Gregor Stiglic

According to our database1, Gregor Stiglic authored at least 50 papers between 2004 and 2019.

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

Timeline

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PhD thesis 
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Bibliography

2019
Challenges associated with missing data in electronic health records: A case study of a risk prediction model for diabetes using data from Slovenian primary care.
Health Informatics Journal, 2019

Maximizing Interpretability and Cost-Effectiveness of Surgical Site Infection (SSI) Predictive Models Using Feature-Specific Regularized Logistic Regression on Preoperative Temporal Data.
Comp. Math. Methods in Medicine, 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

Local vs. Global Interpretability of Machine Learning Models in Type 2 Diabetes Mellitus Screening.
Proceedings of the Artificial Intelligence in Medicine: Knowledge Representation and Transparent and Explainable Systems, 2019

2018
Risk Factors for Development of Antibiotic Resistance of Enterococcus Faecium to Vancomycin. A Subgroup Discovery Approach.
Proceedings of the Advances in Artificial Intelligence, 2018

2017
Stability selection using a genetic algorithm and logistic linear regression on healthcare records.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016
Data Mining for Medical Informatics (DMMI) - Learning Health.
Proceedings of the AMIA 2016, 2016

2015
Mobile Applications for Type 2 Diabetes Risk Estimation: a Systematic Review.
J. Medical Systems, 2015

Interestingness measure for mining sequential patterns in sports.
Journal of Intelligent and Fuzzy Systems, 2015

Recognizing the intensity of strength training exercises with wearable sensors.
Journal of Biomedical Informatics, 2015

Guest editorial: Special issue on data mining for medicine and healthcare.
Data Min. Knowl. Discov., 2015

Analyzing Search Behavior of Healthcare Professionals for Drug Safety Surveillance.
Proceedings of the Biocomputing 2015: Proceedings of the Pacific Symposium, 2015

Improving Hospital Readmission Prediction Using Domain Knowledge Based Virtual Examples.
Proceedings of the Knowledge Management in Organizations - 10th International Conference, 2015

Data Analytics in Healthcare Informatics.
Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

Domain knowledge Based Hierarchical Feature Selection for 30-Day Hospital Readmission Prediction.
Proceedings of the Artificial Intelligence in Medicine, 2015

2014
Contrasting temporal trend discovery for large healthcare databases.
Computer Methods and Programs in Biomedicine, 2014

Tutorial: Developing and Deploying Healthcare Predictive Models in R.
Proceedings of the 2014 IEEE International Conference on Healthcare Informatics, 2014

Readmission Classification Using Stacked Regularized Logistic Regression Models.
Proceedings of the AMIA 2014, 2014

2013
Enhancing Identification of Opinion Spammer Groups.
Proceedings of the International Conference on Making Sense of Converging Media, 2013

Temporal Evaluation of Risk Factors for Acute Myocardial Infarction Readmissions.
Proceedings of the IEEE International Conference on Healthcare Informatics, 2013

2012
Evolutionary design of decision trees for medical application.
Wiley Interdiscip. Rev. Data Min. Knowl. Discov., 2012

How Hard Am I Training? Using Smart Phones to Estimate Sport Activity Intensity.
Proceedings of the 32nd International Conference on Distributed Computing Systems Workshops (ICDCS 2012 Workshops), 2012

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

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

Interpretability of Sudden Concept Drift in Medical Informatics Domain.
Proceedings of the Data Mining Workshops (ICDMW), 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

PRIMER ICT: A new blended learning paradigm for teaching ICT skills to older people.
Proceedings of the 24th IEEE International Symposium on Computer-Based Medical Systems, 2011

2010
Finding optimal classifiers for small feature sets in genomics and proteomics.
Neurocomputing, 2010

Gene set enrichment meta-learning analysis: next- generation sequencing versus microarrays.
BMC Bioinformatics, 2010

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

Identification of Specific Gene Expression Signatures in Oncology.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2010

2009
Discovery Systems.
Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

Intelligent analysis in predicting outcome of out-of-hospital cardiac arrest.
Computer Methods and Programs in Biomedicine, 2009

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

2008
Knowledge Extraction from Microarray Datasets Using Combined Multiple Models to Predict Leukemia Types.
Proceedings of the Data Mining: Foundations and Practice, 2008

Feature Selection and Classification for Small Gene Sets.
Proceedings of the Pattern Recognition in Bioinformatics, 2008

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

2007
Evolutionary approach to combined multiple models tuning.
KES Journal, 2007

Detecting Fault Modules Using Bioinformatics Techniques.
International Journal of Software Engineering and Knowledge Engineering, 2007

Gene Expression Analysis of Leukemia Samples Using Visual Interpretation of Small Ensembles: A Case Study.
Proceedings of the Pattern Recognition in Bioinformatics, 2007

Effectiveness of Rotation Forest in Meta-learning Based Gene Expression Classification.
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

2006
Evolutionary Tuning of Combined Multiple Models.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

Estimating Software Quality with Advanced Data Mining Techniques.
Proceedings of the International Conference on Software Engineering Advances (ICSEA 2006), October 28, 2006

Using Visual Interpretation of Small Ensembles in Microarray Analysis.
Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006

2005
Time Allocation Simulation Model of Clean and Dirty Pathways in Hospital Environment.
Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005

2004
Verifying Clinical Criteria for Parkinsonian Disorders with CART Decision Trees.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

Improving Classification Accuracy Using Cellular Automata.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

Bioinformatics approach to data mining of software bases.
Proceedings of the IASTED Conference on Software Engineering and Applications, 2004

Sizing tumors with TNM Classifications and Rough Sets Method.
Proceedings of the 17th IEEE Symposium on Computer-Based Medical Systems (CBMS 2004), 2004

Building Classifier Cellular Automata.
Proceedings of the Cellular Automata, 2004


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