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Boosting algorithms

Hollow-tree super: A directional and scalable approach for feature importance in boosted tree models

Stephane Doyen, Hugh Taylor, [ ... ], Michael E. Sughrue

Addressing cluster-constant covariates in mixed effects models via likelihood-based boosting techniques

Colin Griesbach, Andreas Groll, Elisabeth Bergherr

Classification of masked image data

Kamila Lis, Mateusz Koryciński, Konrad A. Ciecierski

Topology identification in distribution system via machine learning algorithms

Peyman Razmi, Mahdi Ghaemi Asl, Giorgio Canarella, Afsaneh Sadat Emami

Body fat predicts exercise capacity in persons with Type 2 Diabetes Mellitus: A machine learning approach

Tanmay Nath, Rexford S. Ahima, Prasanna Santhanam

SafeNET: Initial development and validation of a real-time tool for predicting mortality risk at the time of hospital transfer to a higher level of care

Stefanie C. Altieri Dunn, Johanna E. Bellon, [ ... ], Daniel E. Hall

Traffic congestion prediction based on Estimated Time of Arrival

Noureen Zafar, Irfan Ul Haq

Altered kinetics of circulating progenitor cells in cardiopulmonary bypass (CPB) associated vasoplegic patients: A pilot study

Sanhita Nandi, Uma Rani Potunuru, [ ... ], Paul Ramesh Thangaraj

Predicting time to graduation at a large enrollment American university

John M. Aiken, Riccardo De Bin, Morten Hjorth-Jensen, Marcos D. Caballero

The path to international medals: A supervised machine learning approach to explore the impact of coach-led sport-specific and non-specific practice

Michael Barth, Arne Güllich, Christian Raschner, Eike Emrich

Stochastic gradient boosting frequency-severity model of insurance claims

Xiaoshan Su, Manying Bai

Comparison of five Boosting-based models for estimating daily reference evapotranspiration with limited meteorological variables

Tianao Wu, Wei Zhang, [ ... ], Yousef Alhaj Hamoud

Opening the black box of artificial intelligence for clinical decision support: A study predicting stroke outcome

Esra Zihni, Vince Istvan Madai, [ ... ], Dietmar Frey

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