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- Milan Studený
- ECSQARU
- 1993

In this paper formal properties of CI in diierent frameworks are studied. The rst part is devoted to the comparison of three diierent frameworks for study CI: probability theory, theory of relational… (More)

- Alberto Roverato, Milan Studený
- Journal of Machine Learning Research
- 2006

This paper deals with chain graph models under alternative A MP interpretation. A new representative of an AMP Markov equivalence class, called the largest deflagged graph , is proposed. The… (More)

- Milan Studený
- Annals of Mathematics and Artificial Intelligence
- 1997

The concept of conditional independence (CI) has an important role in probabilistic reasoning, that is a branch of artificial intelligence where knowledge is modeled by means of a multidimensional… (More)

- Martin Volf, Milan Studený
- Int. J. Approx. Reasoning
- 1999

The paper presents a graphical characterization of the largest chain graphs which serve as unique representatives of classes of Markov equivalent chain graphs. The characterization is a basis for an… (More)

- Milan Studený
- Int. J. Approx. Reasoning
- 1997

The class of chain graphs (CGs) involving both undirected graphs (=Markov networks) and directed acyclic graphs (= Bayesian networks) was introduced in middle eighties for description of… (More)

- Milan Studený
- UAI
- 1998

The paper gives a few arguments in favour of use of chain graphs for description of proba bilistic conditional independence structures. Every Bayesian network model can be equiva lently introduced… (More)

- J. R. Warner, Gopa Mitra, W. F. Schwindinger, Milan Studený, Howard M. Fried
- Molecular and cellular biology
- 1985

The rate of accumulation of each ribosomal protein is carefully regulated by the yeast cell to provide the equimolar ratio necessary for the assembly of the ribosome. The mechanisms responsible for… (More)

- Raymond Hemmecke, Silvia Lindner, Milan Studený
- Int. J. Approx. Reasoning
- 2012

Article history: Available online 6 May 2012

- Remco R. Bouckaert, Milan Studený
- ECSQARU
- 1995

A chain graph (CG) is a graph admitting both directed and undirected edges with forbidden directed cycles. It generalizes both the concept of undirected graph (UG) and the concept of directed acyclic… (More)

- Tomas Kocka, Remco R. Bouckaert, Milan Studený
- UAI
- 2001

The inclusion problem deals with how to characterize (in graphical terms) whether all independence statements in the model in duced by a DAG K are in the model induced by a second DAG L. Meek (1997)… (More)