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Simon Kocbek
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2020 – today
- 2020
- [i2]Simon Kocbek, Primoz Kocbek, Leona Cilar, Gregor Stiglic:
Local Interpretability of Calibrated Prediction Models: A Case of Type 2 Diabetes Mellitus Screening Test. CoRR abs/2006.13815 (2020)
2010 – 2019
- 2019
- [c13]Simon Kocbek, Bogdan Gabrys
:
Automated Machine Learning Techniques in Prognostics of Railway Track Defects. ICDM Workshops 2019: 777-784 - [c12]Simon Kocbek, Primoz Kocbek, Tina Zupanic, Gregor Stiglic, Bogdan Gabrys
:
Using (Automated) Machine Learning and Drug Prescription Records to Predict Mortality and Polypharmacy in Older Type 2 Diabetes Mellitus Patients. ICONIP (4) 2019: 624-632 - [i1]Toshiaki Katayama
, Shuichi Kawashima, Gos Micklem
, Shin Kawano
, Jin-Dong Kim, Simon Kocbek, Shinobu Okamoto, Yue Wang, Hongyan Wu, Atsuko Yamaguchi
, Yasunori Yamamoto, Erick Antezana
, Kiyoko F. Aoki-Kinoshita
, Kazuharu Arakawa, Masaki Banno, Joachim Baran, Jerven T. Bolleman
, Raoul Jean Pierre Bonnal, Hidemasa Bono
, Jesualdo Tomás Fernández-Breis, Robert M. Buels, Matthew P. Campbell, Hirokazu Chiba, Peter J. A. Cock, Kevin Bretonnel Cohen, Michel Dumontier, Takatomo Fujisawa, Toyofumi Fujiwara, Leyla J. García
, Pascale Gaudet
, Emi Hattori, Robert Hoehndorf
, Kotone Itaya, Maori Ito, Daniel Jamieson, Simon Jupp, Nick S. Juty, Alex Kalderimis, Fumihiro Kato
, Hideya Kawaji, Takeshi Kawashima, Akira R. Kinjo, Yusuke Komiyama, Masaaki Kotera
, Tatsuya Kushida
, James Malone, Masaaki Matsubara, Satoshi Mizuno, Sayaka Mizutani
, Hiroshi Mori, Yuki Moriya
, Katsuhiko Murakami, Takeru Nakazato, Hiroyo Nishide, Yosuke Nishimura
, Soichi Ogishima, Tazro Ohta
, Shujiro Okuda, Hiromasa Ono
, Yasset Pérez-Riverol
, Daisuke Shinmachi, Andrea Splendiani, Francesco Strozzi
, Shinya Suzuki
, Junichi Takehara, Mark Thompson, Toshiaki Tokimatsu, Ikuo Uchiyama
, Karin Verspoor
, Mark D. Wilkinson
, Sarala M. Wimalaratne, Issaku Yamada
, Nozomi Yamamoto, Masayuki Yarimizu, Shoko Kawamoto, Toshihisa Takagi:
BioHackathon series in 2013 and 2014: improvements of semantic interoperability in life science data and services. F1000Research 8: 1677 (2019) - 2017
- [c11]Simon Kocbek, Tudor Groza:
Extracting Disease-Phenotype Relations from Text with Disease-Phenotype Concept Recognisers and Association Rule Mining. CBMS 2017: 358-363 - 2016
- [j3]Simon Kocbek, Lawrence Cavedon
, David Martínez
, Christopher Bain, Chris Mac Manus, Gholamreza Haffari, Ingrid Zukerman
, Karin Verspoor
:
Text mining electronic hospital records to automatically classify admissions against disease: Measuring the impact of linking data sources. J. Biomed. Informatics 64: 158-167 (2016) - [c10]Simon Kocbek, Tudor Groza:
Building a dictionary of lexical variants for phenotype descriptors. BioNLP@ACL 2016: 186-190 - 2014
- [j2]Toshiaki Katayama, Mark D. Wilkinson
, Kiyoko F. Aoki-Kinoshita
, Shuichi Kawashima
, Yasunori Yamamoto, Atsuko Yamaguchi
, Shinobu Okamoto, Shin Kawano
, Jin-Dong Kim, Yue Wang, Hongyan Wu, Yoshinobu Kano
, Hiromasa Ono
, Hidemasa Bono
, Simon Kocbek, Jan Aerts
, Yukie Akune, Erick Antezana
, Kazuharu Arakawa
, Bruno Aranda, Joachim Baran, Jerven T. Bolleman
, Raoul Jean Pierre Bonnal
, Pier Luigi Buttigieg
, Matthew P. Campbell
, Yi-an Chen, Hirokazu Chiba, Peter J. A. Cock, Kevin Bretonnel Cohen, Alexandru Constantin:
BioHackathon series in 2011 and 2012: penetration of ontology and linked data in life science domains. J. Biomed. Semant. 5: 5 (2014) - [c9]Simon Kocbek, Karin Verspoor, Wray L. Buntine:
Exploring Temporal Patterns in Emergency Department Triage Notes with Topic Models. ALTA 2014: 113-117 - 2013
- [c8]Simon Kocbek, Jin-Dong Kim, Jean-Luc Perret, Patricia L. Whetzel:
Visualizing ontology mappings to help ontology engineers identify relevant ontologies for their reuse. ICBO 2013: 34-39 - 2012
- [c7]Simon Kocbek, Jean-Luc Perret, Jin-Dong Kim:
Visual Presentation of Mappings Between Biomedical Ontologies. SWAT4LS 2012 - 2011
- [j1]Simon Kocbek, Rune Sætre, Gregor Stiglic
, Jin-Dong Kim, Igor Pernek, Yoshimasa Tsuruoka
, Peter Kokol
, Sophia Ananiadou, Jun'ichi Tsujii:
AGRA: analysis of gene ranking algorithms. Bioinform. 27(8): 1185-1186 (2011) - [c6]Simon Kocbek, Rune Sætre, Gregor Stiglic, Jin-Dong Kim, Igor Pernek, Yoshimasa Tsuruoka
, Peter Kokol, Sophia Ananiadou, Jun'ichi Tsujii:
Poster: Analysis of gene ranking algorithms with extraction of relevant biomedical concepts from PubMed publications. ICCABS 2011: 249 - [c5]Gregor Stiglic, Simon Kocbek, Igor Pernek, Peter Kokol:
Tuning Decision Tree Models by Imposing Visual Constraints. MLDM Posters 2011: 38-48 - 2010
- [c4]Simon Kocbek, Gregor Stiglic
, Igor Pernek, Peter Kokol
:
Stability of different feature selection methods for selecting protein sequence descriptors in protein solubility classification problem. CBMS 2010: 50-55
2000 – 2009
- 2009
- [c3]Gregor Stiglic
, Simon Kocbek, Peter Kokol
:
Unsupervised variance based preprocessing of microarray data. CBMS 2009: 1-4 - 2008
- [c2]Mateja Verlic, Gregor Stiglic
, Simon Kocbek, Peter Kokol
:
Sentiment in Science - A Case Study of CBMS Contributions in Years 2003 to 2007. CBMS 2008: 138-143 - 2007
- [c1]Simon Kocbek, Primoz Kosec, Peter Kokol
, Mitja Lenic, Matjaz Debevc:
Discovering new knowledge with advanced data mining tool. ICALT 2007: 408-410
Coauthor Index
![](https://dblp1.uni-trier.de/img/cog.dark.24x24.png)
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last updated on 2024-08-05 21:14 CEST by the dblp team
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