Dominik Slezak

According to our database1, Dominik Slezak
  • authored at least 144 papers between 1997 and 2017.
  • has a "Dijkstra number"2 of four.

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Bibliography

2017
Decision bireducts and decision reducts - a comparison.
Int. J. Approx. Reasoning, 2017

Toward Interactive Attribute Selection with Infolattices - A Position Paper.
Proceedings of the Rough Sets - International Joint Conference, 2017

A Metadata Diagnostic Framework for a New Approximate Query Engine Working with Granulated Data Summaries.
Proceedings of the Rough Sets - International Joint Conference, 2017

Scalable Machine Learning with Granulated Data Summaries: A Case of Feature Selection.
Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017

ISMIS 2017 Data Mining Competition: Trading Based on Recommendations.
Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017

2016
Preface.
Fundam. Inform., 2016

Predicting Dangerous Seismic Events: AAIA'16 Data Mining Challenge.
Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

2015
Preface.
Natural Computing, 2015

Preface.
Fundam. Inform., 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

On Generalized Decision Functions: Reducts, Networks and Ensembles.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2015

Mining Data from Coal Mines: IJCRS'15 Data Challenge.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2015

Fuzzy Set Interpretation of Comparator Networks.
Proceedings of the Pattern Recognition and Machine Intelligence, 2015

Computation of Approximate Reducts with Dynamically Adjusted Approximation Threshold.
Proceedings of the Foundations of Intelligent Systems - 22nd International Symposium, 2015

Cost-sensitive regression-based recommender system.
Proceedings of the 2015 International Conference on Machine Learning and Cybernetics, 2015

Tagging Firefighter Activities at the emergency scene: Summary of AAIA'15 data mining competition at knowledge pit.
Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015

adelta;-information reducts and bireducts.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

Knowledge Pit - A Data Challenge Platform.
Proceedings of the 24th International Workshop on Concurrency, 2015

Granular modeling with fuzzy comparators.
Proceedings of the 2015 IEEE International Conference on Big Data, 2015

2014
Processing and mining complex data streams.
Inf. Sci., 2014

Implementing algorithms of rough set theory and fuzzy rough set theory in the R package "RoughSets".
Inf. Sci., 2014

Special section on applications of intelligent data and knowledge processing technologies - Preface.
Future Generation Comp. Syst., 2014

Rough Set Methods for Attribute Clustering and Selection.
Applied Artificial Intelligence, 2014

Attribute Subset Quality Functions over a Universe of Weighted Objects.
Proceedings of the Rough Sets and Intelligent Systems Paradigms, 2014

Random Probes in Computation and Assessment of Approximate Reducts.
Proceedings of the Rough Sets and Intelligent Systems Paradigms, 2014

Complexity aspects of multi-machine aggregations in a rough-granular computation framework.
Proceedings of the 2014 IEEE International Conference on Granular Computing, 2014

Key Risk Factors for Polish State Fire Service: a Data Mining Competition at Knowledge Pit.
Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 2014

2013
Professor Zdzisław Pawlak (1926-2006): Founder of the Polish School of Artificial Intelligence.
Proceedings of the Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam, 2013

Data mining and soft computing.
Int. J. General Systems, 2013

Preface.
Fundam. Inform., 2013

Two Database Related Interpretations of Rough Approximations: Data Organization and Query Execution.
Fundam. Inform., 2013

Recent Advances in Decision Bireducts: Complexity, Heuristics and Streams.
Proceedings of the Rough Sets and Knowledge Technology - 8th International Conference, 2013

Granular Attribute Selection: A Case Study of Rough Set Approach to MRI Segmentation.
Proceedings of the Pattern Recognition and Machine Intelligence, 2013

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

Intelligent granulation of machine-generated data.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

From Sensory Data to Decision Making: A Perspective on Supporting a Fire Commander.
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2013

Networks of compound object comparators.
Proceedings of the FUZZ-IEEE 2013, 2013

From topology to anti-reflexive topology.
Proceedings of the FUZZ-IEEE 2013, 2013

Approximate Assistance for Correlated Subqueries.
Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013

How to Design a Network of Comparators.
Proceedings of the Brain and Health Informatics - International Conference, 2013

2012
Semantic Search and Analytics over Large Repository of Scientific Articles.
Proceedings of the Intelligent Tools for Building a Scientific Information Platform, 2012

RDBMS Model for Scientific Articles Analytics.
Proceedings of the Intelligent Tools for Building a Scientific Information Platform, 2012

Unsupervised Similarity Learning from Textual Data.
Fundam. Inform., 2012

(No)SQL Platform for Scalable Semantic Processing of Fast Growing Document Repositories.
ERCIM News, 2012

A Rough-Columnar RDBMS Engine -- A Case Study of Correlated Subqueries.
IEEE Data Eng. Bull., 2012

Rough Optimizations of Complex Expressions in Infobright's RDBMS.
Proceedings of the Rough Sets and Current Trends in Computing, 2012

JRS'2012 Data Mining Competition: Topical Classification of Biomedical Research Papers.
Proceedings of the Rough Sets and Current Trends in Computing, 2012

The Problem of Finding the Sparsest Bayesian Network for an Input Data Set is NP-Hard.
Proceedings of the Foundations of Intelligent Systems - 20th International Symposium, 2012

Rough SQL - Semantics and Execution.
Proceedings of the Advances on Computational Intelligence, 2012

Management of Information Incompleteness in Rough Non-deterministic Information Analysis.
Proceedings of the Advances on Computational Intelligence, 2012

Rough Sets and FCA - Scalability Challenges.
Proceedings of the Formal Concept Analysis - 10th International Conference, 2012

Utilization of Attribute Clustering Methods for Scalable Computation of Reducts from High-Dimensional Data.
Proceedings of the Federated Conference on Computer Science and Information Systems, 2012

A Role of (Not) Crisp Discernibility in Rough Set Approach to Numeric Feature Selection.
Proceedings of the Advanced Machine Learning Technologies and Applications, 2012

Rough Sets-Based Machine Learning over Non-deterministic Data: A Brief Survey.
Proceedings of the Advanced Machine Learning Technologies and Applications, 2012

Granular Knowledge Discovery Framework.
Proceedings of the New Trends in Databases and Information Systems, 2012

2011
A Rough Set Exploration of Facial Similarity Judgements.
Trans. Rough Sets, 2011

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

Stable rule extraction and decision making in rough non-deterministic information analysis.
Int. J. Hybrid Intell. Syst., 2011

Special issue: Rough and Fuzzy Methods for Data Mining.
Int. J. Hybrid Intell. Syst., 2011

Preface.
Fundam. Inform., 2011

Semantic Analytics of PubMed Content.
Proceedings of the Information Quality in e-Health, 2011

Rough-Set-Inspired Feature Subset Selection, Classifier Construction, and Rule Aggregation.
Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

A NIS-Apriori Based Rule Generator in Prolog and Its Functionality for Table Data.
Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

Comparators for Compound Object Identification.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 2011

A Prototype System for Rule Generation in Lipski's Incomplete Information Databases.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 2011

Injecting Domain Knowledge into RDBMS - Compression of Alphanumeric Data Attributes.
Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

Properties on inclusion relations and division charts in non-deterministic information systems.
Proceedings of the 2011 IEEE International Conference on Granular Computing, 2011

Ensembles of Bireducts: Towards Robust Classification and Simple Representation.
Proceedings of the Future Generation Information Technology, 2011

2010
Introduction to the special issue on advanced information retrieval and databases.
J. Intell. Inf. Syst., 2010

Attribute selection with fuzzy decision reducts.
Inf. Sci., 2010

Is It Important Which Rough-Set-Based Classifier Extraction and Voting Criteria Are Applied Together?
Proceedings of the Rough Sets and Current Trends in Computing, 2010

Towards Approximate SQL - Infobright's Approach.
Proceedings of the Rough Sets and Current Trends in Computing, 2010

Rule Generation in Lipski's Incomplete Information Databases.
Proceedings of the Rough Sets and Current Trends in Computing, 2010

Classification of Facial Photograph Sorting Performance Based on Verbal Descriptions.
Proceedings of the Rough Sets and Current Trends in Computing, 2010

Evolutionary inspired optimization of feature subset ensembles.
Proceedings of the Second World Congress on Nature & Biologically Inspired Computing, 2010

An overview of decision making in Rough Non-deterministic Information Analysis.
Proceedings of the Second World Congress on Nature & Biologically Inspired Computing, 2010

Infobright Analytic Database Engine Using Rough Sets and Granular Computing.
Proceedings of the 2010 IEEE International Conference on Granular Computing, 2010

SQL-Based Compound Object Comparators: A Case Study of Images Stored in ICE.
Proceedings of the Advances in Software Engineering, 2010

Compound Analytics of Compound Data within RDBMS Framework - Infobright's Perspective.
Proceedings of the Future Generation Information Technology, 2010

The Lower and the Upper Systems of Rules in Tables with Missing Values.
Proceedings of the Database Theory and Application, Bio-Science and Bio-Technology, 2010

Validation of Classifiers for Facial Photograph Sorting Performance.
Proceedings of the Signal Processing and Multimedia, 2010

Injecting domain knowledge into a granular database engine: a position paper.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009
Rough Sets and Functional Dependencies in Data: Foundations of Association Reducts.
Trans. Computational Science, 2009

Degrees of conditional (in)dependence: A framework for approximate Bayesian networks and examples related to the rough set-based feature selection.
Inf. Sci., 2009

Data warehouse technology by infobright.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

The Lower System, the Upper System and Rules with Stability Factor in Non-deterministic Information Systems.
Proceedings of the Rough Sets, 2009

Rough Set Year in India 2009.
Proceedings of the Rough Sets, 2009

A Rough Sets Approach for Personalized Support of Face Recognition.
Proceedings of the Rough Sets, 2009

Multi-Level Approaches for Data Mining and Data Processing: Two Examples.
Proceedings of the 4th Indian International Conference on Artificial Intelligence, 2009

Automatic Extraction of Decision Rules from Non-deterministic Data Systems: Theoretical Foundations and SQL-Based Implementation.
Proceedings of the Database Theory and Application, 2009

Intelligent Data Granulation on Load: Improving Infobright's Knowledge Grid.
Proceedings of the Future Generation Information Technology, 2009

2008
Brighthouse: an analytic data warehouse for ad-hoc queries.
PVLDB, 2008

Feature Selection with Fuzzy Decision Reducts.
Proceedings of the Rough Sets and Knowledge Technology, Third International Conference, 2008

Rough Sets in Data Warehousing.
Proceedings of the Rough Sets and Current Trends in Computing, 2008

2007
Descriptors and Templates in Relational Information Systems.
Proceedings of the Rough Sets and Knowledge Technology, Second International Conference, 2007

Roughfication of Numeric Decision Tables: The Case Study of Gene Expression Data.
Proceedings of the Rough Sets and Knowledge Technology, Second International Conference, 2007

Mining Associations for Interface Design.
Proceedings of the Rough Sets and Knowledge Technology, Second International Conference, 2007

Granular Sets - Foundations and Case Study of Tolerance Spaces.
Proceedings of the Rough Sets, 2007

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

Approximation Degrees in Decision Reduct-Based MRI Segmentation.
Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies 2007, 2007

Rough Sets and Few-Objects-Many-Attributes Problem: The Case Study of Analysis of Gene Expression Data Sets.
Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies 2007, 2007

Evaluation of a Dominance-Based Rough Set Approach to Interface Design.
Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies 2007, 2007

2006
Interactive Gene Clustering-A Case Study of Breast Cancer Microarray Data.
Information Systems Frontiers, 2006

Rough neural intelligent approach for image classification: A case of patients with suspected breast cancer.
Int. J. Hybrid Intell. Syst., 2006

Association Reducts: Boolean Representation.
Proceedings of the Rough Sets and Knowledge Technology, First International Conference, 2006

Association Reducts: Complexity and Heuristics.
Proceedings of the Rough Sets and Current Trends in Computing, 2006

Tolerance Based Templates for Information Systems: Foundations and Perspectives.
Proceedings of the Advances in Hybrid Information Technology, 2006

2005
Rough Sets and Bayes Factor.
, 2005

The investigation of the Bayesian rough set model.
Int. J. Approx. Reasoning, 2005

A Hybrid Approach to MR Imaging Segmentation Using Unsupervised Clustering and Approximate Reducts.
Proceedings of the Rough Sets, 2005

A Rough Set-Based Magnetic Resonance Imaging Partial Volume Detection System.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005

Parallel Island Model for Attribute Reduction.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005

Association Reducts: A Framework for Mining Multi-attribute Dependencies.
Proceedings of the Foundations of Intelligent Systems, 15th International Symposium, 2005

Interactive SOM-Based Gene Grouping: An Approach to Gene Expression Data Analysis.
Proceedings of the Foundations of Intelligent Systems, 15th International Symposium, 2005

Gene Expression Clustering: Dealing with the Missing Values.
Proceedings of the Intelligent Information Processing and Web Mining, 2005

2004
An Automated Multi-spectral MRI Segmentation Algorithm Using Approximate Reducts.
Proceedings of the Rough Sets and Current Trends in Computing, 2004

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

The Rough Bayesian Model for Distributed Decision Systems.
Proceedings of the Rough Sets and Current Trends in Computing, 2004

Calculus with Fuzzy Numbers.
Proceedings of the Intelligent Media Technology for Communicative Intelligence, 2004

2003
Application of Temporal Descriptors to Musical Instrument Sound Recognition.
J. Intell. Inf. Syst., 2003

Attribute Reduction in the Bayesian Version of Variable Precision Rough Set Model.
Electr. Notes Theor. Comput. Sci., 2003

Neural Network Architecture for Synthesis of the Probabilistic Rule Based Classifiers.
Electr. Notes Theor. Comput. Sci., 2003

Variable Precision Bayesian Rough Set Model.
Proceedings of the Rough Sets, 2003

Order Based Genetic Algorithms for the Search of Approximate Entropy Reducts.
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

Searching for the Complex Decision Reducts: The Case Study of the Survival Analysis.
Proceedings of the Foundations of Intelligent Systems, 14th International Symposium, 2003

Problems with Automatic Classification of Musical Sounds.
Proceedings of the Intelligent Information Processing and Web Mining, 2003

Algebraic Operations on Fuzzy Numbers.
Proceedings of the Intelligent Information Processing and Web Mining, 2003

2002
Approximate Entropy Reducts.
Fundam. Inform., 2002

Approximate Bayesian Network Classifiers.
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

KDD-Based Approach to Musical Instrument Sound Recognition.
Proceedings of the Foundations of Intelligent Systems, 13th International Symposium, 2002

Fuzzy Reals with Algebraic Operations: Algorithmic Approach.
Proceedings of the Intelligent Information Systems 2002, 2002

2001
Classification Models Based on Approximate Bayesian Networks.
Proceedings of the New Frontiers in Artificial Intelligence, 2001

Rough Set Theory in Conflict Analysis.
Proceedings of the New Frontiers in Artificial Intelligence, 2001

2000
Normalized Decision Functions and Measures for Inconsistent Decision Tables Analysis.
Fundam. Inform., 2000

Application of Normalized Decision Measures to the New Case Classification.
Proceedings of the Rough Sets and Current Trends in Computing, 2000

Application of Discernibility Tables to Calculation of Approximate Frequency Based Reducts.
Proceedings of the Rough Sets and Current Trends in Computing, 2000

1999
Approximate Reducts and Association Rules - Correspondence and Complexity Results.
Proceedings of the New Directions in Rough Sets, 1999

Classification Algorithms Based on Linear Combinations of Features.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1999

1998
Searching for Frequential Reducts in Decision Tables with Uncertain Objects.
Proceedings of the Rough Sets and Current Trends in Computing, 1998

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

Decision Value Oriented Decomposition of Data Tables.
Proceedings of the Foundations of Intelligent Systems, 10th International Symposium, 1997


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