Simon Kocbek

According to our database1, Simon Kocbek authored at least 18 papers between 2007 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 




Local Interpretability of Calibrated Prediction Models: A Case of Type 2 Diabetes Mellitus Screening Test.
CoRR, 2020

BioHackathon series in 2013 and 2014: improvements of semantic interoperability in life science data and services.
F1000Research, 2019

Using (Automated) Machine Learning and Drug Prescription Records to Predict Mortality and Polypharmacy in Older Type 2 Diabetes Mellitus Patients.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

Automated Machine Learning Techniques in Prognostics of Railway Track Defects.
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

Extracting Disease-Phenotype Relations from Text with Disease-Phenotype Concept Recognisers and Association Rule Mining.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

Text mining electronic hospital records to automatically classify admissions against disease: Measuring the impact of linking data sources.
J. Biomed. Informatics, 2016

Building a dictionary of lexical variants for phenotype descriptors.
Proceedings of the 15th Workshop on Biomedical Natural Language Processing, 2016

BioHackathon series in 2011 and 2012: penetration of ontology and linked data in life science domains.
J. Biomed. Semant., 2014

Exploring Temporal Patterns in Emergency Department Triage Notes with Topic Models.
Proceedings of the Australasian Language Technology Association Workshop, 2014

Visualizing ontology mappings to help ontology engineers identify relevant ontologies for their reuse.
Proceedings of the 4th International Conference on Biomedical Ontology, 2013

Visual Presentation of Mappings Between Biomedical Ontologies.
Proceedings of the 5th International Workshop on Semantic Web Applications and Tools for Life Sciences, 2012

AGRA: analysis of gene ranking algorithms.
Bioinform., 2011

Tuning Decision Tree Models by Imposing Visual Constraints.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2011

Poster: Analysis of gene ranking algorithms with extraction of relevant biomedical concepts from PubMed publications.
Proceedings of the IEEE 1st International Conference on Computational Advances in Bio and Medical Sciences, 2011

Stability of different feature selection methods for selecting protein sequence descriptors in protein solubility classification problem.
Proceedings of the IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), 2010

Unsupervised variance based preprocessing of microarray data.
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009

Sentiment in Science - A Case Study of CBMS Contributions in Years 2003 to 2007.
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

Discovering new knowledge with advanced data mining tool.
Proceedings of the 7th IEEE International Conference on Advanced Learning Technologies, 2007