| bibtype |
C -
Conference Paper (international conference)
|
| ARLID |
0410599 |
| utime |
20240103182225.5 |
| mtime |
20060210235959.9 |
| ISBN |
3-540-42284-6 |
| title
(primary) (eng) |
Information analysis of multiple classifier fusion |
| publisher |
| place |
Berlin |
| name |
Springer |
| pub_time |
2001 |
|
| specification |
|
| edition |
| name |
Lecture Notes in Computer Science. |
| volume_id |
2096 |
|
| serial |
| title
|
Multiple Classifier Systems |
| page_num |
168-177 |
| editor |
|
| editor |
|
|
| keyword |
pattern recognition |
| keyword |
finite mixtures |
| keyword |
multiple solutions |
| 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 |
| 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 |
AV0Z1075907 |
| abstract
(eng) |
We consider a general scheme of parallel classifier combinations in the framework of statistical pattern recognition. Each statistical classifier defines a set of output variables in terms of a posteriori probabilities, i.e. it is used as a feature extractor. The output vectors of classifiers are combined in parallel. The statistical Shannon information is used as a criterion to compare different combining schemes. By means of relatively simple arguments we derive a hierarchy between different methods. |
| action |
| ARLID |
cav_un_auth*0212782 |
| name |
Multiple Classifier Systems. MCS 2001 |
| place |
Cambridge |
| country |
GB |
| dates |
02.07.2001-04.07.2001 |
|
| RIV |
BB |
| department |
RO |
| permalink |
http://hdl.handle.net/11104/0130688 |
| ID_orig |
UTIA-B 20010068 |
| arlyear |
2001 |
| mrcbU10 |
2001 |
| mrcbU10 |
Berlin Springer |
| mrcbU12 |
3-540-42284-6 |
| mrcbU63 |
Multiple Classifier Systems 168 177 |
| mrcbU67 |
Kittler J. 340 |
| mrcbU67 |
Roli F. 340 |
|