Ondřej Budík

Sewanee: The University of the South — United States

Computer Science · Physical Sciences

3h-index25citations9works1.22yr avg
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Research Topics

Neural Networks and Applications(5), Anomaly Detection Techniques and Applications(3), Time Series Analysis and Forecasting(2), Data Stream Mining Techniques(2), IoT and Edge/Fog Computing(1)

Publications9 total

Physically Informed Higher-Order Neural Units Reduce the Curse of Dimensionality and Improve Explainability
Procedia Computer Science·2025Open Access
Potentials of Gated Higher Order Neural Units for Signal Decomposition and Process Monitoring
Procedia Computer Science·2025Open Access
AISLEX: Approximate individual sample learning entropy with JAX
SoftwareX·2024Open Access
Intelligent inspection probe for monitoring bark beetle activities using embedded IoT real-time object detection
Engineering Science and Technology an International Journal·2024· 6 citedOpen Access
Aislex: Approximate Individual Sample Learning Entropy with Jax
SSRN Electronic Journal·2024Open Access
Living Lab Long-Term Sustainability in Hybrid Access Positive Energy Districts—A Prosumager Smart Fog Computing Perspective
IEEE Internet of Things Journal·2023· 8 citedOpen Access
Energy-efficient smart solar system cooling for real-time dynamic weather changes in mild-climate regions
Renewable and Sustainable Energy Reviews·2023· 10 citedOpen Access
Learning Entropy: On Shannon vs. Machine-Learning-Based Information in Time Series
Communications in computer and information science·2022· 1 cited
Learning Entropy of Adaptive Filters via Clustering Techniques
2020

Frequent Co-authors

Ivo Bukovský(7), Milan Novák(4), Rudolf Vohnout(2), Jakub Geyer(2), Miloš Prokýšek(2), Pavel Steinbauer(2), Florian Sobieczky(2), Ladislav Landkamer(1), Markus Eider(1), Amrit Mukherjee(1), Shuo‐Yan Chou(1), Rohit Sharma(1), Tomáš Horváth(1), Annemie Wyckmans(1), Petr Doležal(1), Ladislav Ptáček(1), Markéta Davídková(1), Vit Pawlik(1), Katerina Marzova(1), Gejza Dohnal(1)