Jaroslaw Stepaniuk

According to our database1, Jaroslaw Stepaniuk authored at least 80 papers between 1991 and 2019.

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Bibliography

2019
A rough-granular approach to the imbalanced data classification problem.
Appl. Soft Comput., 2019

Concept Approximation Based on Rough Sets and Judgment.
Proceedings of the Rough Sets - International Joint Conference, 2019

2018
Granular Computing and Parameters Tuning in Imbalanced Data Preprocessing.
Proceedings of the Computer Information Systems and Industrial Management, 2018

2017
Hardware Supported Rule-Based Classification on Big Datasets.
Proceedings of the Rough Sets - International Joint Conference, 2017

Scalable Maximal Discernibility Discretization for Big Data.
Proceedings of the Rough Sets - International Joint Conference, 2017

Rough Sets in Imbalanced Data Problem: Improving Re-sampling Process.
Proceedings of the Computer Information Systems and Industrial Management, 2017

2016
Rough Sets Based LEM2 Rules Generation Supported by FPGA.
Fundam. Inform., 2016

Core for Large Datasets: Rough Sets on FPGA.
Fundam. Inform., 2016

Hardware Supported Rough Sets Based Rules Generation for Big Datasets.
Proceedings of the Computer Information Systems and Industrial Management, 2016

Attribute Reduction Based on MapReduce Model and Discernibility Measure.
Proceedings of the Computer Information Systems and Industrial Management, 2016

Imbalanced Data Classification: A Novel Re-sampling Approach Combining Versatile Improved SMOTE and Rough Sets.
Proceedings of the Computer Information Systems and Industrial Management, 2016

2015
Computation of Cores in Big Datasets: An FPGA Approach.
Proceedings of the Rough Sets and Knowledge Technology - 10th International Conference, 2015

Generating Core Based on Discernibility Measure and MapReduce.
Proceedings of the Pattern Recognition and Machine Intelligence, 2015

2014
FPGA in Rough-Granular Computing: Reduct Generation.
Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

Generating Core in Rough Set Theory: Design and Implementation on FPGA.
Proceedings of the Rough Sets and Intelligent Systems Paradigms, 2014

2013
Hardware Implementations of Rough Set Methods in Programmable Logic Devices.
Proceedings of the Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam, 2013

The First Step Toward Processor for Rough Set Methods.
Fundam. Inform., 2013

Nearness of Visual Objects. Application of Rough Sets in Proximity Spaces.
Fundam. Inform., 2013

FPGA in Rough Set Based Core and Reduct Computation.
Proceedings of the Rough Sets and Knowledge Technology - 8th International Conference, 2013

2012
Modeling rough granular computing based on approximation spaces.
Inf. Sci., 2012

Rough Set Based Reasoning About Changes.
Fundam. Inform., 2012

Rough Derivatives as Dynamic Granules in Rough Granular Calculus.
Proceedings of the Advances on Computational Intelligence, 2012

Nearness of Objects. Approximation Space Model Revisited.
Proceedings of the 21th International Workshop on Concurrency, 2012

2011
Rough Entropy Hierarchical Agglomerative Clustering in Image Segmentation.
Trans. Rough Sets, 2011

Function Approximation and Quality Measures in Rough-Granular Systems.
Fundam. Inform., 2011

Approximations of Functions: Toward Rough Granular Calculus.
Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

Correlated Gauss Distribution Based Rough Entropy Thresholding Measures in Image Segmentation.
Proceedings of the Emerging Intelligent Technologies in Industry, 2011

Fuzzification Operator for Rough Sets in Image Segmentation.
Proceedings of the Man-Machine Interactions 2, 2011

Uniform RECA Transformations in Rough Extended Clustering Framework.
Proceedings of the Intelligent Information and Database Systems, 2011

RECA Components in Rough Extended Clustering Framework.
Proceedings of the Intelligent Information and Database Systems, 2011

Subspace Entropy Maps for Rough Extended Framework.
Proceedings of the Intelligent Information and Database Systems, 2011

2010
Adaptive multilevel rough entropy evolutionary thresholding.
Inf. Sci., 2010

Approximation Spaces in Rough-Granular Computing.
Fundam. Inform., 2010

Adaptive Rough Entropy Clustering Algorithms in Image Segmentation.
Fundam. Inform., 2010

Approximations and Classifiers.
Proceedings of the Rough Sets and Current Trends in Computing, 2010

Probabilistic Rough Entropy Measures in Image Segmentation.
Proceedings of the Rough Sets and Current Trends in Computing, 2010

Fuzzified Probabilistic Rough Measures in Image Segmentation.
Proceedings of the Signal Processing and Multimedia, 2010

Generalized Hypersphere d-Metric in Rough Measures and Image Analysis.
Proceedings of the Signal Processing and Multimedia, 2010

2009
Rough Sets: Foundations and Perspectives.
Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

Rough Entropy Based k-Means Clustering.
Proceedings of the Rough Sets, 2009

Fuzzy Rough Entropy Clustering Algorithm Parametrization.
Proceedings of the Man-Machine Interactions, 2009

2008
Information Granulation: A Medical Case Study.
Trans. Rough Sets, 2008

Optimization in Discovery of Compound Granules.
Fundam. Inform., 2008

Standard and Fuzzy Rough Entropy Clustering Algorithms in Image Segmentation.
Proceedings of the Rough Sets and Current Trends in Computing, 2008

2007
Approximation Spaces in Multi Relational Knowledge Discovery.
Trans. Rough Sets, 2007

Relational Data and Rough Sets.
Fundam. Inform., 2007

Nearness of Objects: Extension of Approximation Space Model.
Fundam. Inform., 2007

Modeling of High Quality Granules.
Proceedings of the Rough Sets and Intelligent Systems Paradigms, International Conference, 2007

2006
Calculi of Approximation Spaces.
Fundam. Inform., 2006

2005
Hierarchical modelling in searching for complex patterns: constrained sums of information systems.
J. Exp. Theor. Artif. Intell., 2005

Modelling Complex Patterns by Information Systems.
Fundam. Inform., 2005

Ontological Framework for Approximation.
Proceedings of the Rough Sets, 2005

Approximation Spaces in Machine Learning and Pattern Recognition.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005

2004
Information Granules and Rough-Neurocomputing.
Proceedings of the Rough-Neural Computing: Techniques for Computing with Words., 2004

Learning First-Order Rules: A Rough Set Approach.
Fundam. Inform., 2004

Constrained Sums of Information Systems.
Proceedings of the Rough Sets and Current Trends in Computing, 2004

Tolerance Information Granules.
Proceedings of the Monitoring, Security, and Rescue Techniques in Multiagent Systems, 2004

2003
Rough Sets and Infomorphisms: Towards Approximation of Relations in Distributed Environments.
Fundam. Inform., 2003

Hybrid Classifier Based on Rough Sets and Neural Networks.
Electr. Notes Theor. Comput. Sci., 2003

2002
Towards an Ontology of Approximate Reason.
Fundam. Inform., 2002

Rough Neurocomputing Based on Hierarchical Classifiers.
Proceedings of the Rough Sets and Current Trends in Computing, 2002

2001
Information granules: Towards foundations of granular computing.
Int. J. Intell. Syst., 2001

Information Granule Decomposition.
Fundam. Inform., 2001

Granular Computing: A Rough Set Approach.
Computational Intelligence, 2001

Extracting Patterns Using Information Granules: A Brief Introduction.
Proceedings of the New Frontiers in Artificial Intelligence, 2001

2000
Computational Complexity of Multimodal Logics Based on Rough Sets.
Fundam. Inform., 2000

Approximation of Information Granule Sets.
Proceedings of the Rough Sets and Current Trends in Computing, 2000

Information Granules for Spatial Reasoning.
Proceedings of the Knowledge Discovery and Data Mining, 2000

1999
Information Granules in Distributed Environment.
Proceedings of the New Directions in Rough Sets, 1999

Towards Discovery of Information Granules.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1999

Rough Set Data Mining of Diabetes Data.
Proceedings of the Foundations of Intelligent Systems, 11th International Symposium, 1999

1998
Optimizations of Rough Set Model.
Fundam. Inform., 1998

Approximation Spaces in Extensions of Rough Set Theory.
Proceedings of the Rough Sets and Current Trends in Computing, 1998

Data Transformation and Rough Sets.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1998

1997
Attribute Discovery and Rough Sets.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1997

1996
Tolerance Approximation Spaces.
Fundam. Inform., 1996

1995
Application of Modal Logics and Rough Sets for Classifying Objects.
Proceedings of the Second World Conference on the Fundamentals of Artificial Intelligence, 1995

1993
Approximation of Relations.
Proceedings of the Rough Sets, 1993

1991
Applications of finite models properties in approximation and algorithmic logics.
Fundam. Inform., 1991

Towards an approximation theory of discrete problems, Part I.
Fundam. Inform., 1991


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