| bibtype |
J -
Journal Article
|
| ARLID |
0431479 |
| utime |
20240103204610.0 |
| mtime |
20140912235959.9 |
| WOS |
000342159700009 |
| SCOPUS |
84907191888 |
| DOI |
10.1109/LSP.2014.2353652 |
| title
(primary) (eng) |
Sequential Estimation of Mixtures in Diffusion Networks |
| specification |
| page_count |
5 s. |
| media_type |
E |
|
| serial |
| ARLID |
cav_un_epca*0253212 |
| ISSN |
1070-9908 |
| title
|
IEEE Signal Processing Letters |
| volume_id |
22 |
| volume |
2 (2015) |
| page_num |
197-201 |
| publisher |
| name |
Institute of Electrical and Electronics Engineers |
|
|
| keyword |
distributed estimation |
| keyword |
mixture models |
| keyword |
bayesian inference |
| author
(primary) |
| ARLID |
cav_un_auth*0242543 |
| name1 |
Dedecius |
| name2 |
Kamil |
| full_dept (cz) |
Adaptivní systémy |
| full_dept (eng) |
Department of Adaptive Systems |
| department (cz) |
AS |
| department (eng) |
AS |
| institution |
UTIA-B |
| full_dept |
Department of Adaptive Systems |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0306030 |
| name1 |
Reichl |
| name2 |
Jan |
| full_dept (cz) |
Adaptivní systémy |
| full_dept |
Department of Adaptive Systems |
| department (cz) |
AS |
| department |
AS |
| institution |
UTIA-B |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0306051 |
| name1 |
Djurić |
| name2 |
P. M. |
| country |
US |
|
| source |
|
| cas_special |
| project |
| project_id |
GP14-06678P |
| agency |
GA ČR |
| country |
CZ |
| ARLID |
cav_un_auth*0303543 |
|
| abstract
(eng) |
The letter studies the problem of sequential estimation of mixtures in diffusion networks whose nodes communicate only with their adjacent neighbors. The adopted quasi-Bayesian approach yields a probabilistically consistent and computationally non-intensive and fast method, applicable to a wide class of mixture models with unknown component parameters and weights. Moreover, if conjugate priors are used for inferring the component parameters, the solution attains a closed analytic form. |
| reportyear |
2017 |
| RIV |
BB |
| num_of_auth |
3 |
| mrcbC52 |
4 A 4a 20231122140419.8 |
| inst_support |
RVO:67985556 |
| permalink |
http://hdl.handle.net/11104/0236075 |
| confidential |
S |
| mrcbT16-e |
ENGINEERINGELECTRICALELECTRONIC |
| mrcbT16-j |
0.862 |
| mrcbT16-s |
0.822 |
| mrcbT16-4 |
Q1 |
| mrcbT16-B |
73.247 |
| mrcbT16-C |
63.230 |
| mrcbT16-D |
Q2 |
| mrcbT16-E |
Q2 |
| arlyear |
2015 |
| mrcbTft |
\nSoubory v repozitáři: dedecius-0431479.pdf |
| mrcbU14 |
84907191888 SCOPUS |
| mrcbU34 |
000342159700009 WOS |
| mrcbU63 |
cav_un_epca*0253212 IEEE Signal Processing Letters 1070-9908 1558-2361 Roč. 22 č. 2 2015 197 201 Institute of Electrical and Electronics Engineers |
|