Krzysztof Ropiak

Łukasiewicz Research Network - Industrial Institute of Agricultural Engineering — Poland

Computer Science · Physical Sciences

4h-index44citations15works0.32yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Rough Sets and Fuzzy Logic(10), Data Mining Algorithms and Applications(8), Statistical and Computational Modeling(4), Fuzzy Logic and Control Systems(3), Consumer Market Behavior and Pricing(2)

Publications15 total

Different Approaches for Customer Lifetime Value in e-Book Subscription Domain
Lecture notes in computer science·2025
Bag of Activities for Customer Churn Prediction in e-Book Subscription Domain
Communications in computer and information science·2024
Named Entity Recognition Model for Polish Books
Lecture notes in computer science·2024
Predicting Children's Myopia Risk: A Monte Carlo Approach to Compare the Performance of Machine Learning Models
2024· 1 citedOpen Access
Improving the credibility of the extracted position from a vast collection of job offers with machine learning ensemble methods
Technical Sciences·2023Open Access
A Novel Ensemble Model - The Random Granular Reflections
Fundamenta Informaticae·2021· 5 cited
On a Hybridization of Deep Learning and Rough Set Based Granular Computing
Algorithms·2020· 12 citedOpen Access
On Granular Rough Computing: Handling Missing Values by Means of Homogeneous Granulation
Computers·2020· 2 citedOpen Access
Random Forests and Homogeneous Granulation
Communications in computer and information science·2020· 4 cited
Homogenous Granulation and Its Epsilon Variant
Computers·2019· 3 citedOpen Access
Robot Localization in the Magnetic Unstable Environment
2019 Third IEEE International Conference on Robotic Computing (IRC)·2019· 3 cited
Rules from Granules vs. Granulated Rules (short paper).
CS&P·2019
Missing Values Absorption Based on Homogenous Granulation
Communications in computer and information science·2019· 2 cited
A Study in Granular Computing: Homogenous Granulation
Communications in computer and information science·2018· 7 cited
On Granular Rough Computing: Epsilon Homogenous Granulation
Lecture notes in computer science·2018· 5 cited

Frequent Co-authors

Piotr Artiemjew(10), Paweł Drozda(4), Łukasz Mozalewski(2), Mikołaj Małaczyński(2), Mateusz Frukacz(2), Radosław Cybulski(1), Mohammad Hassan Emamian(1), Andrzej Grzybowski(1), Andrzej Jankowski(1), Carla Lança(1), Shiva Mehravaran(1), Marcin Młyński(1), Cezary Morawski(1), Klaus Nordhausen(1), Olavi Pärssinen(1), Krzysztof Sopyła(1), Urszula Witkowska(1), Małgorzata Sieniewicz(1), Sebastian Jankowski(1), Bartosz A. Nowak(1)