Daniel Kostrzewa

69 papers B 6C 8Journal 11Unranked 37
YearRankTypeTitle / Venue / Authors
2025 J jnl
Hyperspectral Pansharpening Enhanced With Multi-Image Super-Resolution for PRISMA Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Maciej Ziaja, Pawel Kowaleczko, Tomasz Tarasiewicz, Daniel Kostrzewa, Michal Kawulok
2025 C conf
Keypoint-based metric for evaluating image super-resolution quality.
FedCSIS
Jakub Sadel, Tomasz Tarasiewicz, Pawel Kowaleczko, Maciej Ziaja, Daniel Kostrzewa, Pawel Benecki, Michal Kawulok
2025 B conf
Metric Learning for Multi-image Super-Resolution.
PRICAI
Pawel Benecki, Daniel Kostrzewa, Michal Kawulok
2025 J jnl
Toward task-driven satellite image super-resolution.
CoRR
Maciej Ziaja, Pawel Kowaleczko, Daniel Kostrzewa, Nicolas Longépé, Michal Kawulok
2024 — conf
Enhancing Anomaly Detection in Automated Guided Vehicles through Feature Weight Optimization.
GECCO Companion
Pawel Benecki, Daniel Kostrzewa, Piotr Grzesik, Bohdan Shubyn, Dariusz Mrozek
2024 — conf
From Sound to Map: Predicting Geographic Origin in Traditional Music Works.
ICCS (2)
Daniel Kostrzewa, Pawel Grabczynski
2024 B conf
Fuzzy Querying in the Cloud-based Environment for Data Stream-driven Predictive Maintenance in AGV-enabled Smart Factories.
IEEE Big Data
Bozena Malysiak-Mrozek, Dominik Romanów, Piotr Grzesik, Pawel Benecki, Alexandre Niyomugaba, Theodore Habimana, Daniel Kostrzewa, Krzysztof Tokarz, Che-Lun Hung, Dariusz Mrozek
2024 — conf
Genetic Algorithm-Based Optimization ofWeighted Voting in Ensemble Models for Time Signature Detection.
GECCO Companion
Jeremiah Abimbola, Daniel Kostrzewa, Pawel Kasprowski
2024 J jnl
Hyperspectral Image Super-Resolution: Task-Based Evaluation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Michal Kawulok, Pawel Kowaleczko, Maciej Ziaja, Jakub Nalepa, Daniel Kostrzewa, Daniele Latini, Davide De Santis, Giorgia Salvucci, Ilaria Petracca, Valeria La Pegna, Zoltan Bartalis, Fabio Del Frate
2024 — conf
Music Genre Classification Using Hybrid Committees and Voting Mechanisms.
ICCCI (CCIS Volume 1)
Daniel Kostrzewa, Piotr Berezka, Robert Brzeski
2024 J jnl
Music time signature detection using ResNet18.
EURASIP J. Audio Speech Music. Process.
Jeremiah Abimbola, Daniel Kostrzewa, Pawel Kasprowski
2024 C conf
Toward Task-Driven Satellite Image Super-Resolution.
IGARSS
Maciej Ziaja, Pawel Kowaleczko, Daniel Kostrzewa, Nicolas Longépé, Michal Kawulok
2024 — conf
Towards Detection of Anomalies in Automated Guided Vehicles Based on Telemetry Data.
ICCS (7)
Pawel Benecki, Daniel Kostrzewa, Marek Drewniak, Bohdan Shubyn, Piotr Grzesik, Vaidy S. Sunderam, Boleslaw Pochopien, Andrzej Kwiecien, Bozena Malysiak-Mrozek, Dariusz Mrozek
2023 B conf
CLEANSE - Cluster-based Undersampling Method.
KES
Malgorzata Bach, Paulina Trofimiak, Daniel Kostrzewa, Aleksandra Werner
2023 B conf
Effective Prediction of Energy Consumption in Automated Guided Vehicles with Recurrent and Convolutional Neural Networks.
IEEE Big Data
Pawel Benecki, Daniel Kostrzewa, Piotr Grzesik, Bohdan Shubyn, Jia-Hao Syu, Jerry Chun-Wei Lin, Vaidy S. Sunderam, Dariusz Mrozek
2023 J jnl
Federated Learning for improved prediction of failures in Autonomous Guided Vehicles.
J. Comput. Sci.
Bohdan Shubyn, Daniel Kostrzewa, Piotr Grzesik, Pawel Benecki, Taras Maksymyuk, Vaidy S. Sunderam, Jia-Hao Syu, Jerry Chun-Wei Lin, Dariusz Mrozek
2023 — conf
Genetic Structural NAS: A Neural Network Architecture Search with Flexible Slot Connections.
GECCO Companion
Jakub Sadel, Michal Kawulok, Mateusz Przeliorz, Jakub Nalepa, Daniel Kostrzewa
2023 C conf
Hyperspectral Image Pansharpening: The Prisma Case Study.
IGARSS
Maciej Ziaja, Pawel Kowaleczko, Jakub Nalepa, Daniel Kostrzewa, Daniele Latini, Davide De Santis, Giorgia Salvucci, Ilaria Petracca, Valeria La Pegna, Fabio Del Frate, Michal Kawulok
2023 — conf
Optimization of MFCCs for Time Signature Detection Using Genetic Algorithm.
GECCO Companion
Jeremiah Abimbola, Daniel Kostrzewa, Pawel Kasprowski
2023 — conf
Optimizing Telemetry Signal Influence for Power Consumption Prediction.
GECCO Companion
Pawel Benecki, Daniel Kostrzewa, Piotr Grzesik, Bohdan Shubyn, Dariusz Mrozek
2023 C conf
Perceptual Loss for Training Multi-Image Super-Resolution.
IGARSS
Pawel Benecki, Daniel Kostrzewa, Michal Kawulok
2023 — conf
Resource Consumption of Federated Learning Approach Applied on Edge IoT Devices in the AGV Environment.
ICCS (5)
Bohdan Shubyn, Piotr Grzesik, Taras Maksymyuk, Daniel Kostrzewa, Pawel Benecki, Jia-Hao Syu, Jerry Chun-Wei Lin, Vaidy S. Sunderam, Dariusz Mrozek
2023 — conf
Tempo and Time Signature Detection of a Musical Piece.
ICCS (1)
Daniel Kostrzewa, Marek Zabialowicz
2023 C conf
Understanding the Value of Hyperspectral Image Super-Resolution from Prisma Data.
IGARSS
Michal Kawulok, Pawel Kowaleczko, Maciej Ziaja, Jakub Nalepa, Daniel Kostrzewa, Daniele Latini, Davide De Santis, Giorgia Salvucci, Ilaria Petracca, Valeria La Pegna, Zoltan Bartalis, Fabio Del Frate
2022 — conf
Designing a Training Set for Musical Instruments Identification.
ICCS (1)
Daniel Kostrzewa, Blazej Koza, Pawel Benecki
2022 — conf
Evolvable hybrid ensembles for musical genre classification.
GECCO Companion
Daniel Kostrzewa, Michal Ciszynski, Robert Brzeski
2022 — conf
Federated Learning for Anomaly Detection in Industrial IoT-enabled Production Environment Supported by Autonomous Guided Vehicles.
ICCS (4)
Bohdan Shubyn, Dariusz Mrozek, Taras Maksymyuk, Vaidy S. Sunderam, Daniel Kostrzewa, Piotr Grzesik, Pawel Benecki
2022 B conf
Forecasting of Energy Consumption for Anomaly Detection in Automated Guided Vehicles: Models and Feature Selection.
SMC
Pawel Benecki, Daniel Kostrzewa, Piotr Grzesik, Bohdan Shubyn, Dariusz Mrozek
2022 J jnl
MuS2: A Benchmark for Sentinel-2 Multi-Image Super-Resolution.
CoRR
Pawel Kowaleczko, Tomasz Tarasiewicz, Maciej Ziaja, Daniel Kostrzewa, Jakub Nalepa, Przemyslaw Rokita, Michal Kawulok
2022 — conf
On-Edge Aggregation Strategies over Industrial Data Produced by Autonomous Guided Vehicles.
ICCS (4)
Piotr Grzesik, Pawel Benecki, Daniel Kostrzewa, Bohdan Shubyn, Dariusz Mrozek
2022 J jnl
Singing Voice Detection: A Survey.
Entropy
Ramy Monir, Daniel Kostrzewa, Dariusz Mrozek
2022 — conf
Wide Ensembles of Neural Networks in Music Genre Classification.
ICCS (1)
Daniel Kostrzewa, Wojciech Mazur, Robert Brzeski
2021 C conf
Deep Learning for Multiple-Image Super-Resolution of Sentinel-2 Data.
IGARSS
Michal Kawulok, Tomasz Tarasiewicz, Jakub Nalepa, Diana Tyrna, Daniel Kostrzewa
2021 — conf
Detecting anomalies in spacecraft telemetry using evolutionary thresholding and LSTMs.
GECCO Companion
Pawel Benecki, Szymon Piechaczek, Daniel Kostrzewa, Jakub Nalepa
2021 — conf
Music Genre Classification: Looking for the Perfect Network.
ICCS (1)
Daniel Kostrzewa, Piotr Kaminski, Robert Brzeski
2021 J jnl
Time Signature Detection: A Survey.
Sensors
Jeremiah Abimbola, Daniel Kostrzewa, Pawel Kasprowski
2020 J jnl
Deep Learning for Multiple-Image Super-Resolution.
IEEE Geosci. Remote. Sens. Lett.
Michal Kawulok, Pawel Benecki, Szymon Piechaczek, Krzysztof Hrynczenko, Daniel Kostrzewa, Jakub Nalepa
2020 C conf
Evaluating Super-Resolution of Satellite Images: A Proba-V Case Study.
IGARSS
Michal Kawulok, Pawel Benecki, Jakub Nalepa, Daniel Kostrzewa
2020 — conf
Optimization of the Values of Classifiers Parameters - Is it Still Worthwhile to Deal with it?
ICAISC (1)
Daniel Kostrzewa, Konrad Karczewski, Robert Brzeski
2019 — ed.
Beyond Databases, Architectures and Structures. Paving the Road to Smart Data Processing and Analysis - 15th International Conference, BDAS 2019, Ustroń, Poland, May 28-31, 2019, Proceedings
BDAS
Stanislaw Kozielski, Dariusz Mrozek, Pawel Kasprowski, Bozena Malysiak-Mrozek, Daniel Kostrzewa
2019 J jnl
Deep Learning for Multiple-Image Super-Resolution.
CoRR
Michal Kawulok, Pawel Benecki, Szymon Piechaczek, Krzysztof Hrynczenko, Daniel Kostrzewa, Jakub Nalepa
2019 — conf
Enhancing the Resolution of Satellite Images Using the Best Matching Image Fragment.
ACIIDS (1)
Daniel Kostrzewa, Pawel Benecki, Lukasz Jenczmyk
2019 — conf
Influence of the Applied Outlier Detection Methods on the Quality of Classification.
ICMMI
Blazej Moska, Daniel Kostrzewa, Robert Brzeski
2019 C conf
On Training Deep Networks for Satellite Image Super-Resolution.
IGARSS
Michal Kawulok, Szymon Piechaczek, Krzysztof Hrynczenko, Pawel Benecki, Daniel Kostrzewa, Jakub Nalepa
2019 J jnl
On training deep networks for satellite image super-resolution.
CoRR
Michal Kawulok, Szymon Piechaczek, Krzysztof Hrynczenko, Pawel Benecki, Daniel Kostrzewa, Jakub Nalepa
2019 — conf
Super-Resolution Reconstruction Using Deep Learning: Should We Go Deeper?
BDAS
Daniel Kostrzewa, Szymon Piechaczek, Krzysztof Hrynczenko, Pawel Benecki, Jakub Nalepa, Michal Kawulok
2019 — conf
The Data Dimensionality Reduction and Features Weighting in the Classification Process Using Forest Optimization Algorithm.
ACIIDS (Extended Posters)
Daniel Kostrzewa, Robert Brzeski
2018 — conf
B4MultiSR: A Benchmark for Multiple-Image Super-Resolution Reconstruction.
BDAS
Daniel Kostrzewa, Lukasz Skonieczny, Pawel Benecki, Michal Kawulok
2018 — ed.
Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety - 14th International Conference, BDAS 2018, Held at the 24th IFIP World Computer Congress, WCC 2018, Poznan, Poland, September 18-20, 2018, Proceedings
BDAS
Stanislaw Kozielski, Dariusz Mrozek, Pawel Kasprowski, Bozena Malysiak-Mrozek, Daniel Kostrzewa
2018 — conf
Evolving imaging model for super-resolution reconstruction.
GECCO (Companion)
Michal Kawulok, Pawel Benecki, Daniel Kostrzewa, Lukasz Skonieczny
2018 — conf
Optimizing Super-resolution Reconstruction using a Genetic Algorithm.
ICAART (2)
Michal Kawulok, Daniel Kostrzewa, Pawel Benecki, Lukasz Skonieczny
2018 — conf
The Classification of Music by the Genre Using the KNN Classifier.
BDAS
Daniel Kostrzewa, Robert Brzeski, Maciej Kubanski
2018 B conf
Towards Evolutionary Super-Resolution.
EvoApplications
Michal Kawulok, Pawel Benecki, Daniel Kostrzewa, Lukasz Skonieczny
2018 — conf
Towards Robust Evaluation of Super-Resolution Satellite Image Reconstruction.
ACIIDS (1)
Michal Kawulok, Pawel Benecki, Jakub Nalepa, Daniel Kostrzewa, Lukasz Skonieczny
2017 — conf
Adjusting Parameters of the Classifiers in Multiclass Classification.
BDAS
Daniel Kostrzewa, Robert Brzeski
2017 — ed.
Beyond Databases, Architectures and Structures. Towards Efficient Solutions for Data Analysis and Knowledge Representation - 13th International Conference, BDAS 2017, Ustroń, Poland, May 30 - June 2, 2017, Proceedings
BDAS
Stanislaw Kozielski, Dariusz Mrozek, Pawel Kasprowski, Bozena Malysiak-Mrozek, Daniel Kostrzewa
2017 — conf
Parametric Optimization of the Selected Classifiers in Binary Classification.
ACIIDS (Extended Posters)
Daniel Kostrzewa, Robert Brzeski
2017 — conf
The Data Dimensionality Reduction in the Classification Process Through Greedy Backward Feature Elimination.
ICMMI
Daniel Kostrzewa, Robert Brzeski
2016 — ed.
Beyond Databases, Architectures and Structures. Advanced Technologies for Data Mining and Knowledge Discovery - 12th International Conference, BDAS 2016, Ustroń, Poland, May 31 - June 3, 2016, Proceedings
BDAS
Stanislaw Kozielski, Dariusz Mrozek, Pawel Kasprowski, Bozena Malysiak-Mrozek, Daniel Kostrzewa
2016 — conf
Performance Aspect of the In-Memory Databases Accessed via JDBC.
BDAS
Daniel Kostrzewa, Malgorzata Bach, Robert Brzeski, Aleksandra Werner
2015 — ed.
Beyond Databases, Architectures and Structures - 11th International Conference, BDAS 2015, Ustroń, Poland, May 26-29, 2015, Proceedings
BDAS
Stanislaw Kozielski, Dariusz Mrozek, Pawel Kasprowski, Bozena Malysiak-Mrozek, Daniel Kostrzewa
2014 — ed.
Beyond Databases, Architectures, and Structures - 10th International Conference, BDAS 2014, Ustron, Poland, May 27-30, 2014. Proceedings
BDAS
Stanislaw Kozielski, Dariusz Mrozek, Pawel Kasprowski, Bozena Malysiak-Mrozek, Daniel Kostrzewa
2014 — conf
Heuristic Method of Feature Selection for Person Re-identification Based on Gait Motion Capture Data.
ACIIDS (2)
Henryk Josinski, Agnieszka Michalczuk, Daniel Kostrzewa, Adam Switonski, Konrad W. Wojciechowski
2014 — conf
The exIWO Metaheuristic - A Recapitulation of the Research on the Join Ordering Problem.
BDAS
Daniel Kostrzewa, Henryk Josinski
2013 — ch.
Feature Extraction and HMM-Based Classification of Gait Video Sequences for the Purpose of Human Identification.
Vision Based Systemsfor UAV Applications
Henryk Josinski, Daniel Kostrzewa, Agnieszka Michalczuk, Adam Switonski, Konrad W. Wojciechowski
2013 — conf
Using the Expanded IWO Algorithm to Solve the Traveling Salesman Problem.
ICAART (2)
Daniel Kostrzewa, Henryk Josinski
2012 — conf
The Modified IWO Algorithm for Optimization of Numerical Functions.
ICAISC (SIDE-EC)
Daniel Kostrzewa, Henryk Josinski
2011 — conf
Verification of the Search Space Exploration Strategy Based on the Solutions of the Join Ordering Problem.
ICMMI
Daniel Kostrzewa, Henryk Josinski
2009 — conf
The Comparison of an Adapted Evolutionary Algorithm with the Invasive Weed Optimization Algorithm Based on the Problem of Predetermining the Progress of Distributed Data Merging Process.
ICMMI
Daniel Kostrzewa, Henryk Josinski