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ORCIDKonrad Jackowski
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2010 – 2019
- 2018
[j9]Konrad Jackowski:
New diversity measure for data stream classification ensembles. Eng. Appl. Artif. Intell. 74: 23-34 (2018)- 2017
- [j8]Konrad Jackowski, Boguslaw Cyganek
:
A learning-based colour image segmentation with extended and compact structural tensor feature representation. Pattern Anal. Appl. 20(2): 401-414 (2017) - [c19]Konrad Jackowski:
Application of Genetic Algorithm and Simulated Annealing to Ensemble Classifier Training on Data Streams. 3PGCIC 2017: 266-276 - [c18]Konrad Jackowski:
A Novel Simulated Annealing Based Training Algorithm for Data Stream Processing Ensemble Classifier. CORES 2017: 443-452 - 2016
- [c17]Dariusz Jankowski, Konrad Jackowski, Boguslaw Cyganek:
Learning Decision Trees from Data Streams with Concept Drift. ICCS 2016: 1682-1691 - [e3]Robert Burduk, Konrad Jackowski, Marek Kurzynski, Michal Wozniak, Andrzej Zolnierek:
Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, Wroclaw, Poland, 25-27 May 2015. Advances in Intelligent Systems and Computing 403, Springer 2016, ISBN 978-3-319-26225-3 [contents] - 2015
- [j7]Pawel Ksieniewicz, Dariusz Jankowski, Borja Ayerdi, Konrad Jackowski, Manuel Graña, Michal Wozniak:
A novel hyperspectral segmentation algorithm - concept and evaluation. Log. J. IGPL 23(1): 105-120 (2015) - [j6]Konrad Jackowski:
Adaptive Splitting and Selection Algorithm for Regression. New Gener. Comput. 33(4): 425-448 (2015) - [c16]Manuel Graña, Konrad Jackowski:
Electronic Health Record: A review. BIBM 2015: 1375-1382 - [c15]Konrad Jackowski, Dariusz Jankowski, Héctor Quintián, Emilio Corchado, Michal Wozniak:
Modelling Dental Milling Process with Machine Learning-Based Regression Algorithms. CORES 2015: 701-711 - [c14]Dragan Simic, Konrad Jackowski, Dariusz Jankowski, Svetlana Simic:
Comparison of Clustering Methods in Cotton Textile Industry. IDEAL 2015: 501-508 - [c13]Dariusz Jankowski, Konrad Jackowski:
An Increment Decision Tree Algorithm for Streamed Data. TrustCom/BigDataSE/ISPA (2) 2015: 199-204 - [e2]Konrad Jackowski, Robert Burduk, Krzysztof Walkowiak, Michal Wozniak, Hujun Yin:
Intelligent Data Engineering and Automated Learning - IDEAL 2015 - 16th International Conference Wroclaw, Poland, October 14-16, 2015, Proceedings. Lecture Notes in Computer Science 9375, Springer 2015, ISBN 978-3-319-24833-2 [contents] - 2014
- [j5]Konrad Jackowski, Bartosz Krawczyk, Michal Wozniak:
Improved Adaptive Splitting and Selection: the Hybrid Training Method of a Classifier Based on a Feature Space Partitioning. Int. J. Neural Syst. 24(3) (2014) - [j4]Konrad Jackowski:
Fixed-size ensemble classifier system evolutionarily adapted to a recurring context with an unlimited pool of classifiers. Pattern Anal. Appl. 17(4): 709-724 (2014) - [c12]Dariusz Jankowski, Konrad Jackowski:
Evolutionary Algorithm for Decision Tree Induction. CISIM 2014: 23-32 - [c11]Konrad Jackowski, Jan Platos, Michal Prilepok:
Evolutionary Weighted Ensemble for EEG Signal Recognition. ECC (2) 2014: 201-210 - [c10]Varun Kumar Ojha, Konrad Jackowski, Václav Snásel, Ajith Abraham:
Dimensionality Reduction and Prediction of the Protein Macromolecule Dissolution Profile. IBICA 2014: 301-310 - [c9]Konrad Jackowski, Dariusz Jankowski, Dragan Simic, Svetlana Simic:
Migraine Diagnosis Support System Based on Classifier Ensemble. ICT Innovations 2014: 329-339 - [c8]Varun Kumar Ojha, Konrad Jackowski, Ajith Abraham, Václav Snásel:
Feature selection and ensemble of regression models for predicting the protein macromolecule dissolution profile. NaBIC 2014: 121-126 - [c7]Konrad Jackowski, Jan Platos:
Application of AdaSS Ensemble Approach for Prediction of Power Plant Generator Tension. SOCO-CISIS-ICEUTE 2014: 207-216 - 2013
- [j3]Konrad Jackowski, Bartosz Krawczyk, Michal Wozniak:
Application of Adaptive Splitting and Selection Classifier to the Spam Filtering Problem. Cybern. Syst. 44(6-7): 569-588 (2013) - [e1]Robert Burduk, Konrad Jackowski, Marek Kurzynski, Michal Wozniak, Andrzej Zolnierek:
Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, Milkow, Poland, 27-29 May 2013. Advances in Intelligent Systems and Computing 226, Springer 2013, ISBN 978-3-319-00968-1 [contents] - 2012
- [c6]Konrad Jackowski:
Evolutionary Adapted Ensemble for Reoccurring Context. HAIS (2) 2012: 550-557 - [c5]Konrad Jackowski, Bartosz Krawczyk, Michal Wozniak:
Cost-Sensitive Splitting and Selection Method for Medical Decision Support System. IDEAL 2012: 850-857 - 2010
- [j2]Konrad Jackowski, Michal Wozniak:
Method of classifier selection using the genetic approach. Expert Syst. J. Knowl. Eng. 27(2): 114-128 (2010) - [c4]Konrad Jackowski:
Multiple Classifier System with Radial Basis Weight Function. HAIS (1) 2010: 540-547
2000 – 2009
- 2009
- [j1]Konrad Jackowski, Michal Wozniak:
Algorithm of designing compound recognition system on the basis of combining classifiers with simultaneous splitting feature space into competence areas. Pattern Anal. Appl. 12(4): 415-425 (2009) - [c3]Konrad Jackowski, Michal Wozniak:
Adaptive Splitting and Selection Method of Classifier Ensemble Building. HAIS 2009: 525-532 - [c2]Michal Wozniak, Konrad Jackowski:
Some Remarks on Chosen Methods of Classifier Fusion Based on Weighted Voting. HAIS 2009: 541-548 - 2008
- [c1]Michal Wozniak, Konrad Jackowski:
Fusers Based on Classifier Response and Discriminant Function - Comparative Study. HAIS 2008: 361-368
Coauthor Index
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