Konrad Jackowski

Publication Activity (10 Years)

Years Active: 2008-2018
Publications (10 Years): 11

Top Topics

Decision Tree Algorithm

Classifier Training

Space Partitioning

Ensemble Classifier

Top Venues

Pattern Anal. Appl.

SOCO-CISIS-ICEUTE

Publications

Konrad Jackowski
New diversity measure for data stream classification ensembles. Eng. Appl. Artif. Intell. 74 (2018)
Konrad Jackowski, Boguslaw Cyganek
A learning-based colour image segmentation with extended and compact structural tensor feature representation. Pattern Anal. Appl. 20 (2) (2017)
Konrad Jackowski
Application of Genetic Algorithm and Simulated Annealing to Ensemble Classifier Training on Data Streams. 3PGCIC (2017)
Konrad Jackowski
A Novel Simulated Annealing Based Training Algorithm for Data Stream Processing Ensemble Classifier. CORES (2017)
Dariusz Jankowski, Konrad Jackowski, Boguslaw Cyganek
Learning Decision Trees from Data Streams with Concept Drift. ICCS (2016)
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) (2015)
Dariusz Jankowski, Konrad Jackowski
An Increment Decision Tree Algorithm for Streamed Data. TrustCom/BigDataSE/ISPA (2) (2015)
Dragan Simic, Konrad Jackowski, Dariusz Jankowski, Svetlana Simic
Comparison of Clustering Methods in Cotton Textile Industry. IDEAL (2015)
Konrad Jackowski, Dariusz Jankowski, Héctor Quintián, Emilio Corchado, Michal Wozniak
Modelling Dental Milling Process with Machine Learning-Based Regression Algorithms. CORES (2015)
Manuel Graña, Konrad Jackowski
Electronic Health Record: A review. BIBM (2015)
Konrad Jackowski
Adaptive Splitting and Selection Algorithm for Regression. New Gener. Comput. 33 (4) (2015)
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)
Varun Kumar Ojha, Konrad Jackowski, Václav Snásel, Ajith Abraham
Dimensionality Reduction and Prediction of the Protein Macromolecule Dissolution Profile. IBICA (2014)
Konrad Jackowski, Dariusz Jankowski, Dragan Simic, Svetlana Simic
Migraine Diagnosis Support System Based on Classifier Ensemble. ICT Innovations (2014)
Dariusz Jankowski, Konrad Jackowski
Evolutionary Algorithm for Decision Tree Induction. CISIM (2014)
Konrad Jackowski, Jan Platos
Application of AdaSS Ensemble Approach for Prediction of Power Plant Generator Tension. SOCO-CISIS-ICEUTE (2014)
Konrad Jackowski
Fixed-size ensemble classifier system evolutionarily adapted to a recurring context with an unlimited pool of classifiers. Pattern Anal. Appl. 17 (4) (2014)
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)
Konrad Jackowski, Jan Platos, Michal Prilepok
Evolutionary Weighted Ensemble for EEG Signal Recognition. ECC (2) (2014)
Konrad Jackowski, Bartosz Krawczyk, Michal Wozniak
Application of Adaptive Splitting and Selection Classifier to the Spam Filtering Problem. Cybern. Syst. 44 (6-7) (2013)
Konrad Jackowski
Evolutionary Adapted Ensemble for Reoccurring Context. HAIS (2) (2012)
Konrad Jackowski, Bartosz Krawczyk, Michal Wozniak
Cost-Sensitive Splitting and Selection Method for Medical Decision Support System. IDEAL (2012)
Konrad Jackowski
Multiple Classifier System with Radial Basis Weight Function. HAIS (1) (2010)
Konrad Jackowski, Michal Wozniak
Method of classifier selection using the genetic approach. Expert Syst. J. Knowl. Eng. 27 (2) (2010)
Konrad Jackowski, Michal Wozniak
Adaptive Splitting and Selection Method of Classifier Ensemble Building. HAIS (2009)
Michal Wozniak, Konrad Jackowski
Some Remarks on Chosen Methods of Classifier Fusion Based on Weighted Voting. HAIS (2009)
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) (2009)
Michal Wozniak, Konrad Jackowski
Fusers Based on Classifier Response and Discriminant Function - Comparative Study. HAIS (2008)