| 2023 | KES | Complexity of Rule Sets Mined from Incomplete Data Using Probabilistic Approximations Based on Characteristic Sets. | Teresa Mroczek, Patrick G. Clark, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe |
| 2020 | HAIS | Global and Saturated Probabilistic Approximations Based on Generalized Maximal Consistent Blocks. | Patrick G. Clark, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe, Teresa Mroczek, Rafal Niemiec |
| 2020 | KES | Complexity of Rule Sets Mined from Incomplete Data Using Probabilistic Approximations Based on Generalized Maximal Consistent Blocks. | Patrick G. Clark, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe, Teresa Mroczek, Rafal Niemiec |
| 2019 | ISDA | Complexity of Rule Sets Induced from Data with Many Lost Values and "Do Not Care" Conditions. | Patrick G. Clark, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe, Teresa Mroczek, Rafal Niemiec |
| 2018 | HAIS | Complexity of Rule Sets in Mining Incomplete Data Using Characteristic Sets and Generalized Maximal Consistent Blocks. | Patrick G. Clark, Cheng Gao, Jerzy W. Grzymala-Busse, Teresa Mroczek, Rafal Niemiec |
| 2018 | ICAISC | Complexity of Rule Sets Induced by Characteristic Sets and Generalized Maximal Consistent Blocks. | Patrick G. Clark, Cheng Gao, Jerzy W. Grzymala-Busse, Teresa Mroczek, Rafal Niemiec |
| 2018 | ICNC | Mining incomplete numerical data sets using C4.5 preceded by Multiple Scanning. | Cheng Gao, Jerzy W. Grzymala-Busse |
| 2018 | IPMU | A Comparison of Characteristic Sets and Generalized Maximal Consistent Blocks in Mining Incomplete Data. | Patrick G. Clark, Cheng Gao, Jerzy W. Grzymala-Busse, Teresa Mroczek |
| 2017 | ICAISC | Complexity of Rule Sets Induced by Two Versions of the MLEM2 Rule Induction Algorithm. | Patrick G. Clark, Cheng Gao, Jerzy W. Grzymala-Busse |
| 2017 | ISMIS | A Comparison of Four Classification Systems Using Rule Sets Induced from Incomplete Data Sets by Local Probabilistic Approximations. | Patrick G. Clark, Cheng Gao, Jerzy W. Grzymala-Busse |
| 2016 | ICAISC | Complexity of Rule Sets Induced from Data Sets with Many Lost and Attribute-Concept Values. | Patrick G. Clark, Cheng Gao, Jerzy W. Grzymala-Busse |
| 2016 | KES | Definability in Mining Incomplete Data. | Jerzy W. Grzymala-Busse, Teresa Mroczek |
| 2014 | DATA | Complexity of Rule Sets Induced from Incomplete Data with Attribute-concept Values and "Do Not Care" Conditions. | Patrick G. Clark, Jerzy W. Grzymala-Busse |
| 2014 | GRC | Mining incomplete data with lost values and attribute-concept values. | Patrick G. Clark, Jerzy W. Grzymala-Busse |
| 2014 | HAIS | Mining Incomplete Data with Attribute-Concept Values and "Do Not Care" Conditions. | Patrick G. Clark, Jerzy W. Grzymala-Busse |
| 2014 | IPMU | Complexity of Rule Sets Induced from Incomplete Data Sets Using Global Probabilistic Approximations. | Patrick G. Clark, Jerzy W. Grzymala-Busse |
| 2013 | DATA | Consistency of Incomplete Data. | Patrick G. Clark, Jerzy W. Grzymala-Busse |
| 2013 | GRC | A Comparison of global and local probabilistic approximations in mining data with many missing attribute values. | Patrick G. Clark, Jerzy W. Grzymala-Busse |
| 2013 | HSI | Generalized probabilistic approximations. | Jerzy W. Grzymala-Busse |
| 2012 | GRC | Experiments on rule induction from incomplete data using three probabilistic approximations. | Patrick G. Clark, Jerzy W. Grzymala-Busse |
| 2012 | IPMU | An Empirical Comparison of Rule Induction Using Feature Selection with the LEM2 Algorithm. | Jerzy W. Grzymala-Busse |
| 2012 | ISMIS | Local Probabilistic Approximations for Incomplete Data. | Patrick G. Clark, Jerzy W. Grzymala-Busse, Martin Kuehnhausen |
| 2011 | GRC | Experiments on probabilistic approximations. | Patrick G. Clark, Jerzy W. Grzymala-Busse |
| 2011 | GRC | Mining data with numerical attributes and missing attribute values - A rough set approach. | Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe |
| 2011 | ISMIS | A Comparison of Some Rough Set Approaches to Mining Symbolic Data with Missing Attribute Values. | Jerzy W. Grzymala-Busse |
| 2010 | GRC | Mining Inconsistent Data with the Bagged MLEM2 Rule Induction Algorithm. | Clinton Cohagan, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe |
| 2010 | GRC | Selected Topics of Data Mining. | Jerzy W. Grzymala-Busse |
| 2010 | HIS | A comparison of positive, boundary, and possible rules using the MLEM2 rule induction algorithm. | Jerzy W. Grzymala-Busse, Shantan R. Marepally, Yiyu Yao |
| 2010 | ICAISC | Sensitivity and Specificity for Mining Data with Increased Incompleteness. | Jerzy W. Grzymala-Busse, Shantan R. Marepally |
| 2010 | IDEAL | A Comparison of Three Voting Methods for Bagging with the MLEM2 Algorithm. | Clinton Cohagan, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe |
| 2009 | IDEAL | Local Approximations. | Jerzy W. Grzymala-Busse, Wojciech Rzasa |
| 2009 | ISMIS | A Multiple Scanning Strategy for Entropy Based Discretization. | Jerzy W. Grzymala-Busse |
| 2008 | ICSoft | Improving Quality of Rule Sets by Increasing Incompleteness of Data Sets - A Rough Set Approach. | Jerzy W. Grzymala-Busse, Witold J. Grzymala-Busse |
| 2008 | ICSoft | Increasing Data Set Incompleteness May Improve Rule Set Quality. | Jerzy W. Grzymala-Busse, Witold J. Grzymala-Busse |
| 2007 | GRC | Predicting Penetration Across the Blood-Brain Barrier - A Rough Set Approach. | Jianwen Fang, Jerzy W. Grzymala-Busse |
| 2007 | GRC | A Comparison of Three Approximation Strategies for Incomplete Data Sets. | Jerzy W. Grzymala-Busse, Witold J. Grzymala-Busse, Zdzislaw S. Hippe, Wojciech Rzasa |
| 2006 | GRC | A comparison of two partial matching strategies for classification of unseen cases. | Jerzy W. Grzymala-Busse, Gustavo P. Sudre |
| 2006 | ICAISC | Leukemia Prediction from Gene Expression Data-A Rough Set Approach. | Jianwen Fang, Jerzy W. Grzymala-Busse |
| 2005 | CBMS | Data Mining Methods Supporting Diagnosis of Melanoma. | Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe |
| 2005 | HIS | Data Mining Experiments on Hop Processing Data. | Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe, Teresa Mroczek, Edward Rj, Boleslaw Skowronski |
| 2005 | ISDA | Data Mining Analysis of Granular Bed Caking during Hop Extraction. | Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe, Teresa Mroczek, Edward Rj, Boleslaw Skowronski |
| 2004 | ICAISC | Rough Set Approach to Incomplete Data. | Jerzy W. Grzymala-Busse |
| 2004 | ICAISC | Diagnosis of Melanoma Using IRIM, a Data Mining System. | Jerzy W. Grzymala-Busse, Jay Hamilton, Zdzislaw S. Hippe |
| 2004 | KES | A Comparison of Two Approaches to Data Mining from Imbalanced Data. | Jerzy W. Grzymala-Busse, Jerzy Stefanowski, Szymon Wilk |
| 2003 | HIS | Diagnosis of Melanoma Based on Data Mining and ABCD Formulars. | Stanislaw Bajcar, Jerzy W. Grzymala-Busse, Witold J. Grzymala-Busse, Zdzislaw S. Hippe |
| 2002 | COMPSAC | Postprocessing of Rule Sets Induced from a Melanoma Data Set. | Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe |
| 2001 | CBMS | Analyzing the Relation between Heart Rate, Problem Behavior, and Environmental Events Using Data Mining System LERS. | Rachel L. Freeman, Jerzy W. Grzymala-Busse, Laura A. Riffel, Stephen R. Schroeder |
| 2001 | CBMS | Using Rule Induction for Prediction of Self-Injuring Behavior in Animal Models of Development Disabilities. | Pippa S. Loupe, Rachel L. Freeman, Jerzy W. Grzymala-Busse, Stephen R. Schroeder |
| 2001 | COMPSAC | Melanoma Prediction Using Data Mining System LERS. | Jan P. Grzymala-Busse, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe |
| 2000 | ISMIS | A Comparison of Rule Matching Methods Used in AQ15 and LERS. | Jerzy W. Grzymala-Busse, Pankaj Shah |
| 1999 | ISMIS | Preterm Birth Risk Assessed by a New Method of Classifikation Using Selective Partial Matching. | Jerzy W. Grzymala-Busse, Linda K. Goodwin, Xiaohui Zhang |
| 1997 | ISMIS | A Machine Learning Experiment to Determine Part of Speech from Word-Endings. | Jerzy W. Grzymala-Busse, L. John Old |
| 1993 | ICCI | Artificial Intelligence - Introduction. | Jerzy W. Grzymala-Busse |
| 1991 | ISMIS | On the Unknown Attribute Values in Learning from Examples. | Jerzy W. Grzymala-Busse |
| 1987 | ISMIS | Learning from Examples based on Rough Multisets. | Jerzy W. Grzymala-Busse |
| 1986 | ISMIS | Algebraic properties of knowledge representation systems. | Jerzy W. Grzymala-Busse |
| 1986 | SIGCOMM | Tier automation representation of communication protocols. | Zamir Bavel, Jerzy W. Grzymala-Busse, Yen-Teh Hsia, Rodolfo Mancisidor-Landa |
| 1975 | GI | Problems of the Change of Operating Time of Finite Automata. | Jerzy W. Grzymala-Busse |
| 1975 | MFCS | On the Set of All Automata with the Same Monoid of Endomorphisms. | Jerzy W. Grzymala-Busse |
| 1974 | MFCS | On the Periodic Sum and Extensions of Finite Automata. | Jerzy W. Grzymala-Busse |
| 1973 | GI | On the Problem of Automata Set Representation. | Jerzy W. Grzymala-Busse |
| 1973 | MFCS | On the Connectivity of the Periodic Sum of Automata. | Jerzy W. Grzymala-Busse |