Jakub Nalepa - Institute of Informatics, Silesian University of Technology

基本信息

Career Trajectory

Bio

Areas of research: - machine learning and pattern recognition, especially support vector machines, - evolutionary algorithms: genetic and memetic algorithms, - medical imaging and clinical decision support, - parallel algorithms, - data mining. Google Scholar profile: https://scholar.google.pl/citations?user=kt6EnKcAAAAJ&hl=en DBLP profile: http://dblp.uni-trier.de/pers/hd/n/Nalepa:Jakub

Research Interests

Papers共 224 篇Author StatisticsCo-AuthorSimilar Experts

By YearBy Citation主题筛选期刊级别筛选合作者筛选合作机构筛选

Light-cone Feature Selection in Methane Hyperspectral Images

Artur Miroszewski,Jakub Nalepa,Agata M. Wijata

arxiv（2025）

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Trojan Horse Hunt in Time Series Forecasting for Space Operations

Krzysztof Kotowski, Ramez Shendy,Jakub Nalepa, Przemysław Biecek, Piotr Wilczyński, Agata Kaczmarek, Dawid Płudowski, Artur Janicki, Evridiki Ntagiou

arxiv（2025）

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To Center or Not to Center? Hyperspectral Data Vs. Quantum Covariance Matrices

Artur Miroszewski,Jakub Nalepa,Agata M. Wijata

arxiv（2025）

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Enhancing Coronary Artery Calcium Scoring Via Multi-Organ Segmentation on Non-Contrast Cardiac Computed Tomography

Jakub Nalepa,Tomasz Bartczak,Mariusz Bujny,Jarosław Gośliński,Katarzyna Jesionek, Wojciech Malara,Filip Malawski,Karol Miszalski-Jamka, Patrycja Rewa,Marcin Kostur

CoRR (2025)

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Monitoring Forest Changes with Foundation Models and Sentinel-2 Time Series

Jakub Sadel, Lukasz Tulczyjew,Agata M. Wijata, Mateusz Przeliorz,Jakub Nalepa

IEEE Geoscience and Remote Sensing Lettersno. 99 (2025): 1-1

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Identifying Wagon Numbers Using Transformers

Bartlomiej Gladys, Bartlomiej Wojakowicz, Michal Bober,Jakub Nalepa

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE（2025）

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The OPS-SAT Benchmark for Detecting Anomalies in Satellite Telemetry

Bogdan Ruszczak,Krzysztof Kotowski, David Evans,Jakub Nalepa

Scientific datano. 1 (2025): 710-710

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Giraffe: A Genetic Programming Algorithm to Build Deep Learning Ensembles for Ecg Arrhythmia Classification

Damian Kucharski,Agata M. Wijata,Lu Fu,Weidong Lin,Yumei Xue,Jacek Kawa,Yalin Zheng,Gregory Y. H. Lip,Jakub Nalepa

IEEE International Conference on Image Processingpp.3070-3076, (2024)

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Utility of Quantum Kernel Machines in Remote Sensing Applications

Artur Miroszewski,Bertrand Le Saux,Nicolas Longépé,Jakub Nalepa

IGARSSpp.799-803, (2024)

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Crafting Deep Learning Models for Classifying ECG Paper Printouts

Damian Marek Kucharski, Arkadiusz Paweł Czerwiński, Agata Maria Wijata,Jacek Kawa,Yalin Zheng, Gregory Lip,Jakub Nalepa

Computing in Cardiology Conference (CinC) 2024 Computing in Cardiology Conference (CinC) (2024)

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