Konrad Furmanczyk

According to our database, Konrad Furmanczyk authored at least 13 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Network Model with Application to Allergy Diseases.

Konrad Furmanczyk, Wojciech Niemiro, Mariola Chrzanowska, Marta Zalewska

Proceedings of the Computational Science - ICCS 2024, 2024

Verifying the Selected Completely at Random Assumption in Positive-Unlabeled Learning.

Pawel Teisseyre, Konrad Furmanczyk, Jan Mielniczuk

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

Classification and feature selection methods based on fitting logistic regression to PU data.

Konrad Furmanczyk, Kacper Paczutkowski, Marcin Dudzinski, Diana Dziewa-Dawidczyk

J. Comput. Sci., September, 2023

Double Logistic Regression Approach to Biased Positive-Unlabeled Data.

Konrad Furmanczyk, Jan Mielniczuk, Wojciech Rejchel, Pawel Teisseyre

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022

Joint estimation of posterior probability and propensity score function for positive and unlabelled data.

Konrad Furmanczyk, Jan Mielniczuk, Wojciech Rejchel, Pawel Teisseyre

CoRR, 2022

Classification Methods Based on Fitting Logistic Regression to Positive and Unlabeled Data.

Konrad Furmanczyk, Kacper Paczutkowski, Marcin Dudzinski, Diana Dziewa-Dawidczyk

Proceedings of the Computational Science - ICCS 2022, 2022

2021

Some Proposal of the High Dimensional PU Learning Classification Procedure.

Konrad Furmanczyk, Marcin Dudzinski, Diana Dziewa-Dawidczyk

Proceedings of the Computational Science - ICCS 2021, 2021

2020

Prediction and Variable Selection in High-Dimensional Misspecified Binary Classification.

Konrad Furmanczyk, Wojciech Rejchel

Entropy, 2020

2019

Combined change detector based on competitive filters and statistical tests.

Leszek J. Chmielewski, Konrad Furmanczyk, Arkadiusz Orlowski

Proceedings of the 2nd International Conference on Applications of Intelligent Systems, 2019

2017

Competitive Detector of Changes with a Statistical Test.

Leszek J. Chmielewski, Konrad Furmanczyk, Arkadiusz Orlowski

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

2016

Archimedean copulas with applications to VaR estimation.

Konrad Furmanczyk

Stat. Methods Appl., 2016

2014

The Frequentistic and Bayesian quantile estimation for the maxima of sea levels.

Marcin Dudzinski, Konrad Furmanczyk

Model. Assist. Stat. Appl., 2014

2013

The Prevalence of Asthma and Declared Asthma in Poland on the Basis of ECAP Survey Using Correspondence Analysis.

Marta Zalewska, Konrad Furmanczyk, Stanislaw Jaworski, Wojciech Niemiro, Boleslaw Samolinski

Comput. Math. Methods Medicine, 2013