Oliver Tomic

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Top Venues

J. Open Source Softw.

Publications

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 (2024)
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 (2023)
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) (2022)
Oliver Tomic, Alexandra Kuznetsova, Per Bruun Brockhoff, Thomas Graff, Tormod Næs
ConsumerCheck: A Software for Analysis of Sensory and Consumer Data. CoRR (2022)
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)
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)
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 (2021)
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)
Anna Jenul, Stefan Schrunner, Bao Huynh, Oliver Tomic
RENT: A Python Package for Repeated Elastic Net Feature Selection. J. Open Source Softw. 6 (63) (2021)
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 (2021)
Anna Jenul, Stefan Schrunner, Jürgen Pilz, Oliver Tomic
A User-Guided Bayesian Framework for Ensemble Feature Selection in Life Science Applications (UBayFS). CoRR (2021)
Anna Jenul, Stefan Schrunner, Kristian Hovde Liland, Ulf Geir Indahl, Cecilia Marie Futsaether, Oliver Tomic
RENT - Repeated Elastic Net Technique for Feature Selection. CoRR (2020)
Oliver Tomic, Thomas Graff, Kristian Hovde Liland, Tormod Næs
hoggorm: a python library for explorative multivariate statistics. J. Open Source Softw. 4 (39) (2019)