Konrad Jackowski

According to our database, Konrad Jackowski authored at least 28 papers between 2008 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2018

New diversity measure for data stream classification ensembles.

Konrad Jackowski

Eng. Appl. Artif. Intell., 2018

2017

A learning-based colour image segmentation with extended and compact structural tensor feature representation.

Konrad Jackowski, Boguslaw Cyganek

Pattern Anal. Appl., 2017

A Novel Simulated Annealing Based Training Algorithm for Data Stream Processing Ensemble Classifier.

Konrad Jackowski

Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017, 2017

Application of Genetic Algorithm and Simulated Annealing to Ensemble Classifier Training on Data Streams.

Konrad Jackowski

Proceedings of the Advances on P2P, 2017

2016

Learning Decision Trees from Data Streams with Concept Drift.

Dariusz Jankowski, Konrad Jackowski, Boguslaw Cyganek

Proceedings of the International Conference on Computational Science 2016, 2016

2015

Adaptive Splitting and Selection Algorithm for Regression.

Konrad Jackowski

New Gener. Comput., 2015

A novel hyperspectral segmentation algorithm - concept and evaluation.

Pawel Ksieniewicz, Dariusz Jankowski, Borja Ayerdi, Konrad Jackowski, Manuel Graña, Michal Wozniak

Log. J. IGPL, 2015

An Increment Decision Tree Algorithm for Streamed Data.

Dariusz Jankowski, Konrad Jackowski

Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

Comparison of Clustering Methods in Cotton Textile Industry.

Dragan Simic, Konrad Jackowski, Dariusz Jankowski, Svetlana Simic

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2015, 2015

Modelling Dental Milling Process with Machine Learning-Based Regression Algorithms.

Konrad Jackowski, Dariusz Jankowski, Héctor Quintián, Emilio Corchado, Michal Wozniak

Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 2015

Electronic Health Record: A review.

Manuel Graña, Konrad Jackowski

Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2014

Fixed-size ensemble classifier system evolutionarily adapted to a recurring context with an unlimited pool of classifiers.

Konrad Jackowski

Pattern Anal. Appl., 2014

Improved Adaptive Splitting and Selection: the Hybrid Training Method of a Classifier Based on a Feature Space Partitioning.

Konrad Jackowski, Bartosz Krawczyk, Michal Wozniak

Int. J. Neural Syst., 2014

Application of AdaSS Ensemble Approach for Prediction of Power Plant Generator Tension.

Konrad Jackowski, Jan Platos

Proceedings of the International Joint Conference SOCO'14-CISIS'14-ICEUTE'14, 2014

Feature selection and ensemble of regression models for predicting the protein macromolecule dissolution profile.

Varun Kumar Ojha, Konrad Jackowski, Ajith Abraham, Václav Snásel

Proceedings of the 2014 Sixth World Congress on Nature and Biologically Inspired Computing, 2014

Migraine Diagnosis Support System Based on Classifier Ensemble.

Konrad Jackowski, Dariusz Jankowski, Dragan Simic, Svetlana Simic

Proceedings of the ICT Innovations 2014, 2014

Dimensionality Reduction and Prediction of the Protein Macromolecule Dissolution Profile.

Varun Kumar Ojha, Konrad Jackowski, Václav Snásel, Ajith Abraham

Proceedings of the Fifth International Conference on Innovations in Bio-Inspired Computing and Applications, 2014

Evolutionary Weighted Ensemble for EEG Signal Recognition.

Konrad Jackowski, Jan Platos, Michal Prilepok

Proceedings of the Intelligent Data analysis and its Applications, Volume II, 2014

Evolutionary Algorithm for Decision Tree Induction.

Dariusz Jankowski, Konrad Jackowski

Proceedings of the Computer Information Systems and Industrial Management, 2014

2013

Application of Adaptive Splitting and Selection Classifier to the Spam Filtering Problem.

Konrad Jackowski, Bartosz Krawczyk, Michal Wozniak

Cybern. Syst., 2013

2012

Cost-Sensitive Splitting and Selection Method for Medical Decision Support System.

Konrad Jackowski, Bartosz Krawczyk, Michal Wozniak

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

Evolutionary Adapted Ensemble for Reoccurring Context.

Konrad Jackowski

Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

2010

Method of classifier selection using the genetic approach.

Konrad Jackowski, Michal Wozniak

Expert Syst. J. Knowl. Eng., 2010

Multiple Classifier System with Radial Basis Weight Function.

Konrad Jackowski

Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

2009

Algorithm of designing compound recognition system on the basis of combining classifiers with simultaneous splitting feature space into competence areas.

Konrad Jackowski, Michal Wozniak

Pattern Anal. Appl., 2009

Some Remarks on Chosen Methods of Classifier Fusion Based on Weighted Voting.

Michal Wozniak, Konrad Jackowski

Proceedings of the Hybrid Artificial Intelligence Systems, 4th International Conference, 2009

Adaptive Splitting and Selection Method of Classifier Ensemble Building.

Konrad Jackowski, Michal Wozniak

Proceedings of the Hybrid Artificial Intelligence Systems, 4th International Conference, 2009

2008

Fusers Based on Classifier Response and Discriminant Function - Comparative Study.

Michal Wozniak, Konrad Jackowski

Proceedings of the Hybrid Artificial Intelligence Systems, Third International Workshop, 2008