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  1. A logical notion of conditional independence: properties and applications.Adnan Darwiche - 1997 - Artificial Intelligence 97 (1-2):45-82.
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  • Dependence and Independence.Erich Grädel & Jouko Väänänen - 2013 - Studia Logica 101 (2):399-410.
    We introduce an atomic formula ${\vec{y} \bot_{\vec{x}}\vec{z}}$ intuitively saying that the variables ${\vec{y}}$ are independent from the variables ${\vec{z}}$ if the variables ${\vec{x}}$ are kept constant. We contrast this with dependence logic ${\mathcal{D}}$ based on the atomic formula = ${(\vec{x}, \vec{y})}$ , actually equivalent to ${\vec{y} \bot_{\vec{x}}\vec{y}}$ , saying that the variables ${\vec{y}}$ are totally determined by the variables ${\vec{x}}$ . We show that ${\vec{y} \bot_{\vec{x}}\vec{z}}$ gives rise to a natural logic capable of formalizing basic intuitions about independence and dependence. (...)
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  • Independence in Information Spaces.Pavel Naumov - 2012 - Studia Logica 100 (5):953-973.
    Three different types of interdependence between pieces of information, or "secrets", are discussed and compared. Two of them, functional dependence and non-deducibility, have been studied and axiomatized before. This article introduces a third type of interdependence and provides a complete and decidable axiomatization of this new relation.
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  • Tractable reasoning via approximation.Marco Schaerf & Marco Cadoli - 1995 - Artificial Intelligence 74 (2):249-310.
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  • An Independence Relation for Sets of Secrets.Sara Miner More & Pavel Naumov - 2010 - Studia Logica 94 (1):73-85.
    A relation between two secrets, known in the literature as nondeducibility , was originally introduced by Sutherland. We extend it to a relation between sets of secrets that we call independence . This paper proposes a formal logical system for the independence relation, proves the completeness of the system with respect to a semantics of secrets, and shows that all axioms of the system are logically independent.
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  • On the conditional independence implication problem: A lattice-theoretic approach.Mathias Niepert, Marc Gyssens, Bassem Sayrafi & Dirk Van Gucht - 2013 - Artificial Intelligence 202:29-51.
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  • Independent natural extension.Gert de Cooman, Enrique Miranda & Marco Zaffalon - 2011 - Artificial Intelligence 175 (12-13):1911-1950.
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  • Conditional independence in propositional logic.Jérôme Lang, Paolo Liberatore & Pierre Marquis - 2002 - Artificial Intelligence 141 (1-2):79-121.
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