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2020 – today
- 2024
[j5]Anna Jenul
, Henning Langen Stokmo, Stefan Schrunner, Geir Olav Hjortland, Mona-Elisabeth Revheim, Oliver Tomic:
Novel ensemble feature selection techniques applied to high-grade gastroenteropancreatic neuroendocrine neoplasms for the prediction of survival. Comput. Methods Programs Biomed. 244: 107934 (2024)- 2023
- [i5]Anna Jenul, Henning Langen Stokmo, Stefan Schrunner, Mona-Elisabeth Revheim, Geir Olav Hjortland, Oliver Tomic:
Towards Understanding the Survival of Patients with High-Grade Gastroenteropancreatic Neuroendocrine Neoplasms: An Investigation of Ensemble Feature Selection in the Prediction of Overall Survival. CoRR abs/2302.10106 (2023) - 2022
- [j4]Anna Jenul, Stefan Schrunner, Jürgen Pilz, Oliver Tomic:
A user-guided Bayesian framework for ensemble feature selection in life science applications (UBayFS). Mach. Learn. 111(10): 3897-3923 (2022) - [c3]Anna Jenul, Stefan Schrunner, Bao-Ngoc Huynh, Runar Helin, Cecilia Marie Futsaether, Kristian Hovde Liland, Oliver Tomic:
Ranking Feature-Block Importance in Artificial Multiblock Neural Networks. ICANN (4) 2022: 163-175 - [i4]Oliver Tomic, Alexandra Kuznetsova, Per Bruun Brockhoff, Thomas Graff, Tormod Næs:
ConsumerCheck: A Software for Analysis of Sensory and Consumer Data. CoRR abs/2201.04020 (2022) - 2021
- [j3]Anna Jenul, Stefan Schrunner, Kristian Hovde Liland, Ulf Geir Indahl, Cecilia Marie Futsaether, Oliver Tomic:
RENT - Repeated Elastic Net Technique for Feature Selection. IEEE Access 9: 152333-152346 (2021) - [j2]Anna Jenul, Stefan Schrunner, Bao Huynh, Oliver Tomic:
RENT: A Python Package for Repeated Elastic Net Feature Selection. J. Open Source Softw. 6(63): 3323 (2021) - [c2]Jintao Ren, Bao-Ngoc Huynh, Aurora Rosvoll Groendahl, Oliver Tomic, Cecilia Marie Futsaether, Stine Sofia Korreman:
PET Normalizations to Improve Deep Learning Auto-Segmentation of Head and Neck Tumors in 3D PET/CT. HECKTOR@MICCAI 2021: 83-91 - [c1]Bao-Ngoc Huynh, Jintao Ren, Aurora Rosvoll Groendahl, Oliver Tomic, Stine Sofia Korreman, Cecilia Marie Futsaether:
Comparing Deep Learning and Conventional Machine Learning for Outcome Prediction of Head and Neck Cancer in PET/CT. HECKTOR@MICCAI 2021: 318-326 - [i3]Anna Jenul, Stefan Schrunner, Jürgen Pilz, Oliver Tomic:
A User-Guided Bayesian Framework for Ensemble Feature Selection in Life Science Applications (UBayFS). CoRR abs/2104.14787 (2021) - [i2]Anna Jenul, Stefan Schrunner, Runar Helin, Kristian Hovde Liland, Cecilia Marie Futsaether, Oliver Tomic:
Multiblock-Networks: A Neural Network Analog to Component Based Methods for Multi-Source Data. CoRR abs/2109.10279 (2021) - 2020
- [i1]Anna Jenul, Stefan Schrunner, Kristian Hovde Liland, Ulf Geir Indahl, Cecilia Marie Futsaether, Oliver Tomic:
RENT - Repeated Elastic Net Technique for Feature Selection. CoRR abs/2009.12780 (2020)
2010 – 2019
- 2019
- [j1]Oliver Tomic, Thomas Graff, Kristian Hovde Liland, Tormod Næs:
hoggorm: a python library for explorative multivariate statistics. J. Open Source Softw. 4(39): 980 (2019)
Coauthor Index
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