| bibtype |
A -
Abstract
|
| ARLID |
0519654 |
| utime |
20240103223428.0 |
| mtime |
20200114235959.9 |
| title
(primary) (eng) |
General framework for binary nonlinear classification on top samples |
| specification |
| page_count |
1 s. |
| media_type |
P |
|
| serial |
| ARLID |
cav_un_epca*0519653 |
| ISBN |
9788874581016 |
| title
|
Book of Abstracts of the 3rd International Conference and Summer School, Numerical Computations: Theory and Algorithms |
| page_num |
206-206 |
| publisher |
| place |
Rende |
| name |
Centro Editoriale e Librario dell’Universit`a della Calabria |
| year |
2019 |
|
| editor |
| name1 |
Sergeyev |
| name2 |
Yaroslav D. |
|
| editor |
| name1 |
Kvasov |
| name2 |
Dmitri E. |
|
| editor |
| name1 |
Mukhametzhanov |
| name2 |
Marat S. |
|
| editor |
| name1 |
Nasso |
| name2 |
Maria Chiara |
|
|
| keyword |
binary classification |
| keyword |
duality |
| keyword |
kernels |
| keyword |
accuracy at the top |
| keyword |
ranking |
| keyword |
hypothesis testing |
| author
(primary) |
| ARLID |
cav_un_auth*0387255 |
| name1 |
Mácha |
| name2 |
Václav |
| institution |
UTIA-B |
| full_dept (cz) |
Adaptivní systémy |
| full_dept (eng) |
Adaptive Systems |
| department (cz) |
AS |
| department (eng) |
AS |
| country |
CZ |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0309054 |
| name1 |
Adam |
| name2 |
Lukáš |
| institution |
UTIA-B |
| full_dept (cz) |
Matematická teorie rozhodování |
| full_dept |
Department of Decision Making Theory |
| department (cz) |
MTR |
| department |
MTR |
| full_dept |
Department of Decision Making Theory |
| country |
CZ |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0101207 |
| name1 |
Šmídl |
| name2 |
Václav |
| institution |
UTIA-B |
| full_dept (cz) |
Adaptivní systémy |
| full_dept |
Adaptive Systems |
| department (cz) |
AS |
| department |
AS |
| full_dept |
Department of Adaptive Systems |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| source |
|
| cas_special |
| project |
| ARLID |
cav_un_auth*0374053 |
| project_id |
GA18-21409S |
| agency |
GA ČR |
|
| abstract
(eng) |
In our previous work [1], we have proposed a general framework to handle binary linear classification for top samples. Our framework includes ranking problems, accuracy at the top or hypothesis testing. We have summarized known methods, such as [2, 3, 4], belonging to this framework and proposed new ones. Note that these methods were either derived in their primal form, or they did\nnot use kernels. This forced a restriction on only linear classifiers. |
| action |
| ARLID |
cav_un_auth*0387256 |
| name |
NUMERICAL COMPUTATIONS: THEORY AND ALGORITHMS (NUMTA–2019) |
| dates |
20190615 |
| mrcbC20-s |
20190621 |
| place |
Le Castella Village |
| country |
IT |
|
| RIV |
BB |
| FORD0 |
10000 |
| FORD1 |
10200 |
| FORD2 |
10201 |
| reportyear |
2020 |
| mrcbC52 |
4 O 4o 20231122144638.3 |
| presentation_type |
PR |
| inst_support |
RVO:67985556 |
| permalink |
http://hdl.handle.net/11104/0304787 |
| confidential |
S |
| arlyear |
2019 |
| mrcbTft |
\nSoubory v repozitáři: 0519654.pdf |
| mrcbU14 |
SCOPUS |
| mrcbU24 |
PUBMED |
| mrcbU34 |
WOS |
| mrcbU63 |
cav_un_epca*0519653 Book of Abstracts of the 3rd International Conference and Summer School, Numerical Computations: Theory and Algorithms Centro Editoriale e Librario dell’Universit`a della Calabria 2019 Rende 206 206 9788874581016 |
| mrcbU67 |
340 Sergeyev Yaroslav D. |
| mrcbU67 |
340 Kvasov Dmitri E. |
| mrcbU67 |
340 Mukhametzhanov Marat S. |
| mrcbU67 |
340 Nasso Maria Chiara |
|