Zobrazeno 1 - 10
of 36
pro vyhledávání: '"Konrad Jackowski"'
Autor:
Konrad Jackowski
Publikováno v:
Engineering Applications of Artificial Intelligence. 74:23-34
The diversity of a voting committee is one of the key characteristics of ensemble systems. It determines the benefits that can be obtained through classifier fusion. There are many measures of diversity that can be used in classical decision-making s
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::eccabc46c15a7531346faf3f93d29386
https://doi.org/10.1016/j.engappai.2018.05.006
https://doi.org/10.1016/j.engappai.2018.05.006
Publikováno v:
ICCS
This paper addresses a data mining task of classifying data stream with concept drift. The proposed algorithm, named Concept-adapting Evolutionary Algorithm For Decision Tree does not require any knowledge of the environment such as numbers and rates
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::36ac0eeeec079ca8aed8ca040de3fea7
https://doi.org/10.1016/j.procs.2016.05.508
https://doi.org/10.1016/j.procs.2016.05.508
Autor:
Konrad Jackowski
Publikováno v:
New Generation Computing. 33:425-448
Developing system for regression tasks like predicting prices, temperature is not a trivial task. There are many of issues which must be addressed such as: selecting appropriate model, eliminating irrelevant inputs, removing noise, etc. Most of them
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ef4cce24954f0e789447310c6814d899
https://doi.org/10.1007/s00354-015-0405-1
https://doi.org/10.1007/s00354-015-0405-1
Autor:
Konrad Jackowski
Publikováno v:
Advances on P2P, Parallel, Grid, Cloud and Internet Computing ISBN: 9783319698342
3PGCIC
3PGCIC
Data stream classification is fast growing research area due to increasing number of practical applications in modern technology. SPAM filtering, weather forecast are just two well known examples. Nonetheless, high pace of incoming data makes classic
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b8ca0442c57bd58135b111ea68a241db
https://doi.org/10.1007/978-3-319-69835-9_25
https://doi.org/10.1007/978-3-319-69835-9_25
Autor:
Konrad Jackowski
Publikováno v:
Advances in Intelligent Systems and Computing ISBN: 9783319591612
CORES
CORES
Training of compound ensemble classifier systems might be computationally complex and hence time consuming task. Not only elementary classifiers are to be trained, but also model of the ensemble has to be updated. Therefore, an efficiency of the trai
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::934ac9b2bb8e17b2ba559327695f1820
https://doi.org/10.1007/978-3-319-59162-9_46
https://doi.org/10.1007/978-3-319-59162-9_46
Autor:
Paweł Ksieniewicz, Dariusz Jankowski, Manuel Graña, Michal Wozniak, Borja Ayerdi, Konrad Jackowski
Publikováno v:
Logic Journal of IGPL. 23:105-120
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::4719e085d164a09cda8153d2391eca8c
https://doi.org/10.1093/jigpal/jzu045
https://doi.org/10.1093/jigpal/jzu045
Autor:
Marta Baranowska-Kuczko, Anna Pędzińska-Betiuk, Hanna Kozłowska, Konrad Jackowski, Monika Kloza
Publikováno v:
Postępy Higieny i Medycyny Doświadczalnej, Vol 68, Pp 738-748 (2014)
Pulmonary arterial hypertension (PAH) is a progressive, complex disease leading to the right ventricular failure and premature death. PAH is characterized by increased pulmonary arterial pressure, increased vascular resistance, pulmonary vascular rem
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::152fb6e91ba662bf9518f693b7c93686
http://phmd.pl/gicid/pdf/01.3001.0003.1248
http://phmd.pl/gicid/pdf/01.3001.0003.1248
The computer recognition systems are nowadays one of the most promising directions in artificial intelligence. This book is the most comprehensive study of this field. It contains a collection of 79 carefully selected articles contributed by experts
Publikováno v:
Cybernetics and Systems. 44:569-588
E-Mail spam is one of the major problems plaguing the contemporary Internet, causing an inconvenience to an individual user and financial loss to a company. Spam filtering allows for early detection of unwanted messages and separates them from the in
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9ab54811c0733adf12f1803274e4afd2
https://doi.org/10.1080/01969722.2013.818442
https://doi.org/10.1080/01969722.2013.818442
Autor:
Konrad Jackowski
Publikováno v:
Pattern Analysis and Applications. 17:709-724
This paper presents a novel ensemble classifier system designed to process data streams featuring occasional changes in their characteristics (concept drift). The ensemble is especially effective when the concepts reappear (recurring context). The sy
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::31bbf5dec93b6f29d77ea1db9efcf610
https://doi.org/10.1007/s10044-013-0318-x
https://doi.org/10.1007/s10044-013-0318-x