Marcin S. Szczuka

Orcid: 0000-0002-8095-5821

Affiliations:
  • University of Warsaw, Poland


According to our database1, Marcin S. Szczuka authored at least 61 papers between 1997 and 2022.

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Bibliography

2022
Neural Network Enhanced Automatic Garment Measurement System.
Proceedings of the Communication Papers of the 17th Conference on Computer Science and Intelligence Systems, 2022

IEEE BigData Cup 2022 Report Privacy-preserving Matching of Encrypted Images.
Proceedings of the IEEE International Conference on Big Data, 2022

2019
Hybrid Connection Between Fuzzy Rough Sets and Ordered Fuzzy Numbers.
Proceedings of the Fuzzy Techniques: Theory and Applications, 2019

2018
Defuzzyfication in Interpretation of Comparator Networks.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

2017
An audio-visual corpus for multimodal automatic speech recognition.
J. Intell. Inf. Syst., 2017

Use of Domain Knowledge and Feature Engineering in Helping AI to Play Hearthstone.
Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017

On the role of feature space granulation in feature selection processes.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016
Feature Selection in Decision Systems with Constraints.
Proceedings of the Rough Sets - International Joint Conference, 2016

Recognition of Compound Objects Based on Network of Comparators.
Proceedings of the Position Papers of the 2016 Federated Conference on Computer Science and Information Systems, 2016

2015
Granular knowledge discovery framework for fire and rescue reporting system.
Intell. Decis. Technol., 2015

Rough Set Tools for Practical Data Exploration.
Proceedings of the Rough Sets and Knowledge Technology - 10th International Conference, 2015

Building Granular Systems - from Concepts to Applications.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2015

Granular modeling with fuzzy comparators.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014
Using Domain Knowledge in Initial Stages of KDD: Optimization of Compound Object Processing.
Fundam. Informaticae, 2014

Assessment of data granulations in context of feature extraction problem.
Proceedings of the 2014 IEEE International Conference on Granular Computing, 2014

2013
Semantic Clustering of Scientific Articles Using Explicit Semantic Analysis.
Trans. Rough Sets, 2013

Preface.
Fundam. Informaticae, 2013

An Approach to Pattern Recognition Based on Hierarchical Granular Computing.
Fundam. Informaticae, 2013

Using Domain Knowledge in Initial Stages of Knowledge Discovery in Databases - Tutorial Description.
Proceedings of the Rough Sets and Knowledge Technology - 8th International Conference, 2013

Improving Semantic Clustering of EWID Reports by Using Heterogeneous Data Types.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2013

How deep data becomes big data.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

Searching for Concepts in Natural Language Part of Fire Service Reports.
Proceedings of the 22nd International Workshop on Concurrency, 2013

2012
Semantic Clustering of Scientific Articles with Use of DBpedia Knowledge Base.
Proceedings of the Intelligent Tools for Building a Scientific Information Platform, 2012

Named Entity Matching in Publication Databases - A Case Study of PubMed in SONCA.
Proceedings of the Rough Sets and Current Trends in Computing, 2012

Knowledge Driven Query Sharding.
Proceedings of the 21th International Workshop on Concurrency, 2012

2011
Risk Assessment in Granular Environments.
Trans. Rough Sets, 2011

Feedforward neural networks for compound signals.
Theor. Comput. Sci., 2011

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

Clustering of Rough Set Related Documents with Use of Knowledge from DBpedia.
Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

The Use of Rough Set Methods in Knowledge Discovery in Databases - Tutorial Abstract.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 2011

2010
Toward Interactive Computations: A Rough-Granular Approach.
Proceedings of the Advances in Machine Learning II, 2010

IEEE ICDM 2010 Contest: TomTom Traffic Prediction for Intelligent GPS Navigation.
Proceedings of the ICDMW 2010, 2010

2009
Interactive Granular Computing in Rightly Judging Systems.
Proceedings of the Rough Sets and Knowledge Technology, 4th International Conference, 2009

Approximation of Loss and Risk in Selected Granular Systems.
Proceedings of the Rough Sets, 2009

2008
Towards Approximation of Risk.
Proceedings of the Rough Sets and Current Trends in Computing, 2008

2007
Rough Neural Networks for Complex Concepts.
Proceedings of the Rough Sets, 2007

2006
Attribute Selection for EEG Signal Classification Using Rough Sets and Neural Networks.
Proceedings of the Rough Sets and Current Trends in Computing, 2006

Missing Template Decomposition Method and Its Implementation in Rough Set Exploration System.
Proceedings of the Rough Sets and Current Trends in Computing, 2006

An Analysis of a Lymphoma/Leukaemia Dataset Using Rough Sets and Neural Networks.
Proceedings of the Advances in Hybrid Information Technology, 2006

2005
The Rough Set Exploration System.
Trans. Rough Sets, 2005

DIXER - Distributed Executor for Rough Set Exploration System.
Proceedings of the Rough Sets, 2005

2004
A View on Rough Set Concept Approximations.
Fundam. Informaticae, 2004

Harnessing Classifier Networks ? Towards Hierarchical Concept Construction.
Proceedings of the Rough Sets and Current Trends in Computing, 2004

On the Evolution of Rough Set Exploration System.
Proceedings of the Rough Sets and Current Trends in Computing, 2004

Feedforward Concept Networks.
Proceedings of the Monitoring, Security, and Rescue Techniques in Multiagent Systems, 2004

2003
Neural Network Architecture for Synthesis of the Probabilistic Rule Based Classifiers.
Proceedings of the International Workshop on Rough Sets in Knowledge Discovery and Soft Computing, 2003

Preface.
Proceedings of the International Workshop on Rough Sets in Knowledge Discovery and Soft Computing, 2003

Rough Set Approach to Pattern Extraction from Classifiers.
Proceedings of the International Workshop on Rough Sets in Knowledge Discovery and Soft Computing, 2003

Towards a Line-Crawling Robot Obstacle Classification System: A Rough Set Approach.
Proceedings of the Rough Sets, 2003

A View on Rough Set Concept Approximations.
Proceedings of the Rough Sets, 2003

Constructing Extensions of Bayesian Classifiers with Use of Normalizing Neural Networks.
Proceedings of the Foundations of Intelligent Systems, 14th International Symposium, 2003

2002
Rough Neurocomputing: A Survey of Basic Models of Neurocomputation.
Proceedings of the Rough Sets and Current Trends in Computing, 2002

A New Version of Rough Set Exploration System.
Proceedings of the Rough Sets and Current Trends in Computing, 2002

Rough Set Approach to the Survival Analysis.
Proceedings of the Rough Sets and Current Trends in Computing, 2002

2001
Neuro-wavelet classifiers for EEG signals based on rough set methods.
Neurocomputing, 2001

Refining classifiers with neural networks.
Int. J. Intell. Syst., 2001

Analysis of Image Sequences for the Unmanned Aerial Vehicle.
Proceedings of the New Frontiers in Artificial Intelligence, 2001

2000
Situation Identification by Unmanned Aerial Vehicle.
Proceedings of the Rough Sets and Current Trends in Computing, 2000

RSES and RSESlib - A Collection of Tools for Rough Set Computations.
Proceedings of the Rough Sets and Current Trends in Computing, 2000

1999
Rules as Attributes in Classifier Construction.
Proceedings of the New Directions in Rough Sets, 1999

1997
Neural Networks Design: Rough Set Approach to Continuous Data.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1997


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