Teresa Mroczek

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 25

Top Topics

Incomplete Data

Top Venues

Publications

Teresa Mroczek, Dorota Gil, Barbara Pekala
Fuzzy and rough approach to the problem of missing data in fall detection system. Fuzzy Sets Syst. 480 (2024)
Patrick G. Clark, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe, Teresa Mroczek
Mining incomplete data using global and saturated probabilistic approximations based on characteristic sets and maximal consistent blocks. Inf. Sci. 662 (2024)
Teresa Mroczek, Patrick G. Clark, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe
Complexity of Rule Sets Mined from Incomplete Data Using Probabilistic Approximations Based on Characteristic Sets. KES (2023)
Patrick G. Clark, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe, Teresa Mroczek, Rafal Niemiec
Global and saturated probabilistic approximations based on generalized maximal consistent blocks. Log. J. IGPL 31 (2) (2023)
Teresa Mroczek, Ruoting Zheng
A New Approach to Constructing Maximal Consistent Blocks for Mining Incomplete Data. KES (2022)
Lukasz Piatek, Teresa Mroczek
Analysis and classification of melanocytic skin lesion images. KES (2022)
Barbara Pekala, Teresa Mroczek, Dorota Gil, Michal Kepski
Application of Fuzzy and Rough Logic to Posture Recognition in Fall Detection System. Sensors 22 (4) (2022)
Patrick G. Clark, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe, Teresa Mroczek
Mining Incomplete Data Using Global and Saturated Probabilistic Approximations Based on Characteristic Sets and Maximal Consistent Blocks. IJCRS (2021)
Patrick G. Clark, Cheng Gao, Jerzy W. Grzymala-Busse, Teresa Mroczek, Rafal Niemiec
Complexity of rule sets in mining incomplete data using characteristic sets and generalized maximal consistent blocks. Log. J. IGPL 29 (2) (2021)
Patrick G. Clark, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe, Teresa Mroczek, Rafal Niemiec
Global and Saturated Probabilistic Approximations Based on Generalized Maximal Consistent Blocks. HAIS (2020)
Patrick G. Clark, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe, Teresa Mroczek, Rafal Niemiec
Complexity of Rule Sets Mined from Incomplete Data Using Probabilistic Approximations Based on Generalized Maximal Consistent Blocks. KES (2020)
Patrick G. Clark, Jerzy W. Grzymala-Busse, Teresa Mroczek, Rafal Niemiec
Mining Data with Many Missing Attribute Values Using Global and Saturated Probabilistic Approximations Based on Characteristic Sets. ICIST (2020)
Patrick G. Clark, Jerzy W. Grzymala-Busse, Teresa Mroczek, Rafal Niemiec
Rule Set Complexity in Mining Incomplete Data Using Global and Saturated Probabilistic Approximations. ICIST (2019)
Patrick G. Clark, Jerzy W. Grzymala-Busse, Teresa Mroczek, Rafal Niemiec
Mining Incomplete Data - A Comparison of Concept and New Global Probabilistic Approximations. KES-IDT (1) (2019)
Patrick G. Clark, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe, Teresa Mroczek, Rafal Niemiec
Complexity of Rule Sets Induced from Data with Many Lost Values and "Do Not Care" Conditions. ISDA (2019)
Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe, Teresa Mroczek
Reduced Data Sets and Entropy-Based Discretization. Entropy 21 (11) (2019)
Patrick G. Clark, Cheng Gao, Jerzy W. Grzymala-Busse, Teresa Mroczek
Characteristic sets and generalized maximal consistent blocks in mining incomplete data. Inf. Sci. 453 (2018)
Patrick G. Clark, Cheng Gao, Jerzy W. Grzymala-Busse, Teresa Mroczek, Rafal Niemiec
A Comparison of Concept and Global Probabilistic Approximations Based on Mining Incomplete Data. ICIST (2018)
Jerzy W. Grzymala-Busse, Teresa Mroczek
Merging of Numerical Intervals in Entropy-Based Discretization. Entropy 20 (11) (2018)
Patrick G. Clark, Cheng Gao, Jerzy W. Grzymala-Busse, Teresa Mroczek
A Comparison of Characteristic Sets and Generalized Maximal Consistent Blocks in Mining Incomplete Data. IPMU (2) (2018)
Patrick G. Clark, Cheng Gao, Jerzy W. Grzymala-Busse, Teresa Mroczek, Rafal Niemiec
Complexity of Rule Sets in Mining Incomplete Data Using Characteristic Sets and Generalized Maximal Consistent Blocks. HAIS (2018)
Patrick G. Clark, Cheng Gao, Jerzy W. Grzymala-Busse, Teresa Mroczek, Rafal Niemiec
Complexity of Rule Sets Induced by Characteristic Sets and Generalized Maximal Consistent Blocks. ICAISC (2) (2018)
Patrick G. Clark, Cheng Gao, Jerzy W. Grzymala-Busse, Teresa Mroczek
Characteristic Sets and Generalized Maximal Consistent Blocks in Mining Incomplete Data. IJCRS (1) (2017)
Jerzy W. Grzymala-Busse, Teresa Mroczek
A Comparison of Four Approaches to Discretization Based on Entropy. Entropy 18 (3) (2016)
Jerzy W. Grzymala-Busse, Teresa Mroczek
Definability in Mining Incomplete Data. KES (2016)
Teresa Mroczek, Zdzislaw S. Hippe
Conversion of Belief Networks into Belief Rules: A New Approach. CORES (2015)
Marek Jaszuk, Teresa Mroczek, Barbara Fryc
Data Integration through Clustering and Finding Statistical Relations - Validation of Approach. CS&P (2015)
Jerzy W. Grzymala-Busse, Teresa Mroczek
A Comparison of Two Approaches to Discretization: Multiple Scanning and C4.5. PReMI (2015)
Marek Jaszuk, Teresa Mroczek, Barbara Fryc
Identifying Semantic Classes within Student's Data Using Clustering Technique. DATA (2014)
Teresa Mroczek
A new tool for data analysis using symbolic methods. HSI (2013)
Teresa Mroczek, Krzysztof Pancerz, Jan Warchol
Belief Networks in Classification of Laryngopathies Based on Speech Spectrum Analysis. RSKT (2012)
Jerzy Gomula, Wieslaw Paja, Krzysztof Pancerz, Teresa Mroczek, Mariusz Wrzesien
Experiments with Hybridization and Optimization of the Rules Knowledge Base for Classification of MMPI Profiles. ICDM (2011)
Piotr Blajdo, Zdzislaw S. Hippe, Teresa Mroczek, Jerzy W. Grzymala-Busse, Maksymilian Knap, Lukasz Piatek
An Extended Comparison of Six Approaches to Discretization - A Rough Set Approach. Fundam. Informaticae 94 (2) (2009)
Piotr Blajdo, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe, Maksymilian Knap, Teresa Mroczek, Lukasz Piatek
A Comparison of Six Approaches to Discretization-A Rough Set Perspective. RSKT (2008)
Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe, Agnieszka Kordek, Teresa Mroczek, Wojciech Podraza
Neonatal Infection Diagnosis Using Constructive Induction in Data Mining. RSFDGrC (2007)
Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe, Teresa Mroczek
Deriving Belief Networks and Belief Rules from Data: A Progress Report. Trans. Rough Sets 7 (2007)
Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe, Teresa Mroczek, Edward Rój, Boleslaw Skowronski
Data Mining Analysis of Granular Bed Caking during Hop Extraction. ISDA (2005)
Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe, Teresa Mroczek, Edward Rój, Boleslaw Skowronski
Data Mining Experiments on Hop Processing Data. HIS (2005)
Zdzislaw S. Hippe, Jerzy W. Grzymala-Busse, Piotr Blajdo, Maksymilian Knap, Teresa Mroczek, Wieslaw Paja, Mariusz Wrzesien
Classification of Medical Images in the Domain of Melanoid Skin Lesions. CORES (2005)
Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe, Teresa Mroczek
Belief Rules vs. Decision Rules: A Preliminary Appraisal of the Problem. Intelligent Information Systems (2005)
Teresa Mroczek, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe
Rules from Belief Networks: A Rough Set Approach. Rough Sets and Current Trends in Computing (2004)