Erich Kummerfeld

20132020

Research output per year

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Research Output

2020

Association Between Adherence to Evidence-Based Practices for Treatment of Patients With Traumatic Rib Fractures and Mortality Rates Among US Trauma Centers

Tignanelli, C. J., Rix, A., Napolitano, L. M., Hemmila, M. R., Ma, S. & Kummerfeld, E., Mar 2 2020, In : JAMA Network Open. 3, 3, p. e201316

Research output: Contribution to journalArticle

Open Access
1 Scopus citations

Predictors of elderly mortality after trauma: A novel outcome score

Morris, R. S., Milia, D., Glover, J., Napolitano, L. M., Chen, B., Lindemann, E., Hemmila, M. R., Stein, D., Kummerfeld, E., Chipman, J. & Tignanelli, C. J., Mar 1 2020, In : Journal of Trauma and Acute Care Surgery. 88, 3, p. 416-424 9 p.

Research output: Contribution to journalArticle

Open Access
2 Scopus citations
2019
Open Access
4 Scopus citations

Constructing Instrument Mapping Using Markov Boundary Techniques: A Case Study with Two Quality of Life Instruments

Ma, S., Kirsh, T., Kummerfeld, E., Fisher, M., Schermitzler, B. & Vinogradov, S., Nov 2019, Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019. Yoo, I., Bi, J. & Hu, X. T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2594-2598 5 p. 8983418. (Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Investigating the effect of binning on causal discovery

Deckert, A. C. & Kummerfeld, E., Nov 2019, Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019. Yoo, I., Bi, J. & Hu, X. T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2574-2581 8 p. 8983336. (Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Simulations evaluating resampling methods for causal discovery: Ensemble performance and calibration

Kummerfeld, E. & Rix, A., Nov 2019, Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019. Yoo, I., Bi, J. & Hu, X. T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2586-2593 8 p. 8983327. (Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

Reproducibility failures are essential to scientific inquiry

David Redish, A., Kummerfeld, E., Morris, R. L. & Love, A. C., May 15 2018, In : Proceedings of the National Academy of Sciences of the United States of America. 115, 20, p. 5042-5046 5 p.

Research output: Contribution to journalComment/debate

Open Access
13 Scopus citations
2016

Causal clustering for 1-factor measurement models

Kummerfeld, E. & Ramsey, J., Aug 13 2016, KDD 2016 - Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1655-1664 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 13-17-August-2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
11 Scopus citations

Conservatism and the scientific state of nature

Kummerfeld, E. & Zollman, K. J. S., Jan 1 2016, In : British Journal for the Philosophy of Science. 67, 4, p. 1057-1076 20 p.

Research output: Contribution to journalReview article

Open Access
14 Scopus citations
2014

Causal clustering for 2-factor measurement models

Kummerfeld, E., Ramsey, J., Yang, R., Spirtes, P. & Scheines, R., 2014, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2014, Proceedings. PART 2 ed. Springer Verlag, p. 34-49 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8725 LNAI, no. PART 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Scopus citations

Erratum to: Model change and methodological virtues in scientific inference (Synthese, 10.1007/s11229-014-0408-3)

Kummerfeld, E. & Danks, D., Sep 2014, In : Synthese. 191, 14, p. 3469-3472 4 p.

Research output: Contribution to journalComment/debate

Model change and reliability in scientific inference

Kummerfeld, E. & Danks, D., Jul 2014, In : Synthese. 191, 12, p. 2673-2693 21 p.

Research output: Contribution to journalArticle

2 Scopus citations
2013

Tracking time-varying graphical structure

Kummerfeld, E. & Danks, D., Jan 1 2013, In : Advances in Neural Information Processing Systems.

Research output: Contribution to journalConference article

6 Scopus citations