Urbanowicz RJ - Search Results

1

Preparing next-generation scientists for biomedical big data: artificial intelligence approaches.

Moore JH, Boland MR, Camara PG, Chervitz H, Gonzalez G, Himes BE, Kim D, Mowery DL, Ritchie MD, Shen L, Urbanowicz RJ, Holmes JH. Moore JH, et al. Among authors: urbanowicz rj. Per Med. 2019 May 1;16(3):247-257. doi: 10.2217/pme-2018-0145. Epub 2019 Feb 14. Per Med. 2019. PMID: 30760118 Free PMC article. Review.

2

Predicting the difficulty of pure, strict, epistatic models: metrics for simulated model selection.

Urbanowicz RJ, Kiralis J, Fisher JM, Moore JH. Urbanowicz RJ, et al. BioData Min. 2012 Sep 26;5(1):15. doi: 10.1186/1756-0381-5-15. BioData Min. 2012. PMID: 23014095 Free PMC article.

3

Mask Functions for the Symbolic Modeling of Epistasis Using Genetic Programming.

Urbanowicz RJ, White BC, Moore JH. Urbanowicz RJ, et al. Genet Evol Comput Conf. 2008 Jul 12;2008:339-346. Genet Evol Comput Conf. 2008. PMID: 23019565 Free PMC article.

4

Role of genetic heterogeneity and epistasis in bladder cancer susceptibility and outcome: a learning classifier system approach.

Urbanowicz RJ, Andrew AS, Karagas MR, Moore JH. Urbanowicz RJ, et al. J Am Med Inform Assoc. 2013 Jul-Aug;20(4):603-12. doi: 10.1136/amiajnl-2012-001574. Epub 2013 Feb 26. J Am Med Inform Assoc. 2013. PMID: 23444013 Free PMC article.

5

A Multi-Core Parallelization Strategy for Statistical Significance Testing in Learning Classifier Systems.

Rudd J, Moore JH, Urbanowicz RJ. Rudd J, et al. Among authors: urbanowicz rj. Evol Intell. 2013 Nov;6(2):10.1007/s12065-013-0092-0. doi: 10.1007/s12065-013-0092-0. Evol Intell. 2013. PMID: 24358057 Free PMC article.

6

An Analysis Pipeline with Statistical and Visualization-Guided Knowledge Discovery for Michigan-Style Learning Classifier Systems.

Urbanowicz RJ, Granizo-Mackenzie A, Moore JH. Urbanowicz RJ, et al. IEEE Comput Intell Mag. 2012 Nov;7(4):35-45. doi: 10.1109/MCI.2012.2215124. IEEE Comput Intell Mag. 2012. PMID: 25431544 Free PMC article.

7

ExSTraCS 2.0: Description and Evaluation of a Scalable Learning Classifier System.

Urbanowicz RJ, Moore JH. Urbanowicz RJ, et al. Evol Intell. 2015 Sep;8(2):89-116. doi: 10.1007/s12065-015-0128-8. Epub 2015 Apr 3. Evol Intell. 2015. PMID: 26417393 Free PMC article.

8

Analysis of Gene-Gene Interactions.

Cole BS, Hall MA, Urbanowicz RJ, Gilbert-Diamond D, Moore JH. Cole BS, et al. Among authors: urbanowicz rj. Curr Protoc Hum Genet. 2017 Oct 18;95:1.14.1-1.14.10. doi: 10.1002/cphg.45. Curr Protoc Hum Genet. 2017. PMID: 29044470 Review.

9

PMLB: a large benchmark suite for machine learning evaluation and comparison.

Olson RS, La Cava W, Orzechowski P, Urbanowicz RJ, Moore JH. Olson RS, et al. Among authors: urbanowicz rj. BioData Min. 2017 Dec 11;10:36. doi: 10.1186/s13040-017-0154-4. eCollection 2017. BioData Min. 2017. PMID: 29238404 Free PMC article.

10

Collective feature selection to identify crucial epistatic variants.

Verma SS, Lucas A, Zhang X, Veturi Y, Dudek S, Li B, Li R, Urbanowicz R, Moore JH, Kim D, Ritchie MD. Verma SS, et al. BioData Min. 2018 Apr 19;11:5. doi: 10.1186/s13040-018-0168-6. eCollection 2018. BioData Min. 2018. PMID: 29713383 Free PMC article.

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