Agnieszka Jastrzebska

Mariusz Wrzesien

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.

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[DOI]

Proceedings of the Computational Science - ICCS 2022, 2022

Assessing Similarities of Business Cycles with Fuzzy Concept-Based Models.

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[DOI]

Jakub Bartak

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

COSTI: a New Classifier for Sequences of Temporal Intervals.

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[DOI]

Jakub Michal Bilski

Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022

2021

Pattern classification with Evolving Long-term Cognitive Networks.

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[DOI]

Gonzalo Nápoles

Yamisleydi Salgueiro

Inf. Sci., 2021

Examining GDP Growth and Its Volatility: An Episodic Approach.

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[DOI]

Jakub Bartak

Lukasz Jablonski

Entropy, 2021

Measuring Wind Turbine Health Using Drifting Concepts.

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[DOI]

Alejandro Morales Hernández

Gonzalo Nápoles

Yamisleydi Salgueiro

Koen Vanhoof

CoRR, 2021

Text-Based Delay Prediction in a Public Transport Monitoring System.

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[DOI]

Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

2020

Time-Series Classification Using Fuzzy Cognitive Maps.

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[DOI]

IEEE Trans. Fuzzy Syst., 2020

Lagged encoding for image-based time series classification using convolutional neural networks.

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[DOI]

Stat. Anal. Data Min., 2020

Deterministic learning of hybrid Fuzzy Cognitive Maps and network reduction approaches.

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[DOI]

Gonzalo Nápoles

Carlos Mosquera

Koen Vanhoof

Neural Networks, 2020

Combining Classifiers for Foreign Pattern Rejection.

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[DOI]

J. Artif. Intell. Soft Comput. Res., 2020

Information Granules and Granular Models: Selected Design Investigations.

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[DOI]

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Multicriteria Decision Making: Scale, Polarity, Symmetry, Interpretability.

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[DOI]

Yihan Wang

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019

Interpretation-aware Cognitive Map construction for time series modeling.

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[DOI]

Aleksander Cislak

Fuzzy Sets Syst., 2019

A New Adaptive Fuzzy Cognitive Map-Based Forecasting Model for Time Series.

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[DOI]

Yihan Wang

Xiao Wang

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.

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[DOI]

Neurocomputing, 2017

Unsupervised Mode of Rejection of Foreign Patterns.

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[DOI]

Appl. Soft Comput., 2017

Decision Making Beyond Pattern Recognition: Classification or Rejection.

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[DOI]

Piotr Waszkiewicz

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.

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[DOI]

Proceedings of the 6th IIAI International Congress on Advanced Applied Informatics, 2017

Foreign Patterns Rejection Using Clustering and Classification.

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[DOI]

Proceedings of the 6th IIAI International Congress on Advanced Applied Informatics, 2017

Pattern Classification with Rejection Using Cellular Automata-Based Filtering.

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[DOI]

Rafael Toro Sluzhenko

Proceedings of the Computer Information Systems and Industrial Management, 2017

2016

Design of Fuzzy Cognitive Maps for Modeling Time Series.

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[DOI]

IEEE Trans. Fuzzy Syst., 2016

Multicriteria decision making inspired by human cognitive processes.

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[DOI]

Appl. Math. Comput., 2016

Pattern Recognition with Rejection - Combining Standard Classification Methods with Geometrical Rejecting.

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[DOI]

Piotr Waszkiewicz

Anna Zawadzka

Proceedings of the Computer Information Systems and Industrial Management, 2016

A Study on Fuzzy Cognitive Map Optimization Using Metaheuristics.

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[DOI]

Aleksander Cislak

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.

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[DOI]

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.

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Proceedings of the ICAART 2015, 2015

Rejecting Foreign Elements in Pattern Recognition Problem - Reinforced Training of Rejection Level.

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Proceedings of the ICAART 2015, 2015

Optical Music Recognition: Standard and Cost-Sensitive Learning with Imbalanced Data.

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[DOI]

Proceedings of the Computer Information Systems and Industrial Management, 2015

Modelling Human Cognitive Processes - Unipolar vs Bipolar Uncertainty.

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[DOI]

Mariusz Rybnik

Proceedings of the Computer Information Systems and Industrial Management, 2015

A Geometrical Approach to Rejecting Option in Pattern Recognition Problem.

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[DOI]

Jakub Ciecierski

Bartomiej Dybisz

Proceedings of the Computer Information Systems and Industrial Management, 2015

2014

Nodes Selection Criteria for Fuzzy Cognitive Maps Designed to Model Time Series.

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Proceedings of the Intelligent Systems'2014, 2014

Granular Cognitive Map Reconstruction - Adjusting Granularity Parameters.

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Proceedings of the ICEIS 2014, 2014

Fuzzy Cognitive Map Reconstruction - Methodologies and Experiments.

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[DOI]

Proceedings of the ICAART 2014, 2014

Granular Cognitive Maps reconstruction.

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[DOI]

Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Modeling time series with fuzzy cognitive maps.

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[DOI]

Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Similarities in structured spaces of sets.

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[DOI]

Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Time Series Modeling with Fuzzy Cognitive Maps: Simplification Strategies - The Case of a Posteriori Removal of Nodes and Weights.

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[DOI]

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.

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[DOI]

Proceedings of the Computer Information Systems and Industrial Management, 2014

2013

Optical Music Recognition as the Case of Imbalanced Pattern Recognition: A Study of Single Classifiers.

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Proceedings of the Knowledge, Information and Creativity Support Systems: Recent Trends, Advances and Solutions - Selected Papers from KICSS'2013, 2013

Modeling in Feature and Concept Spaces: Exclusion Relations and Similarities of Features Related with Exclusions.

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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.

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[DOI]

Proceedings of the Knowledge, Information and Creativity Support Systems: Recent Trends, Advances and Solutions - Selected Papers from KICSS'2013, 2013

Optical Music Recognition as the Case of Imbalanced Pattern Recognition: A Study of Complex Classifiers.

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[DOI]

Proceedings of the Advances in Systems Science, 2013

Similarities in Spaces of Features and Concepts: Towards Semantic Evaluations.

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