-or):
>
>    Srinivas, Sampath."A generalization of the noisy-or model". UAI-93.
>     San Franciso: Morgan Kaufmann.

> On Tuesday, February 4, 2003, at 05:56 PM, Sean Li wrote:
>
>> Dear all,
>>
>> Could anybody give me some pointers to the work of the Noise or
>> assumption
>> applied to non-binary nodes in estimating conditional probabilities?
>> Thank you very much.



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