| bibtype |
M -
Monography Chapter
|
| ARLID |
0410987 |
| utime |
20240103182253.8 |
| mtime |
20060210235959.9 |
| ISBN |
1-4020-0953-4 |
| title
(primary) (eng) |
Recent feature selection methods in statistical pattern recognition |
| publisher |
| place |
Dordrecht |
| name |
Kluwer |
| pub_time |
2003 |
|
| specification |
|
| serial |
| title
|
Pattern Recognition and String Matching |
| page_num |
1-51 |
| editor |
|
| editor |
|
|
| keyword |
pattern recognition |
| keyword |
feature selection |
| keyword |
search methods |
| author
(primary) |
| 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*0101171 |
| name1 |
Novovičová |
| name2 |
Jana |
| institution |
UTIA-B |
| 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 |
09K |
| 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 |
CEZ:AV0Z1075907 |
| abstract
(eng) |
The chapter is devoted to the problem of feature selection in statistical pattern recognition. A number of feature subset search strategies is reviewed, analyzed and compared. New algorithms are described (Fast Branch and Bound, Branch and Bound Algorithm with Partial Prediction, Floating Search, Adaptive Floating Search). Two feature selection methods based on approximating the unknown class conditional densities by finite mixtures of the factorized densities are presented. |
| RIV |
BC |
| department |
RO |
| permalink |
http://hdl.handle.net/11104/0131074 |
| ID_orig |
UTIA-B 20020201 |
| arlyear |
2003 |
| mrcbU10 |
2003 |
| mrcbU10 |
Dordrecht Kluwer |
| mrcbU12 |
1-4020-0953-4 |
| mrcbU63 |
Pattern Recognition and String Matching 1 51 |
| mrcbU67 |
Chen D. 340 |
| mrcbU67 |
Cheng X. 340 |
|