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JMLR
2010
99views more  JMLR 2010»
14 years 6 months ago
An Efficient Explanation of Individual Classifications using Game Theory
We present a general method for explaining individual predictions of classification models. The method is based on fundamental concepts from coalitional game theory and prediction...
Erik Strumbelj, Igor Kononenko
TACS
1994
Springer
15 years 4 months ago
A Semantic Theory for Concurrent ML
In this paper we present a semantic theory for Concurrent ML. It consists of a new effect-based type system and a denotational model. The new type system is based on an extension o...
Dominique Bolignano, Mourad Debbabi
SIGMOD
2008
ACM
143views Database» more  SIGMOD 2008»
16 years 19 hour ago
Middleware-based database replication: the gaps between theory and practice
The need for high availability and performance in data management systems has been fueling a long running interest in database replication from both academia and industry. However...
Emmanuel Cecchet, George Candea, Anastasia Ailamak...
BIRTHDAY
2006
Springer
15 years 3 months ago
A Stochastic Theory of Black-Box Software Testing
Abstract. We introduce a mathematical framework for black-box software testing of functional correctness, based on concepts from stochastic process theory. This framework supports ...
Karl Meinke
HICSS
2009
IEEE
159views Biometrics» more  HICSS 2009»
15 years 6 months ago
Collaborative Modeling - A Design Science Approach
We have used a design science approach to study the collaborative creation of conceptual models. We have designed a collaborative modeling architecture based on business needs and...
Peter Rittgen