Konrad Furmanczyk

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 11

Top Topics

Logistic Regression

Variable Selection

Classification Procedure

Top Venues

J. Comput. Sci.

Publications

Pawel Teisseyre, Konrad Furmanczyk, Jan Mielniczuk
Verifying the Selected Completely at Random Assumption in Positive-Unlabeled Learning. CoRR (2024)
Konrad Furmanczyk, Wojciech Niemiro, Mariola Chrzanowska, Marta Zalewska
Network Model with Application to Allergy Diseases. ICCS (4) (2024)
Konrad Furmanczyk, Kacper Paczutkowski, Marcin Dudzinski, Diana Dziewa-Dawidczyk
Classification and feature selection methods based on fitting logistic regression to PU data. J. Comput. Sci. 72 (2023)
Konrad Furmanczyk, Jan Mielniczuk, Wojciech Rejchel, Pawel Teisseyre
Double Logistic Regression Approach to Biased Positive-Unlabeled Data. ECAI (2023)
Konrad Furmanczyk, Jan Mielniczuk, Wojciech Rejchel, Pawel Teisseyre
Joint estimation of posterior probability and propensity score function for positive and unlabelled data. CoRR (2022)
Konrad Furmanczyk, Kacper Paczutkowski, Marcin Dudzinski, Diana Dziewa-Dawidczyk
Classification Methods Based on Fitting Logistic Regression to Positive and Unlabeled Data. ICCS (1) (2022)
Konrad Furmanczyk, Marcin Dudzinski, Diana Dziewa-Dawidczyk
Some Proposal of the High Dimensional PU Learning Classification Procedure. ICCS (3) (2021)
Konrad Furmanczyk, Wojciech Rejchel
Prediction and Variable Selection in High-Dimensional Misspecified Binary Classification. Entropy 22 (5) (2020)
Leszek J. Chmielewski, Konrad Furmanczyk, Arkadiusz Orlowski
Combined change detector based on competitive filters and statistical tests. APPIS (2019)
Leszek J. Chmielewski, Konrad Furmanczyk, Arkadiusz Orlowski
Competitive Detector of Changes with a Statistical Test. CORES (2017)
Konrad Furmanczyk
Archimedean copulas with applications to VaR estimation. Stat. Methods Appl. 25 (2) (2016)
Marcin Dudzinski, Konrad Furmanczyk
The Frequentistic and Bayesian quantile estimation for the maxima of sea levels. Model. Assist. Stat. Appl. 9 (4) (2014)
Marta Zalewska, Konrad Furmanczyk, Stanislaw Jaworski, Wojciech Niemiro, Boleslaw Samolinski
The Prevalence of Asthma and Declared Asthma in Poland on the Basis of ECAP Survey Using Correspondence Analysis. Comput. Math. Methods Medicine 2013 (2013)