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Katarzyna Musial

Identifiers

  • name variant Katarzyna Musial 0.60 · backfill

Papers (33)

  1. Multipath Adaptive Gated Bottleneck Latent ODE with Raman Data Fusion for Cell Culture Process Forecasting cs.LG · 2026 · author #4
  2. Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review cs.LG · 2025 · author #3
  3. How the use of feature selection methods influences the efficiency and accuracy of complex network simulations cs.AI · 2024 · author #1
  4. Deep Reinforcement Learning for Digital Twin-Oriented Complex Networked Systems cs.AI · 2024 · author #3
  5. Network Diffusion -- Framework to Simulate Spreading Processes in Complex Networks cs.SI · 2024 · author #6
  6. Network Disruption via Continuous Batch Removal: The Case of Sicilian Mafia cs.SI · 2023 · author #4
  7. Heterogeneous Feature Representation for Digital Twin-Oriented Complex Networked Systems cs.AI · 2023 · author #3
  8. Inferring Actual Treatment Pathways from Patient Records cs.LG · 2023 · author #3
  9. Machine Learning for Administrative Health Records: A Systematic Review of Techniques and Applications cs.LG · 2023 · author #3
  10. Digital Twin-Oriented Complex Networked Systems based on Heterogeneous Node Features and Interaction Rules cs.SI · 2023 · author #3
  11. Review and Assessment of Digital Twin--Oriented Social Network Simulators cs.SI · 2023 · author #3
  12. A Network Science perspective of Graph Convolutional Networks: A survey cs.SI · 2023 · author #3
  13. Maximising Influence Spread in Complex Networks by Utilising Community-based Driver Nodes as Seeds cs.SI · 2022 · author #4
  14. The Technological Emergence of AutoML: A Survey of Performant Software and Applications in the Context of Industry cs.LG · 2022 · author #3
  15. On Taking Advantage of Opportunistic Meta-knowledge to Reduce Configuration Spaces for Automated Machine Learning cs.LG · 2022 · author #3
  16. Towards Digital Twin Oriented Modelling of Complex Networked Systems and Their Dynamics: A Comprehensive Survey eess.SY · 2022 · author #3
  17. Automated Deep Learning: Neural Architecture Search Is Not the End cs.LG · 2021 · author #3
  18. Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine Learning cs.LG · 2021 · author #3
  19. AutonoML: Towards an Integrated Framework for Autonomous Machine Learning cs.LG · 2020 · author #2
  20. AutoWeka4MCPS-AVATAR: Accelerating Automated Machine Learning Pipeline Composition and Optimisation cs.LG · 2020 · author #3
  21. Measuring Quadrangle Formation in Complex Networks cs.SI · 2020 · author #3
  22. NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size cs.LG · 2020 · author #3
  23. Multi-level Graph Convolutional Networks for Cross-platform Anchor Link Prediction cs.SI · 2020 · author #6
  24. Foundations and modelling of dynamic networks using Dynamic Graph Neural Networks: A survey cs.SI · 2020 · author #3
  25. AVATAR -- Machine Learning Pipeline Evaluation Using Surrogate Model cs.LG · 2020 · author #3
  26. A Block-based Generative Model for Attributed Networks Embedding cs.LG · 2020 · author #4
  27. Sub-query Fragmentation for Query Analysis and Data Caching in the Distributed Environment cs.DB · 2019 · author #2
  28. Simulation and Augmentation of Social Networks for Building Deep Learning Models cs.LG · 2019 · author #3
  29. Interacting spreading processes in multilayer networks cs.SI · 2019 · author #2
  30. NetSim -- The framework for complex network generator cs.SI · 2018 · author #3
  31. Extraction of Multi-layered Social Networks from Activity Data cs.SI · 2014 · author #1
  32. Social Recommendations within the Multimedia Sharing Systems cs.SI · 2013 · author #1
  33. Multidimensional Social Network in the Social Recommender System cs.SI · 2013 · author #2

Mentions

  • 2506.12322 #3 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 2412.01096 #1 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 2411.06148 #3 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 2405.18085 #6 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 2309.01897 #3 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 2310.09987 #4 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 2309.13229 #3 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 2308.11034 #3 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 2308.14216 #3 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 2301.04824 #3 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 2305.03234 #3 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 2212.11611 #4 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 2211.04148 #3 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 2208.04376 #3 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 2112.09245 #3 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 2012.12600 #2 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 2202.09363 #3 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 2005.07496 #3 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 2105.00282 #3 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 2009.00437 #3 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 2011.11846 #3 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 2011.10763 #3 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 2001.01383 #4 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 2006.01963 #6 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 2001.11158 #3 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 1903.05932 #2 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 1910.04991 #2 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 1905.09087 #3 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 1805.10520 #3 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 1407.1056 #1 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 1303.0284 #1 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 1303.0093 #2 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 2606.26520 #4 · arxiv_oai · confidence 0.70 Katarzyna Musial
  • 1407.1056 #1 · backfill · confidence 0.70 Katarzyna Musial
  • 1303.0284 #1 · backfill · confidence 0.70 Katarzyna Musial
  • 1303.0093 #2 · backfill · confidence 0.70 Katarzyna Musial

Frequent Coauthors