Author

Agnieszka Jastrzębska

Observed names: A. Jastrzębska, Agnieszka Jastrzebska, Agnieszka Jastrzȩbska, Jastrzębska, Agnieszka

Institutions: Warsaw University of Technology, John Paul II Catholic University of Lublin, University of Bari Aldo Moro

Observed institutions: Warsaw University of Technology, John Paul II Catholic University of Lublin, University of Alberta, University of Białystok, Institute of Computer Science, University of Information Technology and Management in Rzeszow, University of Bari Aldo Moro, Systems Research Institute, Polish Academy of Sciences

ORCID: 0000-0001-5361-5787

Observed ORCIDs: 0000-0001-5361-5787, 0000-0001-8900-1859

OpenAlex ID: A5033442768

Design of Fuzzy Cognitive Maps for Modeling Time Series

2015 · Witold Pedrycz, Agnieszka Jastrzebska, et al. · IEEE Transactions on Fuzzy Systems · 104

The Trend-Fuzzy-Granulation-Based Adaptive Fuzzy Cognitive Map for Long-Term Time Series Forecasting

2022 · Yihan Wang, Fusheng Yu, et al. · IEEE Transactions on Fuzzy Systems · 66

Modeling time series with fuzzy cognitive maps

2014 · Wladyslaw Homenda, Agnieszka Jastrzebska, et al. · IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) · 55

Deterministic learning of hybrid Fuzzy Cognitive Maps and network reduction approaches

2020 · Gonzalo Nápoles, Agnieszka Jastrzębska, et al. · Neural Networks · 40

Time Series Modeling with Fuzzy Cognitive Maps: Simplification Strategies

2014 · Wladyslaw Homenda, Agnieszka Jastrzebska, et al. · Lecture notes in computer science · 34

Clustering techniques for Fuzzy Cognitive Map design for time series modeling

2016 · Wladyslaw Homenda, Agnieszka Jastrzebska · Neurocomputing · 31

Time Series Classification using Fuzzy Cognitive Maps

2019 · Wladyslaw Homenda, Agnieszka Jastrzebska · IEEE Transactions on Fuzzy Systems · 30

Prolog-based agnostic explanation module for structured pattern classification

2022 · Gonzalo Nápoles, Fabian Hoitsma, et al. · Information Sciences · 28

Time-series classification with SAFE: Simple and fast segmented word embedding-based neural time series classifier

2022 · Nuzhat Tabassum, Sujeendran Menon, et al. · Information Processing & Management · 27

CALIMERA: A new early time series classification method

2023 · Jakub Michał Bilski, Agnieszka Jastrzębska · Information Processing & Management · 26

Variable-Length Multivariate Time Series Classification Using ROCKET: A Case Study of Incident Detection

2022 · Agnieszka Bier, Agnieszka Jastrzebska, et al. · IEEE Access · 25

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Training Novel Adaptive Fuzzy Cognitive Map by Knowledge-Guidance Learning Mechanism for Large-Scale Time-Series Forecasting

2021 · Yihan Wang, Fusheng Yu, et al. · IEEE Transactions on Cybernetics · 24

Fuzzy Cognitive Map-Driven Comprehensive Time-Series Classification

2021 · Agnieszka Jastrzebska, Gonzalo Napoles, et al. · IEEE Transactions on Cybernetics · 24

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

2014 · Wladyslaw Homenda, Agnieszka Jastrzebska, et al. · Advances in intelligent systems and computing · 24

Long short-term cognitive networks

2022 · Gonzalo Nápoles, Isel Grau, et al. · Neural Computing and Applications · 20

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Joining Concept’s Based Fuzzy Cognitive Map Model with Moving Window Technique for Time Series Modeling

2014 · Wladyslaw Homenda, Agnieszka Jastrzebska, et al. · Lecture notes in computer science · 19

Introduction to 2D materials and their applications

2024 · Diana Berman, Agnieszka Jastrzebska, et al. · RSC Advances · 18

Time series classification through visual pattern recognition

2019 · Agnieszka Jastrzebska · Journal of King Saud University - Computer and Information Sciences · 18

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Multicriteria decision making inspired by human cognitive processes

2016 · Wladyslaw Homenda, Agnieszka Jastrzebska, et al. · Applied Mathematics and Computation · 16

Backpropagation through time learning for recurrence-aware long-term cognitive networks

2024 · Gonzalo Nápoles, Agnieszka Jastrzebska, et al. · Knowledge-Based Systems · 15

Dual-mode SERS and colorimetric sensor for lung cancer VOC-biomarker detection using hydrogel patches

2025 · Jialin Li, Shaowei Liu, et al. · Chemical Engineering Journal · 14

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Examining GDP Growth and Its Volatility: An Episodic Approach

2021 · Jakub Bartak, Łukasz Jabłoński, et al. · Entropy · 12

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Measuring wind turbine health using fuzzy-concept-based drifting models

2022 · Agnieszka Jastrzebska, Alejandro Morales Hernández, et al. · Renewable Energy · 11

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Evaluating time series similarity using concept-based models

2021 · Agnieszka Jastrzebska, Gonzalo Nápoles, et al. · Knowledge-Based Systems · 11

Pattern classification with Evolving Long-term Cognitive Networks

2020 · Gonzalo Nápoles, Agnieszka Jastrzębska, et al. · Information Sciences · 11

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Works count: 116

Citation count: 904

H-index: 18

I10-index: 29