| bibtype |
J -
Journal Article
|
| ARLID |
0410828 |
| utime |
20240103182242.1 |
| mtime |
20060210235959.9 |
| title
(primary) (eng) |
Multiple classifier fusion in probabilistic neural networks |
| specification |
|
| serial |
| ARLID |
cav_un_epca*0254665 |
| ISSN |
1433-7541 |
| title
|
Pattern Analysis and Applications |
| volume_id |
5 |
| volume |
7 (2002) |
| page_num |
221-233 |
|
| keyword |
EM algorithm |
| keyword |
information preserving transform |
| keyword |
multiple classifier fusion |
| 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*0021087 |
| name1 |
Kittler |
| name2 |
J. |
| country |
GB |
|
| 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. |
|
| COSATI |
12B |
| COSATI |
09K |
| cas_special |
| project |
| project_id |
GA402/01/0981 |
| agency |
GA ČR |
| ARLID |
cav_un_auth*0008962 |
|
| research |
CEZ:AV0Z1075907 |
| abstract
(eng) |
The main motivation of the present paper is to design a statistically well justified and biologically compatible neural network model and to suggest a theoretical interpretation of the high parallelism of biological neural networks. We consider a probabilistic approach to neural networks in the framework of statistical pattern recognition. The complete method based on EM algorithm has been applied to recognize unconstrained handwritten numerals from the database of the Concordia University Montreal. |
| RIV |
BB |
| department |
RO |
| permalink |
http://hdl.handle.net/11104/0130915 |
| ID_orig |
UTIA-B 20020042 |
| arlyear |
2002 |
| mrcbU63 |
cav_un_epca*0254665 Pattern Analysis and Applications 1433-7541 1433-755X Roč. 5 č. 7 2002 221 233 |
|