Wladyslaw Homenda

Orcid: 0000-0001-7787-4927

Affiliations:
  • Warsaw University of Technology, Poland


According to our database1, Wladyslaw Homenda authored at least 95 papers between 1991 and 2024.

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Bibliography

2024
Constructing Spatial Relationship and Temporal Relationship Oriented Composite Fuzzy Cognitive Maps for Multivariate Time Series Forecasting.
IEEE Trans. Fuzzy Syst., August, 2024

Time series classification with their image representation.
Neurocomputing, March, 2024

ARFIMA for Feature-Based Time Series Classification.
Proceedings of the 28th Pacific Asia Conference on Information Systems, 2024

A Dictionary-Based with Stacked Ensemble Learning to Time Series Classification.
Proceedings of the Computational Science - ICCS 2024, 2024

2023
Training Novel Adaptive Fuzzy Cognitive Map by Knowledge-Guidance Learning Mechanism for Large-Scale Time-Series Forecasting.
IEEE Trans. Cybern., 2023

Fuzzy Cognitive Map-Driven Comprehensive Time-Series Classification.
IEEE Trans. Cybern., 2023

Time Series Classification Using Images: The Case Of SAX-Like Transformation.
Proceedings of the Information Systems Development: Organizational Aspects and Societal Trends (ISD2023 Proceedings), Lisbon, Portugal, 30 August, 2023

Time Series Classification Based on Fuzzy Cognitive Maps and Multi-Class Decomposition with Ensembling.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

Operations on Balanced Fuzzy Sets.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

2022
The Trend-Fuzzy-Granulation-Based Adaptive Fuzzy Cognitive Map for Long-Term Time Series Forecasting.
IEEE Trans. Fuzzy Syst., 2022

Supervised Identification of Writer's Native Language Based on Their English Word Usage.
Proceedings of the Information Systems Development: Artificial Intelligence for Information Systems Development and Operations (ISD2022 Proceedings), Cluj-Napoca, Romania, 31 August, 2022

Time Series Classification Using Images.
Proceedings of the Information Systems Development: Artificial Intelligence for Information Systems Development and Operations (ISD2022 Proceedings), Cluj-Napoca, Romania, 31 August, 2022

ARIMA Feature-Based Approach to Time Series Classification.
Proceedings of the Computational Science - ICCS 2022, 2022

Time Series Processing with Cognitive Maps. The Case of General Forecast Modeling for Time Series of Similar Nature.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Balanced Relations Equations.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

2021
Text-Based Delay Prediction in a Public Transport Monitoring System.
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

2020
Time-Series Classification Using Fuzzy Cognitive Maps.
IEEE Trans. Fuzzy Syst., 2020

Deterministic learning of hybrid Fuzzy Cognitive Maps and network reduction approaches.
Neural Networks, 2020

Combining Classifiers for Foreign Pattern Rejection.
J. Artif. Intell. Soft Comput. Res., 2020

Information Granules and Granular Models: Selected Design Investigations.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Multicriteria Decision Making: Scale, Polarity, Symmetry, Interpretability.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019
Syntax and Semantics-Based Decision-Making - The Case of Music Information Processing.
Proceedings of the Intelligent Decision Technologies 2019, 2019

A New Adaptive Fuzzy Cognitive Map-Based Forecasting Model for Time Series.
Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

2017
Clustering techniques for Fuzzy Cognitive Map design for time series modeling.
Neurocomputing, 2017

Unsupervised Mode of Rejection of Foreign Patterns.
Appl. Soft Comput., 2017

Decision Making Beyond Pattern Recognition: Classification or Rejection.
Proceedings of the Intelligent Decision Technologies 2017 - Proceedings of the 9th KES International Conference on Intelligent Decision Technologies (KES-IDT 2017), 2017

A Practical Study on Feature Selection Methods in Pattern Recognition: Examples of Handwritten Digits and Printed Musical Notation.
Proceedings of the 6th IIAI International Congress on Advanced Applied Informatics, 2017

Foreign Patterns Rejection Using Clustering and Classification.
Proceedings of the 6th IIAI International Congress on Advanced Applied Informatics, 2017

2016
Design of Fuzzy Cognitive Maps for Modeling Time Series.
IEEE Trans. Fuzzy Syst., 2016

Multicriteria decision making inspired by human cognitive processes.
Appl. Math. Comput., 2016

Mapping Points Back from the Concept Space with Minimum Mean Squared Error.
Proceedings of the Computer Information Systems and Industrial Management, 2016

Attribute Grammars for Controlling House Layout Customization.
Proceedings of the Computer Information Systems and Industrial Management, 2016

Pattern Recognition with Rejection - Combining Standard Classification Methods with Geometrical Rejecting.
Proceedings of the Computer Information Systems and Industrial Management, 2016

A Study on Fuzzy Cognitive Map Optimization Using Metaheuristics.
Proceedings of the Computer Information Systems and Industrial Management, 2016

2015
Global, local and embedded architectures for multiclass classification with foreign elements rejection: An overview.
Proceedings of the 7th International Conference of Soft Computing and Pattern Recognition, 2015

Time Series Modelling with Fuzzy Cognitive Maps - Study on an Alternative Concept's Representation Method.
Proceedings of the ICAART 2015, 2015

Rejecting Foreign Elements in Pattern Recognition Problem - Reinforced Training of Rejection Level.
Proceedings of the ICAART 2015, 2015

2014
From Fuzzy Cognitive Maps to Granular Cognitive Maps.
IEEE Trans. Fuzzy Syst., 2014

Automatic Data Understanding - A Linguistic Tool for Granular Cognitive Maps Designing.
Proceedings of the Intelligent Systems'2014, 2014

Linguistic Approach to Granular Cognitive Maps - User's Tool for Knowledge Accessing and Processing.
Proceedings of the Intelligent Systems'2014, 2014

Nodes Selection Criteria for Fuzzy Cognitive Maps Designed to Model Time Series.
Proceedings of the Intelligent Systems'2014, 2014

Classification with rejection based on various SVM techniques.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Imbalanced pattern recognition: Concepts and evaluations.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Granular Cognitive Map Reconstruction - Adjusting Granularity Parameters.
Proceedings of the ICEIS 2014, 2014

Fuzzy Cognitive Map Reconstruction - Methodologies and Experiments.
Proceedings of the ICAART 2014, 2014

Granular Cognitive Maps reconstruction.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Modeling time series with fuzzy cognitive maps.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Similarities in structured spaces of sets.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Decision Trees and Their Families in Imbalanced Pattern Recognition: Recognition with and without Rejection.
Proceedings of the Computer Information Systems and Industrial Management, 2014

Time Series Modeling with Fuzzy Cognitive Maps: Simplification Strategies - The Case of a Posteriori Removal of Nodes and Weights.
Proceedings of the Computer Information Systems and Industrial Management, 2014

Joining Concept's Based Fuzzy Cognitive Map Model with Moving Window Technique for Time Series Modeling.
Proceedings of the Computer Information Systems and Industrial Management, 2014

2013
Building the fundamentals of granular computing: A principle of justifiable granularity.
Appl. Soft Comput., 2013

Classification with Rejection: Concepts and Evaluations.
Proceedings of the Knowledge, Information and Creativity Support Systems: Recent Trends, Advances and Solutions - Selected Papers from KICSS'2013, 2013

Complementarity and Similarity of Complementary Structures in Spaces of Features and Concepts.
Proceedings of the Knowledge, Information and Creativity Support Systems: Recent Trends, Advances and Solutions - Selected Papers from KICSS'2013, 2013

A harmonization model with partial fuzzy knowledge.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

Finite automata with imperfect information as tools for accumulating information.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

Similarities in Spaces of Features and Concepts: Towards Semantic Evaluations.
Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013

Searching in the Structured Space of the Braille Music.
Proceedings of the Computer Information Systems and Industrial Management, 2013

2012
Advanced Searching in Spaces of Music Information.
Proceedings of the Foundations of Intelligent Systems - 20th International Symposium, 2012

Extension of knowledge-driven harmonization model for tonal music.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Generic Operations in the Structured Space of the Music.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2012

On Structuring of the Space of Needs in the Framework of Fuzzy Sets Theory.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2012

Finite Automata with Imperfect Information as Classification Tools.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2012

Knowledge-driven Harmonization Model for Tonal Music.
Proceedings of the ICAART 2012 - Proceedings of the 4th International Conference on Agents and Artificial Intelligence, Volume 1, 2012

Modeling consumer's choice theory using fuzzy sets and their generalizations.
Proceedings of the FUZZ-IEEE 2012, 2012

Knowledge-Driven Syntactic Structuring: The Case of Multidimensional Space of Music Information.
Proceedings of the Database and Expert Systems Applications, 2012

Efficient Processing the Braille Music Notation.
Proceedings of the Computer Information Systems and Industrial Management, 2012

Tuning of a Knowledge-Driven Harmonization Model for Tonal Music.
Proceedings of the Computer Information Systems and Industrial Management, 2012

Modeling Consumer Decision Making Process with Triangular Norms.
Proceedings of the Computer Information Systems and Industrial Management, 2012

2011
Performing Operations on Structured Information Space of Braille Music.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2011

Querying in Spaces of Music Information.
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2011

Automatic Music Transcription: An Experiment with Simple Tools.
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2011

Notes on Automatic Music Conversions.
Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

Features Selection in Character Recognition with Random Forest Classifier.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2011

2010
Intelligent computing technologies in music processing for blind people.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

Automatic Data Understanding: A Necessity of Intelligent Communication.
Proceedings of the Artifical Intelligence and Soft Computing, 2010

2009
Decision Making in Voting Games: An Insight into Theory and Practice.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2009

Integrated Syntactic and Semantic Data Structuring - An Abstraction of Intelligent Man-machine Communication.
Proceedings of the ICAART 2009 - Proceedings of the International Conference on Agents and Artificial Intelligence, Porto, Portugal, January 19, 2009

2007
Multicriteria decision making in balanced model of fuzzy sets.
Proceedings of the ICINCO 2007, 2007

Breaking accessibility barriers - computational intelligence in music processing for blind people.
Proceedings of the ICINCO 2007, 2007

2006
Information structuring in natural language communication: Syntactical approach.
J. Intell. Fuzzy Syst., 2006

Balanced fuzzy sets.
Inf. Sci., 2006

Balanced Fuzzy Gates.
Proceedings of the Rough Sets and Current Trends in Computing, 2006

Braille Score.
Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), 2006

Automatic understanding of images: integrated syntactic and semantic analysis of music notation.
Proceedings of the International Joint Conference on Neural Networks, 2006

Automatic Knowledge Acquisition: Recognizing Music Notation with Methods of Centroids and Classifications Trees.
Proceedings of the International Joint Conference on Neural Networks, 2006

Methods of Artificial Intelligence in Blind People Education.
Proceedings of the Artificial Intelligence and Soft Computing, 2006

2005
A Practical Approach to the Chord Analysis in the Acoustical Recognition Process.
Proceedings of the Computational Intelligence for Modelling and Prediction, 2005

Symmetrization Of Fuzzy Operators: Notes On Data Aggregation.
Proceedings of the Computational Intelligence for Modelling and Prediction, 2005

Balanced fuzzy computing unit.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2005

Optical Music Recognition: the Case Study of Pattern Recognition.
Proceedings of the Computer Recognition Systems, 2005

2004
Information Structuring in Natural Language Communication: Syntax versus Semantic.
Proceedings of the Artificial Intelligence and Soft Computing, 2004

2002
A Practical Approach to the Chord Analysis in the Acoustical Recognition Process.
Proceedings of the FSDK'02, 2002

Symmetrization of Fuzzy Operators: Notes on Data Aggregation.
Proceedings of the FSDK'02, 2002

1991
Databases with Alternative Information.
IEEE Trans. Knowl. Data Eng., 1991


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