| bibtype |
J -
Journal Article
|
| ARLID |
0475315 |
| utime |
20240103214149.7 |
| mtime |
20170616235959.9 |
| SCOPUS |
84994314193 |
| WOS |
000403450600012 |
| DOI |
10.1007/s10107-016-1087-2 |
| title
(primary) (eng) |
Polyhedral aspects of score equivalence in Bayesian network structure learning |
| specification |
| page_count |
40 s. |
| media_type |
P |
|
| serial |
| ARLID |
cav_un_epca*0257227 |
| ISSN |
0025-5610 |
| title
|
Mathematical Programming |
| volume_id |
164 |
| page_num |
285-324 |
| publisher |
|
|
| keyword |
family-variable polytope |
| keyword |
characteristic-imset polytope |
| keyword |
score equivalent face/facet |
| keyword |
supermodular set function |
| author
(primary) |
| ARLID |
cav_un_auth*0332730 |
| name1 |
Cussens |
| name2 |
J. |
| country |
GB |
|
| author
|
| ARLID |
cav_un_auth*0274176 |
| name1 |
Haws |
| name2 |
D. |
| country |
US |
|
| author
|
| ARLID |
cav_un_auth*0101202 |
| full_dept (cz) |
Matematická teorie rozhodování |
| full_dept |
Department of Decision Making Theory |
| department (cz) |
MTR |
| department |
MTR |
| full_dept |
Department of Decision Making Theory |
| name1 |
Studený |
| name2 |
Milan |
| institution |
UTIA-B |
| garant |
K |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| source |
|
| cas_special |
| project |
| ARLID |
cav_un_auth*0292670 |
| project_id |
GA13-20012S |
| agency |
GA ČR |
|
| project |
| ARLID |
cav_un_auth*0332303 |
| project_id |
GA16-12010S |
| agency |
GA ČR |
| country |
CZ |
|
| abstract
(eng) |
This paper deals with faces and facets of the family-variable polytope and the characteristic-imset polytope, which are special polytopes used in integer linear programming approaches to statistically learn Bayesian network structure. A common form of linear objectives to be maximized in this area leads to the concept of score equivalence (SE), both for linear objectives and for faces of the family-variable polytope. |
| RIV |
BA |
| FORD0 |
10000 |
| FORD1 |
10100 |
| FORD2 |
10102 |
| reportyear |
2018 |
| num_of_auth |
3 |
| mrcbC52 |
4 A hod 4ah 20231122142502.2 |
| inst_support |
RVO:67985556 |
| permalink |
http://hdl.handle.net/11104/0272344 |
| mrcbC64 |
1 Department of Decision Making Theory UTIA-B 10102 MATHEMATICS, APPLIED |
| confidential |
S |
| mrcbC86 |
2 Article Computer Science Software Engineering|Operations Research Management Science|Mathematics Applied |
| mrcbC86 |
2 Article Computer Science Software Engineering|Operations Research Management Science|Mathematics Applied |
| mrcbC86 |
2 Article Computer Science Software Engineering|Operations Research Management Science|Mathematics Applied |
| mrcbT16-e |
COMPUTERSCIENCESOFTWAREENGINEERING|MATHEMATICSAPPLIED|OPERATIONSRESEARCHMANAGEMENTSCIENCE |
| mrcbT16-j |
2.494 |
| mrcbT16-s |
2.490 |
| mrcbT16-B |
98.089 |
| mrcbT16-D |
Q1* |
| mrcbT16-E |
Q1* |
| arlyear |
2017 |
| mrcbTft |
\nSoubory v repozitáři: studeny-0475315.pdf |
| mrcbU14 |
84994314193 SCOPUS |
| mrcbU24 |
PUBMED |
| mrcbU34 |
000403450600012 WOS |
| mrcbU63 |
cav_un_epca*0257227 Mathematical Programming 0025-5610 1436-4646 Roč. 164 1-2 2017 285 324 Springer |
|