| bibtype |
C -
Conference Paper (international conference)
|
| ARLID |
0410888 |
| utime |
20240103182246.5 |
| mtime |
20060210235959.9 |
| ISBN |
0-7695-1699-8 |
| title
(primary) (eng) |
Boosting in probabilistic neural networks |
| part_num |
2 |
| publisher |
| place |
Los Alamitos |
| name |
IEEE Computer Society |
| pub_time |
2002 |
|
| specification |
|
| serial |
| title
|
Proceedings of the 16th International Conference on Pattern Recognition |
| page_num |
136-139 |
| editor |
|
| editor |
| name1 |
Laurendeau |
| name2 |
D. |
|
| editor |
|
|
| keyword |
neural networks |
| keyword |
finite mixtures |
| keyword |
boosting |
| author
(primary) |
| ARLID |
cav_un_auth*0101091 |
| name1 |
Grim |
| name2 |
Jiří |
| institution |
UTIA-B |
| full_dept |
Department of Pattern Recognition |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0101182 |
| name1 |
Pudil |
| name2 |
Pavel |
| institution |
UTIA-B |
| full_dept |
Department of Pattern Recognition |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0101197 |
| name1 |
Somol |
| name2 |
Petr |
| institution |
UTIA-B |
| full_dept |
Department of Pattern Recognition |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| source |
|
| COSATI |
09K |
| cas_special |
| project |
| project_id |
GA402/01/0981 |
| agency |
GA ČR |
| ARLID |
cav_un_auth*0008962 |
|
| project |
| project_id |
KSK1019101 |
| agency |
GA AV ČR |
| ARLID |
cav_un_auth*0000219 |
|
| research |
CEZ:AV0Z1075907 |
| abstract
(eng) |
It has been verified in practical experiments that the classification performance can be improved by increasing the weights of misclassified training samples. We prove that in case of maximum-likelihood estimation the weighting of discrete data vectors is asymptotically equivalent to multiplication of the estimated distributions by a positive function. Consequently, the Bayesian decision-making can be made asymptotically invariant with respect to arbitrary weighting of data under certain conditions. |
| action |
| ARLID |
cav_un_auth*0212920 |
| name |
International Conference on Pattern Recognition /16./ |
| place |
Québec City |
| country |
CA |
| dates |
11.08.2002-15.08.2002 |
|
| RIV |
BB |
| department |
RO |
| permalink |
http://hdl.handle.net/11104/0130975 |
| ID_orig |
UTIA-B 20020102 |
| arlyear |
2002 |
| mrcbU10 |
2002 |
| mrcbU10 |
Los Alamitos IEEE Computer Society |
| mrcbU12 |
0-7695-1699-8 |
| mrcbU63 |
Proceedings of the 16th International Conference on Pattern Recognition 136 139 |
| mrcbU67 |
Kasturi R. 340 |
| mrcbU67 |
Laurendeau D. 340 |
| mrcbU67 |
Suen C. 340 |
|