Patrick G. Clark

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 31

Top Topics

Incomplete Data

Missing Attribute Values

Bayes Classifier

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)
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)
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)
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)
Patrick G. Clark, Arvin Agah
Firewall Policy Diagram: Structures for Firewall Behavior Comprehension. Int. J. Netw. Secur. 17 (2) (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)
Patrick G. Clark, Arvin Agah
Modeling Firewalls for Behavior Analysis. SCSE (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)
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)
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)
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)
Patrick G. Clark, Jerzy W. Grzymala-Busse
Experiments on rule induction from incomplete data using three probabilistic approximations. GrC (2012)
Patrick G. Clark, Jerzy W. Grzymala-Busse
Experiments on probabilistic approximations. GrC (2011)
Patrick G. Clark, Arvin Agah, Gerhard W. Cibis
Applied Artificial Intelligence Techniques for Identifying the Lazy Eye Vision Disorder. J. Intell. Syst. 20 (2) (2011)