Distance Metrics in Clustering and Weighted Scoring Algorithm

Klikowski, Jakub and Burduk, Robert

Lecture Notes in Networks and Systems, 2021

Fusion of linear base classifiers in geometric space

Ksieniewicz, Paweł and Zyblewski, Paweł and Burduk, Robert

Knowledge-Based Systems, 2021

Clustering and Weighted Scoring Algorithm Based on Estimating the Number of Clusters

Klikowski, Jakub and Burduk, Robert

Lecture Notes in Computer Science, 2021

Linear classifier combination via multiple potential functions

Trajdos, Pawel and Burduk, Robert

Pattern Recognition, 2021
W ramach projektu GEOM

Decision Tree Integration Using Dynamic Regions of Competence

Biedrzycki, Jędrzej and Burduk, Robert

Entropy, 2020

Clustering and Weighted Scoring in Geometric Space Support Vector Machine Ensemble for Highly Imbalanced Data Classification

Ksieniewicz, Paweł and Burduk, Robert

Computational Science – ICCS 2020, 2020

Combining Linear Classifiers Using Probability-Based Potential Functions

Trajdos, Pawel and Burduk, Robert

IEEE Access, 2020

Dynamic Ensemble Selection – Application to Classification of Cutting Tools

Heda, Paulina and Rojek, Izabela and Burduk, Robert

Lecture Notes in Computer Science, 2020

Novel Approach to Gentle AdaBoost Algorithm with Linear Weak Classifiers

Burduk, Robert and Bożejko, Wojciech and Zacher, Szymon

Lecture Notes in Computer Science, 2020

Weighted Scoring in Geometric Space for Decision Tree Ensemble

Biedrzycki, Jedrzej and Burduk, Robert

IEEE Access, 2020

Modified Score Function and Linear Weak Classifiers in LogitBoost Algorithm

Burduk, Robert and Bozejko, Wojciech

Advances in Intelligent Systems and Computing, 2019

Gentle AdaBoost Algorithm with Score Function Dependent on the Distance to Decision Boundary

Burduk, Robert and Bozejko, Wojciech

Lecture Notes in Computer Science, 2019

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

Advances in Intelligent Systems and Computing, 2018

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

Advances in Intelligent Systems and Computing, 2016