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)

The Frequentistic and Bayesian quantile estimation for the maxima of sea levels. - Marcin Dudzinski; Konrad Furmanczyk (Model. Assist. Stat. Appl., 2014)

Archimedean copulas with applications to VaR estimation. - Konrad Furmanczyk (Stat. Methods Appl., 2016)

Competitive Detector of Changes with a Statistical Test. - Leszek J. Chmielewski; Konrad Furmanczyk; Arkadiusz Orlowski (CORES, 2017)

Combined change detector based on competitive filters and statistical tests. - Leszek J. Chmielewski; Konrad Furmanczyk; Arkadiusz Orlowski (APPIS, 2019)

Prediction and Variable Selection in High-Dimensional Misspecified Binary Classification. - Konrad Furmanczyk; Wojciech Rejchel (Entropy, 2020)

Some Proposal of the High Dimensional PU Learning Classification Procedure. - Konrad Furmanczyk; Marcin Dudzinski; Diana Dziewa-Dawidczyk (ICCS (3), 2021)

Classification Methods Based on Fitting Logistic Regression to Positive and Unlabeled Data. - Konrad Furmanczyk; Kacper Paczutkowski; Marcin Dudzinski; Diana Dziewa-Dawidczyk (ICCS (1), 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)

Double Logistic Regression Approach to Biased Positive-Unlabeled Data. - Konrad Furmanczyk; Jan Mielniczuk; Wojciech Rejchel; Pawel Teisseyre (ECAI, 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., 2023)

Verifying the Selected Completely at Random Assumption in Positive-Unlabeled Learning. - Pawel Teisseyre; Konrad Furmanczyk; Jan Mielniczuk (ECAI, 2024)

Network Model with Application to Allergy Diseases. - Konrad Furmanczyk; Wojciech Niemiro; Mariola Chrzanowska; Marta Zalewska (ICCS (4), 2024)

Positive Unlabeled Classification Methods with Logistic Regression Revisited: An Evaluation of Optimization Techniques. - Kacper Paczutkowski; Konrad Furmanczyk (MDAI, 2025)