| bibtype |
C -
Conference Paper (international conference)
|
| ARLID |
0311959 |
| utime |
20240103190359.9 |
| mtime |
20080923235959.9 |
| title
(primary) (eng) |
A Geometric Approach to Learning BN Structures |
| specification |
|
| serial |
| title
|
Proceedings of the Fourth European Workshop on Probabilistic Graphical Models (PGM'08) |
| page_num |
281-288 |
| publisher |
| place |
Aalborg |
| name |
Aalborg University |
| year |
2008 |
|
| editor |
| name1 |
Jaeger |
| name2 |
Manfred |
|
| editor |
| name1 |
Nielsen |
| name2 |
Thomas D. |
|
|
| title
(cze) |
Geometrický přístup k učení BN struktur |
| keyword |
Bayesian network |
| keyword |
machine learning |
| author
(primary) |
| ARLID |
cav_un_auth*0101202 |
| name1 |
Studený |
| name2 |
Milan |
| institution |
UTIA-B |
| full_dept |
Department of Decision Making Theory |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0101228 |
| name1 |
Vomlel |
| name2 |
Jiří |
| institution |
UTIA-B |
| full_dept |
Department of Decision Making Theory |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| source |
|
| cas_special |
| project |
| project_id |
1M0572 |
| agency |
GA MŠk |
| ARLID |
cav_un_auth*0001814 |
|
| project |
| project_id |
2C06019 |
| agency |
GA MŠk |
| country |
CZ |
| ARLID |
cav_un_auth*0216518 |
|
| project |
| project_id |
GA201/08/0539 |
| agency |
GA ČR |
| ARLID |
cav_un_auth*0239648 |
|
| research |
CEZ:AV0Z10750506 |
| abstract
(eng) |
The main result of the paper is that the set of standard imsets is the set of vertices (= extreme points) of a certain polytope. Motivated by the geometric view, we introduce the concept of the geometric neighborhood for standard imsets, and, consequently, for BN structures. |
| abstract
(cze) |
Hlavním výsledkem toho článku je, že množina standardních imsetů je množinou vrcholů (= extrémních bodů) jistého polytopu. Motivováni geometrickým pohledem zavádíme pojem geometrického okolí pro standardní imsety a tím i pro struktury bayesovských sítí. |
| action |
| ARLID |
cav_un_auth*0242180 |
| name |
the Fourth European Workshop on Probabilistic Graphical Models (PGM'08) |
| place |
Hirtshals |
| dates |
17.09.2008-19.09.2008 |
| country |
DK |
|
| reportyear |
2009 |
| RIV |
BA |
| permalink |
http://hdl.handle.net/11104/0163157 |
| arlyear |
2008 |
| mrcbU63 |
Proceedings of the Fourth European Workshop on Probabilistic Graphical Models (PGM'08) 281 288 Aalborg Aalborg University 2008 |
| mrcbU67 |
Jaeger Manfred 340 |
| mrcbU67 |
Nielsen Thomas D. 340 |
|