posted by organizer: michalwozniak || 695 views || tracked by 1 users: [display]

NMRPC 2016 : Workshop on Nonstationary Models of Pattern Recognition and Classifier Combinations

FacebookTwitterLinkedInGoogle

Link: http://www.kssk.pwr.edu.pl/nmrpc2/
 
When Jun 6, 2016 - Jun 8, 2016
Where San Diego, California, U.S.A.
Submission Deadline Jan 31, 2016
Notification Due Feb 15, 2016
Final Version Due Mar 4, 2016
Categories    data stream   classification   concept drift   nonstationary model
 

Call For Papers

The progress of computer science has caused that many institutions collected huge amount of data, which analysis is impossible by human beings. Nowadays simple methods of data analysis are not sufficient for efficient management of an average enterprise, since for smart decisions the knowledge hidden in data is highly required. The great disadvantage of the aforementioned methods is that they “assume” that statistical properties of the discovered concept (which model is predicted) are being unchanged. In a real situation we could observe the so-called concept drift, therefore designing data mining methods, especially classification ones for data streams is currently the focus of intense research. On the other ha nd, we can usually use a number of classifiers for each of pattern recognition tasks which differ each other. Therefore developing combined classifiers has been mentioned as ones of the most promising trends in the pattern recognition which can exploit unique elementary classifier strengths and could adapt to the changes of classification models.

Related Resources

CORES 2019   11th International Conference on Computer Recognition Systems CORES 2019
CVPR 2019   Computer Vision and Pattern Recognition
CORES 2019   11th International Conference on Computer Recognition Systems CORES 2019
ICPRAM 2019   8th International Conference on Pattern Recognition Applications and Methods
CCVPR 2018   2018 International Joint Conference on Computer Vision and Pattern Recognition(CCVPR 2018)
CIARP 2018   23rd Iberoamerican Congress on Pattern Recognition
IbPRIA 2019   8th Iberian Conference on Pattern Recognition and Image Analysis
IPRIA 2019   International conference on Pattern Recognition and Image Analysis
Scopus-PRIS 2019   2019 International Conference on Pattern Recognition and Intelligent Systems (PRIS 2019)
ECDMO--EI, Scopus 2019   2019 3rd European Conference on Design, Modeling and Optimization (ECDMO 2019)--EI Compendex, Scopus