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» Understanding Counterexamples with explain
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SNPD
2010
14 years 10 days ago
Explaining Classification by Finding Response-Related Subgroups in Data
Abstract--A method for explaining results of a regressionbased classifier is proposed. The data is clustered using a metric extracted from the classifier. This way, clusters found ...
Elina Parviainen, Aki Vehtari
AAAI
2006
14 years 9 days ago
Building Explainable Artificial Intelligence Systems
As artificial intelligence (AI) systems and behavior models in military simulations become increasingly complex, it has been difficult for users to understand the activities of co...
Mark G. Core, H. Chad Lane, Michael van Lent, Dave...
PVLDB
2010
97views more  PVLDB 2010»
13 years 9 months ago
Explaining Missing Answers to SPJUA Queries
This paper addresses the problem of explaining missing answers in queries that include selection, projection, join, union, aggregation and grouping (SPJUA). Explaining missing ans...
Melanie Herschel, Mauricio A. Hernández
DSL
2009
13 years 8 months ago
A DSL for Explaining Probabilistic Reasoning
We propose a new focus in language design where languages provide constructs that not only describe the computation of results, but also produce explanations of how and why those r...
Martin Erwig, Eric Walkingshaw
AMAST
2008
Springer
14 years 27 days ago
Explaining Verification Conditions
The Hoare approach to program verification relies on the construction and discharge of verification conditions (VCs) but offers no support to trace, analyze, and understand the VCs...
Ewen Denney, Bernd Fischer 0002