Approximate Reasoning about Generalized Conditional Independence with Complete Random Variables
暂无分享,去创建一个
[1] G. Grätzer. General Lattice Theory , 1978 .
[2] Moninder Singh,et al. Learning Bayesian Networks from Incomplete Data , 1997, AAAI/IAAI.
[3] Sebastian Link,et al. Reasoning about Saturated Conditional Independence Under Uncertainty: Axioms, Algorithms, and Levesque's Situations to the Rescue , 2013, AAAI.
[4] Joseph Y. Halpern. Reasoning about uncertainty , 2003 .
[5] David Maxwell Chickering,et al. Efficient Approximations for the Marginal Likelihood of Bayesian Networks with Hidden Variables , 1997, Machine Learning.
[6] Gustavo E. A. P. A. Batista,et al. An analysis of four missing data treatment methods for supervised learning , 2003, Appl. Artif. Intell..
[7] Adnan Darwiche,et al. Modeling and Reasoning with Bayesian Networks , 2009 .
[8] Christian Herrmann. Corrigendum to "On the undecidability of implications between embedded multivalued database dependencies" [Inform. and Comput. 122(1995) 221-235] , 2006, Inf. Comput..
[9] Sven Hartmann,et al. The implication problem of data dependencies over SQL table definitions: Axiomatic, algorithmic and logical characterizations , 2012, TODS.
[10] Kamran Parsaye-Ghomi,et al. Inferences involving embedded multivalued dependencies and transitive dependencies , 1980, SIGMOD '80.
[11] Daniel Kahneman,et al. Probabilistic reasoning , 1993 .
[12] Dan Wu,et al. On the implication problem for probabilistic conditional independency , 2000, IEEE Trans. Syst. Man Cybern. Part A.
[13] Padhraic Smyth,et al. From Data Mining to Knowledge Discovery in Databases , 1996, AI Mag..
[14] Marc Gyssens,et al. Logical and algorithmic properties of stable conditional independence , 2010, Int. J. Approx. Reason..
[15] Sebastian Link,et al. Independence in Database Relations , 2013, WoLLIC.
[16] Dan Geiger,et al. Logical and algorithmic properties of independence and their application to Bayesian networks , 1990, Annals of Mathematics and Artificial Intelligence.
[17] Bo Thiesson,et al. Accelerated Quantification of Bayesian Networks with Incomplete Data , 1995, KDD.
[18] Christian Herrmann. On the Undecidability of Implications Between Embedded Multivalued Database Dependencies , 1995, Inf. Comput..
[19] S. Sullivant. Gaussian conditional independence relations have no finite complete characterization , 2007, 0704.2847.
[20] Jeff Z. Pan,et al. An Argument-Based Approach to Using Multiple Ontologies , 2009, SUM.
[21] Sven Hartmann,et al. Probabilistic Conditional Independence under Schema Certainty and Uncertainty , 2012, SUM.
[22] Claude Delobel,et al. Normalization and hierarchical dependencies in the relational data model , 1978, TODS.
[23] Paolo Atzeni,et al. Functional Dependencies and Constraints on Null Values in Database Relations , 1986, Inf. Control..
[24] D. Rubin,et al. Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper , 1977 .
[25] Erich Grädel,et al. Dependence and Independence , 2012, Stud Logica.
[26] Y. Edmund Lien,et al. On the Equivalence of Database Models , 1982, JACM.
[27] J. Pearl,et al. Logical and Algorithmic Properties of Conditional Independence and Graphical Models , 1993 .
[28] Sebastian Link. Propositional Reasoning about Saturated Conditional Probabilistic Independence , 2012, WoLLIC.
[29] Carlo Zaniolo,et al. Database relations with null values , 1982, J. Comput. Syst. Sci..
[30] Alan Bundy,et al. Towards Ontology Evolution in Physics , 2008, WoLLIC.
[31] A. Dawid. Conditional Independence in Statistical Theory , 1979 .
[32] Marc Gyssens,et al. On the conditional independence implication problem: A lattice-theoretic approach , 2008, Artif. Intell..
[33] Judea Pearl,et al. Probabilistic reasoning in intelligent systems - networks of plausible inference , 1991, Morgan Kaufmann series in representation and reasoning.
[34] Zvi Galil,et al. An Almost Linear-Time Algorithm for Computing a Dependency Basis in a Relational Database , 1982, JACM.
[35] Linda C. van der Gaag,et al. Stable Independence in Perfect Maps , 2005, UAI.
[36] S. Lauritzen. The EM algorithm for graphical association models with missing data , 1995 .
[37] Nir Friedman,et al. Learning Belief Networks in the Presence of Missing Values and Hidden Variables , 1997, ICML.
[38] Sven Hartmann,et al. Reasoning about functional and full hierarchical dependencies over partial relations , 2013, Inf. Sci..
[39] Sebastian Link,et al. Sound approximate reasoning about saturated conditional probabilistic independence under controlled uncertainty , 2013, J. Appl. Log..
[40] Richard S. Zemel,et al. Recommender Systems, Missing Data and Statistical Model Estimation , 2011, IJCAI.