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Rafal Niemiec

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Journal Articles

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2023
[j2]
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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): 223-239 (2023)
2021
[j1]
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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): 124-137 (2021)

Conference and Workshop Papers

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2020
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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: 387-396
[c10]
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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: 72-83
[c9]
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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: 1803-1812
2019
[c8]
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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: 451-462
[c7]
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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: 376-385
[c6]
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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: 167-178
[c5]
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Janusz A. Starzyk, Rafal Niemiec, Adrian Horzyk:
Feature Significance in Wide Neural Networks. SSCI 2019: 909-916
2018
[c4]
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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: 84-94
[c3]
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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: 301-310
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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: 324-335
[c1]
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Zdzislaw S. Hippe, Rafal Niemiec:
New Challenges for Information Technologies in Medicine: Big Data Analysis? ITIB 2018: 518-524

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