bibtype |
C -
Conference Paper (international conference)
|
ARLID |
0450905 |
utime |
20240103211236.0 |
mtime |
20151201235959.9 |
SCOPUS |
84951804385 |
WOS |
000371579600071 |
DOI |
10.1007/978-3-319-26535-3 |
title
(primary) (eng) |
Weighted Probabilistic Opinion Pooling Based on Cross-Entropy |
specification |
page_count |
7 s. |
media_type |
E |
|
serial |
ARLID |
cav_un_epca*0450904 |
ISBN |
978-3-319-26534-6 |
ISSN |
0302-9743 |
title
|
Neural Information Processing |
page_num |
623-629 |
publisher |
place |
Cham |
name |
Springer International Publishing |
year |
2015 |
|
editor |
|
|
keyword |
Minimum cross-entropy principle |
keyword |
Kullback-Leibler divergence |
keyword |
Linear opinion pooling |
keyword |
Combining probability distributions |
author
(primary) |
ARLID |
cav_un_auth*0263972 |
full_dept (cz) |
Adaptivní systémy |
full_dept (eng) |
Department of Adaptive Systems |
department (cz) |
AS |
department (eng) |
AS |
full_dept |
Department of Adaptive Systems |
name1 |
Sečkárová |
name2 |
Vladimíra |
institution |
UTIA-B |
fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
source |
|
cas_special |
project |
ARLID |
cav_un_auth*0292725 |
project_id |
GA13-13502S |
agency |
GA ČR |
|
abstract
(eng) |
In this work we focus on opinion pooling in the finite group of sources introduced in [Seckarova, 2015]. This approach, heavily exploiting Kullback-Leibler divergence (also known as cross-entropy), allows us to combine sources’ opinions given in probabilistic form, i.e. represented by the probability mass function (pmf). However, this approach assumes that sources are equally reliable with no preferences on, e.g., importance of a particular source. The discussion about the influence of the combination by preferences among sources (represented by weights) and numerical demonstration of the derived theory on an illustrative example form the core of this contribution. |
action |
ARLID |
cav_un_auth*0322736 |
name |
22nd International Conference on Neural Information Processing (ICONIP2015) |
dates |
09.11.2015-12.11.2015 |
place |
Istanbul |
country |
TR |
|
RIV |
BC |
reportyear |
2016 |
num_of_auth |
1 |
presentation_type |
PR |
inst_support |
RVO:67985556 |
permalink |
http://hdl.handle.net/11104/0252663 |
confidential |
S |
mrcbT16-s |
0.329 |
mrcbT16-4 |
Q2 |
mrcbT16-E |
Q2 |
arlyear |
2015 |
mrcbU14 |
84951804385 SCOPUS |
mrcbU34 |
000371579600071 WOS |
mrcbU63 |
cav_un_epca*0450904 Neural Information Processing 978-3-319-26534-6 0302-9743 623 629 Cham Springer International Publishing 2015 Lecture Notes in Computer Science 9490 |
mrcbU67 |
Sabri A. 340 |
mrcbU67 |
Tingwen H. 340 |
mrcbU67 |
Weng K.L. 340 |
mrcbU67 |
Qingshan L. 340 |
|