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Pathway-Based Dimensionality Reduction Approaches to Improve Boosted Trees Classification of Cancer Bulk RNA-Seq Data

Anghelina, Simona-Cristina LU (2025) In Master’s Theses in Mathematical Sciences BERM04 20251
Mathematics (Faculty of Engineering)
Please use this url to cite or link to this publication:
author
Anghelina, Simona-Cristina LU
supervisor
organization
course
BERM04 20251
year
type
H2 - Master's Degree (Two Years)
subject
keywords
Bulk RNA-seq, Dimensionality reduction, Cancer classification, Variational autoencoder, Biological pathways, Feature selection, High-dimensional data
publication/series
Master’s Theses in Mathematical Sciences
report number
LUNFTB-3005-2025
ISSN
1404-6342
other publication id
2025:E86
language
English
id
9204852
date added to LUP
2025-09-02 17:14:54
date last changed
2025-09-02 17:14:54
@misc{9204852,
  author       = {{Anghelina, Simona-Cristina}},
  issn         = {{1404-6342}},
  language     = {{eng}},
  note         = {{Student Paper}},
  series       = {{Master’s Theses in Mathematical Sciences}},
  title        = {{Pathway-Based Dimensionality Reduction Approaches to Improve Boosted Trees Classification of Cancer Bulk RNA-Seq Data}},
  year         = {{2025}},
}