Agnieszka Jastrzebska

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 50

Top Topics

Multicriteria Decision Making

Pattern Recognition

Cognitive Network

Top Venues

IEEE Trans. Fuzzy Syst.

Publications

Isel Grau, Gonzalo Nápoles, Marilyn Bello, Yamisleydi Salgueiro, Agnieszka Jastrzebska
Forward Composition Propagation for Explainable Neural Reasoning. IEEE Comput. Intell. Mag. 19 (1) (2024)
Gonzalo Nápoles, Agnieszka Jastrzebska, Isel Grau, Yamisleydi Salgueiro
Backpropagation through time learning for recurrence-aware long-term cognitive networks. Knowl. Based Syst. 295 (2024)
Szymon Swiderski, Agnieszka Jastrzebska
Dynamic Growing and Shrinking of Neural Networks with Monte Carlo Tree Search. ICCS (1) (2024)
Wladyslaw Homenda, Agnieszka Jastrzebska, Witold Pedrycz, Mariusz Wrzesien
Time series classification with their image representation. Neurocomputing 573 (2024)
Jakub Michal Bilski, Agnieszka Jastrzebska
Fuzzy Cognitive Maps and Hidden Markov Models: Comparative Analysis of Efficiency within the Confines of the Time Series Classification Task. FUZZ (2023)
Gonzalo Nápoles, Isel Grau, Agnieszka Jastrzebska, Yamisleydi Salgueiro
Presumably correct decision sets. Pattern Recognit. 141 (2023)
Jakub Michal Bilski, Agnieszka Jastrzebska
CALIMERA: A new early time series classification method. Inf. Process. Manag. 60 (5) (2023)
Yihan Wang, Fusheng Yu, Wladyslaw Homenda, Witold Pedrycz, Agnieszka Jastrzebska, Xiao Wang
Training Novel Adaptive Fuzzy Cognitive Map by Knowledge-Guidance Learning Mechanism for Large-Scale Time-Series Forecasting. IEEE Trans. Cybern. 53 (7) (2023)
Agnieszka Jastrzebska, Gonzalo Nápoles, Wladyslaw Homenda, Koen Vanhoof
Fuzzy Cognitive Map-Driven Comprehensive Time-Series Classification. IEEE Trans. Cybern. 53 (2) (2023)
Jakub Bartak, Agnieszka Jastrzebska
Detecting Regimes of Economic Growth With Fuzzy Concept-Based Models. IEEE Access 11 (2023)
Gonzalo Nápoles, Fabian Hoitsma, Andreas Knoben, Agnieszka Jastrzebska, Maikel León Espinosa
Prolog-based agnostic explanation module for structured pattern classification. Inf. Sci. 622 (2023)
Jakub Michal Bilski, Agnieszka Jastrzebska
COSTI: a New Classifier for Sequences of Temporal Intervals. CoRR (2022)
Jakub Bartak, Agnieszka Jastrzebska
Assessing Similarities of Business Cycles with Fuzzy Concept-Based Models. FUZZ-IEEE (2022)
Jakub Michal Bilski, Agnieszka Jastrzebska
Fuzzy Cognitive Maps and Hidden Markov Models: Comparative Analysis of Efficiency within the Confines of the Time Series Classification Task. CoRR (2022)
Agnieszka Jastrzebska, Wladyslaw Homenda
Supervised Identification of Writer's Native Language Based on Their English Word Usage. ISD (2022)
Agnieszka Bier, Agnieszka Jastrzebska, Pawel Olszewski
Variable-Length Multivariate Time Series Classification Using ROCKET: A Case Study of Incident Detection. IEEE Access 10 (2022)
Agnieszka Jastrzebska, Gonzalo Nápoles, Yamisleydi Salgueiro, Koen Vanhoof
Evaluating time series similarity using concept-based models. Knowl. Based Syst. 238 (2022)
Alejandro Morales Hernández, Gonzalo Nápoles, Agnieszka Jastrzebska, Yamisleydi Salgueiro, Koen Vanhoof
Online learning of windmill time series using Long Short-term Cognitive Networks. Expert Syst. Appl. 205 (2022)
Nuzhat Tabassum, Sujeendran Menon, Agnieszka Jastrzebska
Time-series classification with SAFE: Simple and fast segmented word embedding-based neural time series classifier. Inf. Process. Manag. 59 (5) (2022)
Wladyslaw Homenda, Agnieszka Jastrzebska, Mariusz Wrzesien
Time Series Classification Using Images. ISD (2022)
Yihan Wang, Fusheng Yu, Wladyslaw Homenda, Witold Pedrycz, Yuqing Tang, Agnieszka Jastrzebska, Fang Li
The Trend-Fuzzy-Granulation-Based Adaptive Fuzzy Cognitive Map for Long-Term Time Series Forecasting. IEEE Trans. Fuzzy Syst. 30 (12) (2022)
Gonzalo Nápoles, Isel Grau, Agnieszka Jastrzebska, Yamisleydi Salgueiro
Long short-term cognitive networks. Neural Comput. Appl. 34 (19) (2022)
Jakub Michal Bilski, Agnieszka Jastrzebska
COSTI: a New Classifier for Sequences of Temporal Intervals. DSAA (2022)
Agnieszka Jastrzebska, Wladyslaw Homenda, Witold Pedrycz
ARIMA Feature-Based Approach to Time Series Classification. ICCS (1) (2022)
Agnieszka Jastrzebska
Time series classification through visual pattern recognition. J. King Saud Univ. Comput. Inf. Sci. 34 (2) (2022)
Gonzalo Nápoles, Agnieszka Jastrzebska, Yamisleydi Salgueiro
Pattern classification with Evolving Long-term Cognitive Networks. Inf. Sci. 548 (2021)
Alejandro Morales Hernández, Gonzalo Nápoles, Agnieszka Jastrzebska, Yamisleydi Salgueiro, Koen Vanhoof
Online learning of windmill time series using Long Short-term Cognitive Networks. CoRR (2021)
Gonzalo Nápoles, Fabian Hoitsma, Andreas Knoben, Agnieszka Jastrzebska, Maikel León Espinosa
Prolog-based agnostic explanation module for structured pattern classification. CoRR (2021)
Agnieszka Jastrzebska, Alejandro Morales Hernández, Gonzalo Nápoles, Yamisleydi Salgueiro, Koen Vanhoof
Measuring Wind Turbine Health Using Drifting Concepts. CoRR (2021)
Jakub Bartak, Lukasz Jablonski, Agnieszka Jastrzebska
Examining GDP Growth and Its Volatility: An Episodic Approach. Entropy 23 (7) (2021)
Agnieszka Jastrzebska, Wladyslaw Homenda
Text-Based Delay Prediction in a Public Transport Monitoring System. SIGSPATIAL/GIS (2021)
Gonzalo Nápoles, Isel Grau, Agnieszka Jastrzebska, Yamisleydi Salgueiro
Long Short-term Cognitive Networks. CoRR (2021)
Agnieszka Jastrzebska
Lagged encoding for image-based time series classification using convolutional neural networks. Stat. Anal. Data Min. 13 (3) (2020)
Witold Pedrycz, Wladyslaw Homenda, Agnieszka Jastrzebska, Fusheng Yu
Information Granules and Granular Models: Selected Design Investigations. FUZZ-IEEE (2020)
Gonzalo Nápoles, Agnieszka Jastrzebska, Carlos Mosquera, Koen Vanhoof, Wladyslaw Homenda
Deterministic learning of hybrid Fuzzy Cognitive Maps and network reduction approaches. Neural Networks 124 (2020)
Wladyslaw Homenda, Agnieszka Jastrzebska, Witold Pedrycz, Fusheng Yu, Yihan Wang
Multicriteria Decision Making: Scale, Polarity, Symmetry, Interpretability. FUZZ-IEEE (2020)
Wladyslaw Homenda, Agnieszka Jastrzebska
Time-Series Classification Using Fuzzy Cognitive Maps. IEEE Trans. Fuzzy Syst. 28 (7) (2020)
Wladyslaw Homenda, Agnieszka Jastrzebska, Witold Pedrycz, Fusheng Yu
Combining Classifiers for Foreign Pattern Rejection. J. Artif. Intell. Soft Comput. Res. 10 (2) (2020)
Agnieszka Jastrzebska, Aleksander Cislak
Interpretation-aware Cognitive Map construction for time series modeling. Fuzzy Sets Syst. 361 (2019)
Yihan Wang, Fusheng Yu, Wladyslaw Homenda, Agnieszka Jastrzebska, Xiao Wang
A New Adaptive Fuzzy Cognitive Map-Based Forecasting Model for Time Series. ISKE (2019)
Wladyslaw Homenda, Agnieszka Jastrzebska
Foreign Patterns Rejection Using Clustering and Classification. IIAI-AAI (2017)
Wladyslaw Homenda, Agnieszka Jastrzebska
A Practical Study on Feature Selection Methods in Pattern Recognition: Examples of Handwritten Digits and Printed Musical Notation. IIAI-AAI (2017)
Wladyslaw Homenda, Agnieszka Jastrzebska, Piotr Waszkiewicz
Decision Making Beyond Pattern Recognition: Classification or Rejection. KES-IDT (1) (2017)
Wladyslaw Homenda, Agnieszka Jastrzebska
Clustering techniques for Fuzzy Cognitive Map design for time series modeling. Neurocomputing 232 (2017)
Agnieszka Jastrzebska, Rafael Toro Sluzhenko
Pattern Classification with Rejection Using Cellular Automata-Based Filtering. CISIM (2017)
Wladyslaw Homenda, Agnieszka Jastrzebska, Witold Pedrycz
Unsupervised Mode of Rejection of Foreign Patterns. Appl. Soft Comput. 57 (2017)
Wladyslaw Homenda, Agnieszka Jastrzebska, Witold Pedrycz
Multicriteria decision making inspired by human cognitive processes. Appl. Math. Comput. 290 (2016)
Wladyslaw Homenda, Agnieszka Jastrzebska, Piotr Waszkiewicz, Anna Zawadzka
Pattern Recognition with Rejection - Combining Standard Classification Methods with Geometrical Rejecting. CISIM (2016)
Witold Pedrycz, Agnieszka Jastrzebska, Wladyslaw Homenda
Design of Fuzzy Cognitive Maps for Modeling Time Series. IEEE Trans. Fuzzy Syst. 24 (1) (2016)
Aleksander Cislak, Wladyslaw Homenda, Agnieszka Jastrzebska
A Study on Fuzzy Cognitive Map Optimization Using Metaheuristics. CISIM (2016)
Wladyslaw Homenda, Agnieszka Jastrzebska, Witold Pedrycz
Time Series Modelling with Fuzzy Cognitive Maps - Study on an Alternative Concept's Representation Method. ICAART (2) (2015)
Wladyslaw Homenda, Agnieszka Jastrzebska
Global, local and embedded architectures for multiclass classification with foreign elements rejection: An overview. SoCPaR (2015)
Jakub Ciecierski, Bartomiej Dybisz, Agnieszka Jastrzebska, Witold Pedrycz
A Geometrical Approach to Rejecting Option in Pattern Recognition Problem. CISIM (2015)
Agnieszka Jastrzebska, Wojciech Lesinski, Mariusz Rybnik
Modelling Human Cognitive Processes - Unipolar vs Bipolar Uncertainty. CISIM (2015)
Wladyslaw Homenda, Agnieszka Jastrzebska, Witold Pedrycz
Rejecting Foreign Elements in Pattern Recognition Problem - Reinforced Training of Rejection Level. ICAART (2) (2015)
Wojciech Lesinski, Agnieszka Jastrzebska
Optical Music Recognition: Standard and Cost-Sensitive Learning with Imbalanced Data. CISIM (2015)
Wladyslaw Homenda, Agnieszka Jastrzebska, Witold Pedrycz
Joining Concept's Based Fuzzy Cognitive Map Model with Moving Window Technique for Time Series Modeling. CISIM (2014)
Wladyslaw Homenda, Agnieszka Jastrzebska, Witold Pedrycz
Nodes Selection Criteria for Fuzzy Cognitive Maps Designed to Model Time Series. IEEE Conf. on Intelligent Systems (2) (2014)
Wladyslaw Homenda, Agnieszka Jastrzebska, Witold Pedrycz
Modeling time series with fuzzy cognitive maps. FUZZ-IEEE (2014)
Wladyslaw Homenda, Agnieszka Jastrzebska, Witold Pedrycz
Granular Cognitive Map Reconstruction - Adjusting Granularity Parameters. ICEIS (2) (2014)
Wladyslaw Homenda, Agnieszka Jastrzebska, Witold Pedrycz
Fuzzy Cognitive Map Reconstruction - Methodologies and Experiments. ICAART (1) (2014)
Wladyslaw Homenda, Agnieszka Jastrzebska, Witold Pedrycz
Time Series Modeling with Fuzzy Cognitive Maps: Simplification Strategies - The Case of a Posteriori Removal of Nodes and Weights. CISIM (2014)
Wladyslaw Homenda, Agnieszka Jastrzebska
Similarities in structured spaces of sets. FUZZ-IEEE (2014)
Wladyslaw Homenda, Agnieszka Jastrzebska, Witold Pedrycz
Granular Cognitive Maps reconstruction. FUZZ-IEEE (2014)
Agnieszka Jastrzebska, Wojciech Lesinski
Optical Music Recognition as the Case of Imbalanced Pattern Recognition: A Study of Single Classifiers. KICSS (2013)
Agnieszka Jastrzebska, Wojciech Lesinski
Optical Music Recognition as the Case of Imbalanced Pattern Recognition: A Study of Complex Classifiers. ICSS (2013)
Agnieszka Jastrzebska, Wojciech Lesinski
Modeling in Feature and Concept Spaces: Exclusion Relations and Similarities of Features Related with Exclusions. KICSS (2013)
Wladyslaw Homenda, Agnieszka Jastrzebska
Similarities in Spaces of Features and Concepts: Towards Semantic Evaluations. FedCSIS (2013)
Wladyslaw Homenda, Agnieszka Jastrzebska
Complementarity and Similarity of Complementary Structures in Spaces of Features and Concepts. KICSS (2013)
Agnieszka Jastrzebska, Wladyslaw Homenda
On Structuring of the Space of Needs in the Framework of Fuzzy Sets Theory. ICCCI (1) (2012)
Agnieszka Jastrzebska, Wladyslaw Homenda
Modeling Consumer Decision Making Process with Triangular Norms. CISIM (2012)
Wladyslaw Homenda, Agnieszka Jastrzebska
Modeling consumer's choice theory using fuzzy sets and their generalizations. FUZZ-IEEE (2012)