Robert Burduk

93 papers C 5Misc 2Journal 25Unranked 50
YearRankTypeTitle / Venue / Authors
2025 J jnl
Short- and medium-term horizon photovoltaic power forecasting based on terrestrial solar radiation features.
Eng. Appl. Artif. Intell.
Pawel Parczyk, Robert Burduk
2024 — conf
End-to-end Solution for Tenebrio Molitor Rearing Monitoring with Uncertainty Estimation and Domain Shift Detection.
CVPR Workshops
Pawel Majewski, Piotr Lampa, Robert Burduk, Jacek Reiner
2024 J jnl
Ensemble of classifiers based on score function defined by clusters and decision boundary of linear base learners.
Knowl. Based Syst.
Pawel Trajdos, Robert Burduk
2024 — conf
Improved Pest Detection in Insect Larvae Rearing with Pseudo-Labelling and Spatio-Temporal Masking.
VISIGRAPP (2): VISAPP
Pawel Majewski, Piotr Lampa, Robert Burduk, Jacek Reiner
2024 J jnl
Monitoring the growth of insect larvae using a regression convolutional neural network and knowledge transfer.
Eng. Appl. Artif. Intell.
Pawel Majewski, Mariusz Mrzyglód, Piotr Lampa, Robert Burduk, Jacek Reiner
2024 — conf
On the classification of weather based on the production of photovoltaic installations.
ICDM (Workshops)
Pawel Parczyk, Tobiasz Puslecki, Robert Burduk
2024 — conf
Optimisation of Battery Energy Storage Systems Capacity for Purpose to Reduce Energy Cost.
CISIM
Pawel Parczyk, Robert Burduk
2023 — conf
Battery Management System for Polish Hybrid Residential Photovoltaic Power Plants.
CORES/IP&C
Pawel Parczyk, Robert Burduk
2023 — conf
Combining Linear Classifiers Using Score Function Based on Distance to Decision Boundary.
ICAISC (2)
Pawel Trajdos, Robert Burduk, Andrzej Kasprzak
2023 — conf
Mixing Augmentation and Knowledge-Based Techniques in Unsupervised Domain Adaptation for Segmentation of Edible Insect States.
VISIGRAPP (5: VISAPP)
Pawel Majewski, Piotr Lampa, Robert Burduk, Jacek Reiner
2023 J jnl
Prediction of the remaining time of the foraging activity of honey bees using spatio-temporal correction and periodic model re-fitting.
Comput. Electron. Agric.
Pawel Majewski, Piotr Lampa, Robert Burduk, Jacek Reiner
2023 — ed.
Progress on Pattern Classification, Image Processing and Communications - Proceedings of the CORES and IP&C Conferences 2023, Wrocław, Poland.
CORES/IP&C
Robert Burduk, Michal Choras, Rafal Kozik, Pawel Ksieniewicz, Tomasz Marciniak, Pawel Trajdos
2023 — conf
Recall and Selectivity Normalized in Class Labels as a Classification Performance Metric.
ICDM (Workshops)
Robert Burduk
2022 J jnl
Advances and Practical Applications of Deep and Shallow Machine Learning.
J. Univers. Comput. Sci.
Michal Choras, Robert Burduk, Rafal Kozik, Jörg Keller
2022 J jnl
Advances in Computer Recognition, Image Processing and Communications.
Entropy
Michal Choras, Robert Burduk, Agata Gielczyk, Rafal Kozik, Tomasz Marciniak
2022 J jnl
Multi-Parameter Predictive Model of Mobile Robot's Battery Discharge for Intelligent Mission Planning in Multi-Robot Systems.
Sensors
Bartosz Poskart, Grzegorz Iskierka, Kamil Krot, Robert Burduk, Pawel Gwizdal, Arkadiusz Gola
2022 J jnl
Probability-driven scoring functions in combining linear classifiers.
J. Univers. Comput. Sci.
Pawel Trajdos, Robert Burduk
2022 — conf
Relearning Ensemble Selection Based on New Generated Features.
ACIIDS (2)
Robert Burduk
2022 J jnl
Subspace-based decision trees integration.
Inf. Sci.
Robert Burduk, Jedrzej Biedrzycki
2021 — conf
Clustering and Weighted Scoring Algorithm Based on Estimating the Number of Clusters.
ICCS (3)
Jakub Klikowski, Robert Burduk
2021 — conf
Distance Metrics in Clustering and Weighted Scoring Algorithm.
CORES/IP&C/ACS
Jakub Klikowski, Robert Burduk
2021 J jnl
Fusion of linear base classifiers in geometric space.
Knowl. Based Syst.
Pawel Ksieniewicz, Pawel Zyblewski, Robert Burduk
2021 J jnl
Linear classifier combination via multiple potential functions.
Pattern Recognit.
Pawel Trajdos, Robert Burduk
2021 J jnl
Probability-driven scoring functions in combining linear classifiers.
CoRR
Pawel Trajdos, Robert Burduk
2021 J jnl
Relearning ensemble selection based on new generated features.
CoRR
Robert Burduk
2020 J jnl
Classification Performance Metric for Imbalance Data Based on Recall and Selectivity Normalized in Class Labels.
CoRR
Robert Burduk
2020 — conf
Clustering and Weighted Scoring in Geometric Space Support Vector Machine Ensemble for Highly Imbalanced Data Classification.
ICCS (4)
Pawel Ksieniewicz, Robert Burduk
2020 J jnl
Combining Linear Classifiers Using Probability-Based Potential Functions.
IEEE Access
Pawel Trajdos, Robert Burduk
2020 J jnl
Decision Tree Integration Using Dynamic Regions of Competence.
Entropy
Jedrzej Biedrzycki, Robert Burduk
2020 — conf
Dynamic Ensemble Selection - Application to Classification of Cutting Tools.
CISIM
Paulina Heda, Izabela Rojek, Robert Burduk
2020 J jnl
Integration of Decision Trees Using Distance to Centroid and to Decision Boundary.
J. Univers. Comput. Sci.
Jedrzej Biedrzycki, Robert Burduk
2020 J jnl
Linear Classifier Combination via Multiple Potential Functions.
CoRR
Pawel Trajdos, Robert Burduk
2020 — conf
Novel Approach to Gentle AdaBoost Algorithm with Linear Weak Classifiers.
ACIIDS (1)
Robert Burduk, Wojciech Bozejko, Szymon Zacher
2020 — ed.
Progress in Computer Recognition Systems, International Conference on Computer Recognition Systems, CORES 2019, Polanica-Zdrój, Poland, 20-22 May, 2019.
CORES
Robert Burduk, Marek Kurzynski, Michal Wozniak
2020 J jnl
Weighted Scoring in Geometric Space for Decision Tree Ensemble.
IEEE Access
Jedrzej Biedrzycki, Robert Burduk
2019 — conf
Combination of Linear Classifiers Using Score Function - Analysis of Possible Combination Strategies.
CORES
Pawel Trajdos, Robert Burduk
2019 J jnl
Combination of linear classifiers using score function - analysis of possible combination strategies.
CoRR
Pawel Trajdos, Robert Burduk
2019 — conf
Gentle AdaBoost Algorithm with Score Function Dependent on the Distance to Decision Boundary.
CISIM
Robert Burduk, Wojciech Bozejko
2019 J jnl
Integration and Selection of Linear SVM Classifiers in Geometric Space.
J. Univers. Comput. Sci.
Robert Burduk, Jedrzej Biedrzycki
2019 — conf
Modified Score Function and Linear Weak Classifiers in LogitBoost Algorithm.
IP&C
Robert Burduk, Wojciech Bozejko
2018 — conf
Integration Base Classifiers in Geometry Space by Harmonic Mean.
ICAISC (1)
Robert Burduk
2018 — conf
Integration of Linear SVM Classifiers in Geometric Space Using the Median.
IP&C
Robert Burduk, Jedrzej Biedrzycki
2018 — ed.
Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017, Polanica Zdroj, Poland, 22-24 May 2017.
CORES
Marek Kurzynski, Michal Wozniak, Robert Burduk
2018 — conf
The Use of Geometric Mean in the Process of Integration of Three Base Classifiers.
CISIM
Robert Burduk, Andrzej Kasprzak
2017 — conf
Classifier Selection for Motor Imagery Brain Computer Interface.
CISIM
Izabela Rejer, Robert Burduk
2017 — conf
Drift Detection Algorithm Using the Discriminant Function of the Base Classifiers.
CORES
Robert Burduk
2017 — conf
Integration Base Classifiers Based on Their Decision Boundary.
ICAISC (2)
Robert Burduk
2017 — conf
The AdaBoost Algorithm with Linear Modification of the Weights.
IP&C
Robert Burduk
2016 — conf
Active Learning Algorithm Using the Discrimination Function of the Base Classifiers.
IP&C
Robert Burduk
2016 — conf
Dynamic Ensemble Selection Using Discriminant Functions and Normalization Between Class Labels - Approach to Binary Classification.
ICAISC (1)
Robert Burduk, Paulina Baczynska
2016 — conf
Ensemble of Classifiers with Modification of Confidence Values.
CISIM
Robert Burduk, Paulina Baczynska
2016 — conf
Homogeneous Ensemble Selection - Experimental Studies.
ACS
Robert Burduk, Paulina Heda
2016 — ed.
Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, Wroclaw, Poland, 25-27 May 2015
CORES
Robert Burduk, Konrad Jackowski, Marek Kurzynski, Michal Wozniak, Andrzej Zolnierek
2015 — conf
Classifier Selection Uses Decision Profiles in Binary Classification Task.
IP&C
Paulina Baczynska, Robert Burduk
2015 — conf
Discriminant Function Selection in Binary Classification Task.
CORES
Robert Burduk
2015 C conf
Ensemble Selection Based on Discriminant Functions in Binary Classification Task.
IDEAL
Paulina Baczynska, Robert Burduk
2015 C ed.
Intelligent Data Engineering and Automated Learning - IDEAL 2015 - 16th International Conference Wroclaw, Poland, October 14-16, 2015, Proceedings
IDEAL
Konrad Jackowski, Robert Burduk, Krzysztof Walkowiak, Michal Wozniak, Hujun Yin
2015 — conf
Static Classifier Selection with Interval Weights of Base Classifiers.
ACIIDS (1)
Robert Burduk, Krzysztof Walkowiak
2014 — conf
Method of Static Classifiers Selection Using the Weights of Base Classifiers.
ACS
Robert Burduk
2014 — conf
The AdaBoost Algorithm with the Imprecision Determine the Weights of the Observations.
ACIIDS (2)
Robert Burduk
2013 J jnl
Classifier fusion with interval-valued weights.
Pattern Recognit. Lett.
Robert Burduk
2013 Misc conf
Construction of Sequential Classifier Based on Broken Stick Model.
HAIS
Robert Burduk, Pawel Trajdos
2013 — conf
Construction of Sequential Classifier Based on MacArthur's Overlapping Niches Model.
IP&C
Robert Burduk, Pawel Trajdos
2013 — conf
Construction of Sequential Classifier Using Confusion Matrix.
CISIM
Robert Burduk, Pawel Trajdos
2013 — ed.
Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, Milkow, Poland, 27-29 May 2013
CORES
Robert Burduk, Konrad Jackowski, Marek Kurzynski, Michal Wozniak, Andrzej Zolnierek
2013 — conf
The Method of Improving the Structure of the Decision Tree Given by the Experts.
CORES
Robert Burduk
2012 — conf
Comparison of Cost for Zero-One and Stage-Dependent Fuzzy Loss Function.
ACIIDS (1)
Robert Burduk
2012 — conf
Decomposition of Classification Task with Selection of Classifiers on the Medical Diagnosis Example.
HAIS (2)
Robert Burduk, Marcin Zmyslony
2012 J jnl
Imprecise information in Bayes classifier.
Pattern Anal. Appl.
Robert Burduk
2012 C conf
New AdaBoost Algorithm Based on Interval-Valued Fuzzy Sets.
IDEAL
Robert Burduk
2012 — conf
On the Bounds on Optimal Bayes Error in the Task of Multiple Data Sources.
IP&C
Robert Burduk
2012 — conf
Recognition Task with Feature Selection and Weighted Majority Voting Based on Interval-Valued Fuzzy Sets.
ICCCI (1)
Robert Burduk
2011 — book
Computer Recognition Systems 4
Robert Burduk, Marek Kurzynski, Michal Wozniak, Andrzej Zolnierek
2011 — conf
Costs-Sensitive Classification in Multistage Classifier with Fuzzy Observations of Object Features.
HAIS (2)
Robert Burduk
2011 — conf
Costs-Sensitive Classification in Two-Stage Binary Classifier.
IP&C
Robert Burduk, Andrzej Kasprzak
2011 — conf
Estimations of the Error in Bayes Classifier with Fuzzy Observations.
ICCCI (1)
Robert Burduk
2011 — ch.
Some Properties of Binary Classifier with Fuzzy-Valued Loss Function.
Computer Recognition Systems 4
Robert Burduk
2010 — conf
A Partition of Feature Space Based on Information Energy in Classification with Fuzzy Observations.
IP&C
Robert Burduk
2010 J jnl
Classification error in Bayes multistage recognition task with fuzzy observations.
Pattern Anal. Appl.
Robert Burduk
2010 — conf
Randomness and Fuzziness in Bayes Multistage Classifier.
HAIS (1)
Robert Burduk
2010 C conf
Some characteristics of an error in the two-class problem with fuzzy observations.
ISDA
Robert Burduk
2009 — conf
Bayes Multistage Classifier and Boosted C4.5 Algorithm in Acute Abdominal Pain Diagnosis.
ICMMI
Robert Burduk, Michal Wozniak
2009 C conf
Interval-Valued Fuzzy Observations in Bayes Classifier.
IDEAL
Robert Burduk
2009 — ch.
Intuitionistic Fuzzy Observations in Local Optimal Hierarchical Classifier.
Computer Recognition Systems 3
Robert Burduk
2009 — conf
Probability Error in Bayes Optimal Classifier with Intuitionistic Fuzzy Observations.
ICIAR
Robert Burduk
2009 Misc conf
Probability Error in Global Optimal Hierarchical Classifier with Intuitionistic Fuzzy Observations.
HAIS
Robert Burduk
2008 — ch.
Classification Accuracy in Local Optimal Strategy of Multistage Recognition with Fuzzy Data.
Computer Recognition Systems 2
Robert Burduk
2008 — ch.
Possibility of Use a Fuzzy Loss Function in Medical Diagnostics.
Information Technologies in Biomedicine
Robert Burduk
2008 — ch.
Stage-Dependent Fuzzy-valued Loss Function in Two-Stage Binary Classifier.
Innovations in Hybrid Intelligent Systems
Robert Burduk
2007 — conf
Fuzzy Data in Local Optimal Strategy of Multistage Recognition.
CISIM
Robert Burduk
2006 J jnl
Two-stage binary classifier with fuzzy-valued loss function.
Pattern Anal. Appl.
Robert Burduk, Marek Kurzynski
2005 — conf
Probability of Misclassification in Bayesian Hierarchical Classifier.
Intelligent Information Systems
Robert Burduk
2005 — conf
Selection of Fuzzy-Valued Loss Function in Two Stage Binary Classifier.
CORES
Robert Burduk