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» Probabilistic Assumption-Based Reasoning
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AAAI
2007
15 years 2 months ago
Logical Generative Models for Probabilistic Reasoning about Existence, Roles and Identity
In probabilistic reasoning, the problems of existence and identity are important to many different queries; for example, the probability that something that fits some description...
David Poole
LMCS
2006
98views more  LMCS 2006»
14 years 11 months ago
Approximate reasoning for real-time probabilistic processes
We develop a pseudo-metric analogue of bisimulation for generalized semi-Markov processes. The kernel of this pseudo-metric corresponds to bisimulation; thus we have extended bisi...
Vineet Gupta, Radha Jagadeesan, Prakash Panangaden
AGI
2008
15 years 1 months ago
How Might Probabilistic Reasoning Emerge from the Brain?
: A series of hypotheses is proposed, connecting neural structures and dynamics with the formal structures and processes of probabilistic logic. First, a hypothetical connection is...
Ben Goertzel, Cassio Pennachin
VL
2009
IEEE
126views Visual Languages» more  VL 2009»
15 years 6 months ago
Visual explanations of probabilistic reasoning
Continuing our research in explanation-oriented language design, we present a domain-specific visual language for explaining probabilistic reasoning. Programs in this language, c...
Martin Erwig, Eric Walkingshaw
RSCTC
2000
Springer
111views Fuzzy Logic» more  RSCTC 2000»
15 years 3 months ago
Toward a Perception-Based Theory of Probabilistic Reasoning
The perception-based theory of probabilistic reasoning which is outlined in this paper is not in the traditional spirit. Its principal aim is to lay the groundwork for a radical e...
Lotfi A. Zadeh