Bank Card Usage Prediction Exploiting Geolocation Information

Autor: Wistuba, Martin, Duong-Trung, Nghia, Schilling, Nicolas, Schmidt-Thieme, Lars

We describe the solution of team ISMLL for the ECML-PKDD 2016 Discovery Challenge on Bank Card Usage for both tasks. Our solution is based on three pillars. Gradient boosted decision trees as a strong regression and classification model, an intensive

Externí odkaz: http://arxiv.org/abs/1610.03996

Predictive Abilities of the Frailty Phenotype and the Swiss Frailty Network and Repository Frailty Index for Non-Home Discharge and Functional Decline in Hospitalized Geriatric Patients

Autor: Stuck, A K, Schilling, Nicolas, Bertschi, David, Limacher, Andreas, Gagesch, Michael, Bischoff-Ferrari, H A

Publikováno v: Stuck, Anna K.; Schilling, N.; Bertschi, D.; Limacher, A.; Gagesch, M.; Bischoff-Ferrari, H. A. (2022). Predictive Abilities of the Frailty Phenotype and the Swiss Frailty Network and Repository Frailty Index for Non-Home Discharge and Functional Decline in Hospitalized Geriatric Patients. Journal of Frailty & Aging, 11(4), pp. 387-392. Springer 10.14283/jfa.2022.44

BACKGROUND: Frailty is increasingly applied as a measure to predict clinical outcomes, but data on the predictive abilities of frailty measures for non-home discharge and functional decline in acutely hospitalized geriatric patients are scarce. OBJEC

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c65bd2a458a342f5ecf6743fbfc237ef
https://doi.org/10.14283/jfa.2022.44

Bayesian Hyperparameter Optimization - Relational and Scalable Surrogate Models for Hyperparameter Optimization Across Problem Instances

Autor: Schilling, Nicolas

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::2b20136a5aad0a8fb3e19aaf577c681d

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