| bibtype |
C -
Conference Paper (international conference)
|
| ARLID |
0329489 |
| utime |
20240111140725.5 |
| mtime |
20090929235959.9 |
| title
(primary) (eng) |
Recognition of Properties by Probabilistic Neural Networks |
| specification |
| page_count |
10 s. |
| media_type |
www |
|
| serial |
| ARLID |
cav_un_epca*0329488 |
| ISBN |
3-642-04276-7 |
| ISSN |
0302-9743 |
| title
|
Artificial Neural Networks - ICANN 2009 |
| part_num |
2 |
| part_title |
Part II |
| page_num |
165-174 |
| publisher |
| place |
Berlin, Heidelberg |
| name |
Springer Verlag |
| year |
2009 |
|
| editor |
| name1 |
Polycarpou |
| name2 |
Marios |
|
| editor |
|
| editor |
| name1 |
Panayiotou |
| name2 |
Christos |
|
| editor |
| name1 |
Ellinas |
| name2 |
Georgios |
|
|
| title
(cze) |
Rozpoznávání vlastností pomocí praděpodobnostních neuronových sítí |
| keyword |
Probabilistic Neural Networks |
| keyword |
Non-Exclusive Classes |
| keyword |
One-Class Classifiers |
| keyword |
Biological Compatibility |
| 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*0230019 |
| name1 |
Hora |
| name2 |
Jan |
| institution |
UTIA-B |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| source |
|
| cas_special |
| project |
| project_id |
2C06019 |
| agency |
GA MŠk |
| country |
CZ |
| ARLID |
cav_un_auth*0216518 |
|
| project |
| project_id |
1M0572 |
| agency |
GA MŠk |
| ARLID |
cav_un_auth*0001814 |
|
| project |
| project_id |
GA102/07/1594 |
| agency |
GA ČR |
| ARLID |
cav_un_auth*0228611 |
|
| research |
CEZ:AV0Z10750506 |
| abstract
(eng) |
The statistical pattern recognition based on Bayes formula implies the concept of mutually exclusive classes. This assumption is not applicable when we have to identify some non-exclusive properties and therefore it is unnatural in biological neural networks. Considering the framework of probabilistic neural networks we propose statistical identification of non-exclusive properties by using one-class classifiers. |
| abstract
(cze) |
Statistický přístup k rozpoznávání založený na Bayesově vzorci implikuje předpoklad vzájemné výlučnosti tříd. V případě vlastností, které se nevylučují, není tento předpoklad vhodný a v kontextu biologických neuronových sítí je nepřirozený. V práci je navržena identifikace nevýlučných vlastností pomocí jednotřídního klasifikátoru v rámci pravděpodobnostních neuronových sítí. |
| action |
| ARLID |
cav_un_auth*0254230 |
| name |
19th International Conference on Artificia Neural Networks |
| place |
Limassol |
| dates |
14.09.2009-17.09.2009 |
| country |
CY |
|
| reportyear |
2010 |
| RIV |
IN |
| permalink |
http://hdl.handle.net/11104/0175509 |
| mrcbT16-q |
100 |
| mrcbT16-s |
0.322 |
| mrcbT16-y |
15.66 |
| mrcbT16-x |
0.35 |
| arlyear |
2009 |
| mrcbU56 |
pdf |
| mrcbU63 |
cav_un_epca*0329488 Artificial Neural Networks - ICANN 2009 Part II 2 3-642-04276-7 0302-9743 165 174 Berlin, Heidelberg Springer Verlag 2009 Lecture Notes in Computer Science LNCS 5769 |
| mrcbU67 |
Polycarpou Marios 340 |
| mrcbU67 |
Alipi Cesare 340 |
| mrcbU67 |
Panayiotou Christos 340 |
| mrcbU67 |
Ellinas Georgios 340 |
|