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Agnieszka Jastrzębska

Warsaw University of Technology

14H-index
112Paper Count
727Citation Count
Published Papers 30
Publication Date
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Dealing with drifting data in computer vision applications. A case study of retail and quick service restaurants monitoring
errInformation and Software Technology
IF4.3
err2026-09-26
err0
PREAI
errAgnieszka Bier; Krzysztof Osiński; Michalina Wojtkowska; Agnieszka Jastrzębska
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Prediction of energy consumption in unmanned aerial vehicles
errElectric Power Systems Research
IF4.2
err2026-05-23
err0
PREAI
errJastrzebska, Agnieszka; Lerke, Mateusz; Kwiatkowski, Wojciech
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Sparseness-Optimized Feature Importance for Time Series Classification
errIEEE Access
IF3.6
err2026-02-23
err0
errOAAI
errIsel Grau; Gonzalo Nápoles; Agnieszka Jastrzebska; Yamisleydi Salgueiro
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errSave
A Survey on Algorithms Used for Drone Energy Consumption Modelling
errARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, ICAISC 2025, PT III
IF0
err2026-01-01
err0
PREAI
errJastrzebska, Agnieszka; Lagiewka, Zofia; Sieczka, Piotr; Zalewski, Jacek
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Forecast what matters, when it matters: Introducing Maynard, a tool for modern nowcasting
errSOFTWAREX
IF2.4
err2025-12-01
err0
errOAAI
errJowik, Elzbieta; Jastrzebska, Agnieszka; Gamrot, Michal
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Dual-mode SERS and colorimetric sensor for lung cancer VOC-biomarker detection using hydrogel patches
errChemical Engineering Journal
IF13.2
err2025-09-11
err0
PREAI
errJialin Li; Shaowei Liu; Amil Aligayev; Hao Jiang; null Muhammad; Shenhao Wang; Xin Yu; Jin Tao; Jiaqi Wang; Agnieszka Jastrzębska; Qing Huang
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Data classification with dynamically growing and shrinking neural networks
errnature computational science
IF3.7
err2025-07-01
err0
PREAI
errSzymon Świderski; Agnieszka Jastrzębska
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Learning-based aggregation of Quasi-Nonlinear Fuzzy Cognitive Maps
errNEUROCOMPUTING
IF6.5
err2025-04-01
err0
PREAI
errNapoles, Gonzalo; Grau, Isel; Jastrzebska, Agnieszka; Salgueiro, Yamisleydi
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Macroeconomic nowcasting (st)ability: Evidence from vintages of time-series data
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-04-01
err1
PREAI
errJowik, Elzbieta; Jastrzebska, Agnieszka
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Estimating the limit state space of quasi-nonlinear Fuzzy Cognitive Maps
errAPPLIED SOFT COMPUTING
IF6.6
err2025-01-01
err0
PREAI
errConcepcion, Leonardo; Napoles, Gonzalo; Jastrzebska, Agnieszka; Grau, Isel; Salgueiro, Yamisleydi
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On the Improvements of Metaheuristic Optimization-Based Strategies for Time Series Structural Break Detection
errInformatica
IF2.8
err2024-10-01
err1
PREAI
errBurczaniuk, Mateusz; Jastrzebska, Agnieszka
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Backpropagation through time learning for recurrence-aware long-term cognitive networks
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-07-01
err1
errOAAI
errNapoles, Gonzalo; Jastrzebska, Agnieszka; Grau, Isel; Salgueiro, Yamisleydi
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errSave
Time series classification with their image representation
errNEUROCOMPUTING
IF6.5
err2024-03-01
err0
PREAI
errHomenda, Wladyslaw; Jastrzebska, Agnieszka; Pedrycz, Witold; Wrzesien, Mariusz
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Forward Composition Propagation for Explainable Neural Reasoning
errIEEE COMPUTATIONAL INTELLIGENCE MAGAZINE
IF11.2
err2024-02-01
err1
errOAAI
errGrau, Isel; Napoles, Gonzalo; Bello, Marilyn; Salgueiro, Yamisleydi; Jastrzebska, Agnieszka
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CALIMERA: A new early time series classification method
errINFORMATION PROCESSING & MANAGEMENT
IF6.9
err2023-09-01
err4
errOAAI
errBilski, Jakub Michal; Jastrzebska, Agnieszka
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Training Novel Adaptive Fuzzy Cognitive Map by Knowledge-Guidance Learning Mechanism for Large-Scale Time-Series Forecasting
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2023-07-01
err9
PREAI
errWang, Yihan; Yu, Fusheng; Homenda, Wladyslaw; Pedrycz, Witold; Jastrzebska, Agnieszka; Wang, Xiao
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Fuzzy Cognitive Map-Driven Comprehensive Time-Series Classification
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2023-02-01
err12
PREAI
errJastrzebska, Agnieszka; Napoles, Gonzalo; Homenda, Wladyslaw; Vanhoof, Koen
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Detecting Regimes of Economic Growth With Fuzzy Concept-Based Models
errIEEE ACCESS
IF3.6
err2023-01-01
err0
errOAAI
errBartak, Jakub; Jastrzebska, Agnieszka
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The Trend-Fuzzy-Granulation-Based Adaptive Fuzzy Cognitive Map for Long-Term Time Series Forecasting
errIEEE TRANSACTIONS ON FUZZY SYSTEMS
IF11.9
err2022-12-01
err26
PREAI
errWang, Yihan; Yu, Fusheng; Homenda, Wladyslaw; Pedrycz, Witold; Tang, Yuqing; Jastrzebska, Agnieszka; Li, Fang
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Time-series classification with SAFE: Simple and fast segmented word embedding-based neural time series classifier
errINFORMATION PROCESSING & MANAGEMENT
IF6.9
err2022-09-01
err12
PREAI
errTabassum, Nuzhat; Menon, Sujeendran; Jastrzebska, Agnieszka
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errSave

Research Directions

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Co-authors
Cooperation Journals
W
Witold Pedrycz
H-index: 130 · Papers: 3.1K
黄
黄青 (Qing Huang)
H-index: 67 · Papers: 370
余鑫 cover
余鑫 (Xin Yu)
H-index: 56 · Papers: 350
J
Jialin Li
H-index: 50 · Papers: 445
K
Koen Vanhoof
H-index: 39 · Papers: 308
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