Jerzy W. Grzymala-Busse

ORCID

Publication Activity (10 Years)

Years Active: 1969-2024
Publications (10 Years): 30

Top Venues

Publications

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)
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)
Cheng Gao, Jerzy W. Grzymala-Busse
Mining incomplete numerical data sets using C4.5 preceded by Multiple Scanning. ICNC-FSKD (2018)
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
A Comparison of Mining Incomplete and Inconsistent Data. Inf. Technol. Control. 46 (2) (2017)
Patrick G. Clark, Cheng Gao, Jerzy W. Grzymala-Busse
Complexity of Rule Sets Induced by Two Versions of the MLEM2 Rule Induction Algorithm. ICAISC (2) (2017)
Patrick G. Clark, Cheng Gao, Jerzy W. Grzymala-Busse
MLEM2 Rule Induction Algorithm with Multiple Scanning Discretization. KES-IDT (1) (2017)
Patrick G. Clark, Cheng Gao, Jerzy W. Grzymala-Busse
A Comparison of Four Classification Systems Using Rule Sets Induced from Incomplete Data Sets by Local Probabilistic Approximations. ISMIS (2017)
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)
Patrick G. Clark, Cheng Gao, Jerzy W. Grzymala-Busse
Rule Set Complexity for Incomplete Data Sets with Many Attribute-Concept Values and "Do Not Care" Conditions. IJCRS (2016)
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)
Patrick G. Clark, Jerzy W. Grzymala-Busse, Wojciech Rzasa
A comparison of two MLEM2 rule induction algorithms extended to probabilistic approximations. J. Intell. Inf. Syst. 47 (3) (2016)
Patrick G. Clark, Cheng Gao, Jerzy W. Grzymala-Busse
Complexity of Rule Sets Induced from Data Sets with Many Lost and Attribute-Concept Values. ICAISC (2) (2016)
Patrick G. Clark, Cheng Gao, Jerzy W. Grzymala-Busse
A Comparison of Mining Incomplete and Inconsistent Data. ICIST (2016)
Patrick G. Clark, Jerzy W. Grzymala-Busse
Mining Incomplete Data with Many Lost and Attribute-Concept Values. RSKT (2015)
Patrick G. Clark, Jerzy W. Grzymala-Busse
On the Number of Rules and Conditions in Mining Data with Attribute-Concept Values and "Do Not Care" Conditions. PReMI (2015)
Jerzy W. Grzymala-Busse
A Rough Set Approach to Incomplete Data. RSKT (2015)
Jerzy W. Grzymala-Busse, Teresa Mroczek
A Comparison of Two Approaches to Discretization: Multiple Scanning and C4.5. PReMI (2015)
Patrick G. Clark, Jerzy W. Grzymala-Busse, Wojciech Rzasa
Consistency of incomplete data. Inf. Sci. 322 (2015)
Patrick G. Clark, Jerzy W. Grzymala-Busse
Mining incomplete data with many attribute-concept values and "do not care" conditions. IEEE BigData (2015)
Jerzy W. Grzymala-Busse, Patrick G. Clark, Martin Kuehnhausen
Generalized probabilistic approximations of incomplete data. Int. J. Approx. Reason. 55 (1) (2014)
Patrick G. Clark, Jerzy W. Grzymala-Busse
Complexity of Rule Sets Induced from Incomplete Data with Attribute-concept Values and "Do Not Care" Conditions. DATA (2014)
Patrick G. Clark, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe
An Analysis of Probabilistic Approximations for Rule Induction from Incomplete Data Sets. Fundam. Informaticae 132 (3) (2014)
Patrick G. Clark, Jerzy W. Grzymala-Busse
A Comparison of Two Versions of the MLEM2 Rule Induction Algorithm Extended to Probabilistic Approximations. RSCTC (2014)
Patrick G. Clark, Jerzy W. Grzymala-Busse
Complexity of Rule Sets Induced from Incomplete Data Sets Using Global Probabilistic Approximations. IPMU (1) (2014)
Patrick G. Clark, Jerzy W. Grzymala-Busse, Wojciech Rzasa
Mining incomplete data with singleton, subset and concept probabilistic approximations. Inf. Sci. 280 (2014)
Patrick G. Clark, Jerzy W. Grzymala-Busse
Mining Incomplete Data with Attribute-Concept Values and "Do Not Care" Conditions. HAIS (2014)
Patrick G. Clark, Jerzy W. Grzymala-Busse
Mining incomplete data with lost values and attribute-concept values. GrC (2014)
Patrick G. Clark, Jerzy W. Grzymala-Busse
An Experimental Comparison of Three Probabilistic Approximations Used for Rule Induction. Fundam. Informaticae 127 (1-4) (2013)
Jerzy W. Grzymala-Busse
Generalized probabilistic approximations. HSI (2013)
Patrick G. Clark, Jerzy W. Grzymala-Busse
A Comparison of global and local probabilistic approximations in mining data with many missing attribute values. GrC (2013)
Jerzy W. Grzymala-Busse
Discretization Based on Entropy and Multiple Scanning. Entropy 15 (5) (2013)
Patrick G. Clark, Jerzy W. Grzymala-Busse
An Experimental Comparison of Three Interpretations of Missing Attribute Values Using Probabilistic Approximations. RSFDGrC (2013)
Patrick G. Clark, Jerzy W. Grzymala-Busse, Wojciech Rzasa
Generalizations of Approximations. RSKT (2013)
Patrick G. Clark, Jerzy W. Grzymala-Busse
Consistency of Incomplete Data. DATA (2013)
Jerzy W. Grzymala-Busse
Generalized Probabilistic Approximations. Trans. Rough Sets 16 (2013)
Patrick G. Clark, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe
How Good Are Probabilistic Approximations for Rule Induction from Data with Missing Attribute Values? RSCTC (2012)
Patrick G. Clark, Jerzy W. Grzymala-Busse, Martin Kuehnhausen
Local Probabilistic Approximations for Incomplete Data. ISMIS (2012)
Clinton Cohagan, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe
Experiments on mining inconsistent data with bagging and the MLEM2 rule induction algorithm. Int. J. Granul. Comput. Rough Sets Intell. Syst. 2 (3) (2012)
Patrick G. Clark, Jerzy W. Grzymala-Busse
Experiments on rule induction from incomplete data using three probabilistic approximations. GrC (2012)
Jerzy W. Grzymala-Busse
An Empirical Comparison of Rule Induction Using Feature Selection with the LEM2 Algorithm. IPMU (1) (2012)
Jerzy W. Grzymala-Busse, Yiyu Yao
Probabilistic rule induction with the LERS data mining system. Int. J. Intell. Syst. 26 (6) (2011)
Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe
Mining data with numerical attributes and missing attribute values - A rough set approach. GrC (2011)
Jerzy W. Grzymala-Busse
Generalized Parameterized Approximations. RSKT (2011)
Jerzy W. Grzymala-Busse
A Comparison of Some Rough Set Approaches to Mining Symbolic Data with Missing Attribute Values. ISMIS (2011)
Patrick G. Clark, Jerzy W. Grzymala-Busse
Experiments on probabilistic approximations. GrC (2011)
James F. Peters, Chien-Chung Chan, Jerzy W. Grzymala-Busse, Wojciech Ziarko
Preface: A rough set approach to data mining. Int. J. Intell. Syst. 26 (6) (2011)
Jerzy W. Grzymala-Busse
Mining Incomplete Data - A Rough Set Approach. RSKT (2011)
Clinton Cohagan, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe
A Comparison of Three Voting Methods for Bagging with the MLEM2 Algorithm. IDEAL (2010)
Jerzy W. Grzymala-Busse, Shantan R. Marepally
Sensitivity and Specificity for Mining Data with Increased Incompleteness. ICAISC (1) (2010)
Jerzy W. Grzymala-Busse, Shantan R. Marepally, Yiyu Yao
A comparison of positive, boundary, and possible rules using the MLEM2 rule induction algorithm. HIS (2010)
Jerzy W. Grzymala-Busse
Selected Topics of Data Mining. GrC (2010)
Jerzy W. Grzymala-Busse, Wojciech Rzasa
A Local Version of the MLEM2 Algorithm for Rule Induction. Fundam. Informaticae 100 (1-4) (2010)
Jerzy W. Grzymala-Busse
Rough set and CART approaches to mining incomplete data. SoCPaR (2010)
Jerzy W. Grzymala-Busse, Shantan R. Marepally, Yiyu Yao
An Empirical Comparison of Rule Sets Induced by LERS and Probabilistic Rough Classification. RSCTC (2010)
Clinton Cohagan, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe
Mining Inconsistent Data with the Bagged MLEM2 Rule Induction Algorithm. GrC (2010)
Jerzy W. Grzymala-Busse, Wojciech Rzasa
Definability and Other Properties of Approximations for Generalized Indiscernibility Relations. Trans. Rough Sets 11 (2010)
Jerzy W. Grzymala-Busse
Mining Numerical Data - A Rough Set Approach. Trans. Rough Sets 11 (2010)
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)
Jerzy W. Grzymala-Busse
A Multiple Scanning Strategy for Entropy Based Discretization. ISMIS (2009)
Zdzislaw S. Hippe, Jerzy W. Grzymala-Busse, Lukasz Piatek
Synthesis of Static Medical Images with an Active Shape Model. ICMMI (2009)
Jerzy W. Grzymala-Busse, Wojciech Rzasa
Local Approximations. IDEAL (2009)
Jerzy W. Grzymala-Busse, Wojciech Rzasa
Local and Global Approximations for Incomplete Data. Trans. Rough Sets 8 (2008)
Jerzy W. Grzymala-Busse, Witold J. Grzymala-Busse
Increasing Data Set Incompleteness May Improve Rule Set Quality. ICSOFT (Selected Papers) (2008)
Jerzy W. Grzymala-Busse, Wojciech Rzasa
Approximation Space and LEM2-like Algorithms for Computing Local Coverings. Fundam. Informaticae 85 (1-4) (2008)
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, Yiyu Yao
A Comparison of the LERS Classification System and Rule Management in PRSM. RSCTC (2008)
Jerzy W. Grzymala-Busse, Witold J. Grzymala-Busse
Inducing Better Rule Sets by Adding Missing Attribute Values. RSCTC (2008)
Jerzy W. Grzymala-Busse, Witold J. Grzymala-Busse
Improving Quality of Rule Sets by Increasing Incompleteness of Data Sets - A Rough Set Approach. ICSOFT (PL/DPS/KE) (2008)
Jerzy W. Grzymala-Busse
Mining Numerical Data - A Rough Set Approach. RSEISP (2007)
Jerzy W. Grzymala-Busse, Wojciech Rzasa
Definability of Approximations for a Generalization of the Indiscernibility Relation. FOCI (2007)
Jerzy W. Grzymala-Busse, Witold J. Grzymala-Busse
An Experimental Comparison of Three Rough Set Approaches to Missing Attribute Values. Trans. Rough Sets 6 (2007)
Jianwen Fang, Jerzy W. Grzymala-Busse
Predicting Penetration Across the Blood-Brain Barrier - A Rough Set Approach. GrC (2007)
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, Witold J. Grzymala-Busse, Zdzislaw S. Hippe, Wojciech Rzasa
A Comparison of Three Approximation Strategies for Incomplete Data Sets. GrC (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)
Jianwen Fang, Jerzy W. Grzymala-Busse
Mining Mass Spectrometry Database Search Results - A Rough Set Approach. RSEISP (2007)
Zdzislaw S. Hippe, Jerzy W. Grzymala-Busse, Lukasz Piatek
Randomized Dynamic Generation of Selected Melanocytic Skin Lesion Features. Intelligent Information Systems (2006)
Jerzy W. Grzymala-Busse, Steven Santoso
Experiments on Data with Three Interpretations of Missing Attribute Values - A Rough Set Approach. Intelligent Information Systems (2006)
Jianwen Fang, Jerzy W. Grzymala-Busse
Leukemia Prediction from Gene Expression Data-A Rough Set Approach. ICAISC (2006)
Jerzy W. Grzymala-Busse, Wojciech Rzasa
Local and Global Approximations for Incomplete Data. RSCTC (2006)
Jianwen Fang, Jerzy W. Grzymala-Busse
Mining of MicroRNA Expression Data - A Rough Set Approach. RSKT (2006)
Jerzy W. Grzymala-Busse, Gustavo P. Sudre
A comparison of two partial matching strategies for classification of unseen cases. GrC (2006)
Jerzy W. Grzymala-Busse
A Rough Set Approach to Data with Missing Attribute Values. RSKT (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jerzy W. Grzymala-Busse