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Tree-based machine learning performed in-memory with memristive analog CAM2021 Nature Communications article Engineering Advanced Memory and Neural Computing Open access cited by 5 patents
Giacomo Pedretti, Catherine E. Graves, Sergey Serebryakov, Ruibin Mao, Xia Sheng, Martin Foltín, +2 more
2citations -
A general tree-based machine learning accelerator with memristive analog CAM2022 IEEE International Symposium on Circuits and Systems proceedings conference-paper Engineering Advanced Memory and Neural Computing
Giacomo Pedretti, Sergey Serebryakov, John Paul Strachan, Catherine E. Graves
4citations -
Understanding random resampling techniques for class imbalance correction and their consequences on calibration and discrimination of clinical risk prediction models2024 Journal of Biomedical Informatics article Computer Science Imbalanced Data Classification Techniques Open access
Marco Piccininni, Maximilian Wechsung, Ben Van Calster, Jessica Lee Rohmann, Stefan Konigorski, Maarten van Smeden
42citations -
Machine-Learning Based Approximation of the Hierarchical Model Predictive Control of Multi-Use PV-Battery Systems in Non-Residential Buildings1citations
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Foundations of Feature Selection in Clinical Prediction Modeling2021 Acta neurochirurgica. Supplementum book-chapter Health Professions Artificial Intelligence in Healthcare
Victor E. Staartjes, Julius M. Kernbach, Vittorio Stumpo, Christiaan Hendrik Bas van Niftrik, Carlo Serra, Luca Regli
19citations -
A machine learning approach to mapping baryons on to dark matter haloes using the eagle and C-EAGLE simulations2021 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Christopher C. Lovell, Stephen M. Wilkins, Matthieu Schaller, C. M. Baugh, Giulio Fabbian, Yannick M Bahé
47citations -
A Hardware-Aware Performance Analysis of Machine Learning Models for Sensor-Aided Millimeter-Wave Beam Prediction2026 International Conference on Communications conference-paper Engineering Millimeter-Wave Propagation and Modeling Open access
Barış Sayitoğlu, Arish Sateesan, Marina Petrova, Ljiljana Simić
0citations -
A multilevel machine learning algorithm to predict session-by-session outcome for patients receiving cognitive-behavioural therapy2025 Behaviour Research and Therapy article Psychology Psychotherapy Techniques and Applications Open access
Juan Martín Gómez Penedo, Alice E. Coyne, Manuel Meglio, Marjolein Fokkema, Rebekka Wassmann, Wolfgang Lutz, +1 more
2citations -
Machine Learning Did Not Outperform Conventional Competing Risk Modeling to Predict Revision Arthroplasty2024 Clinical Orthopaedics and Related Research article Medicine Total Knee Arthroplasty Outcomes Open access
Jacobien H. F. Oosterhoff, Anne de Hond, Rinne M Peters, Liza N. van Steenbergen, Juliette Caroline Sorel, Wierd Pieter Zijlstra, +7 more
12citations -
The Bradley–Terry Regression Trunk approach for Modeling Preference Data with Small Trees2022 Psychometrika article Economics, Econometrics and Finance Economic and Environmental Valuation Open access
Alessio Baldassarre, Elise Dusseldorp, Antonio D’Ambrosio, Mark de Rooij, Claudio Conversano
1citations -
The Bradly-Terry Regression Trunk approach for modelling preference data with small trees2021 arXiv (Cornell University) preprint Economics, Econometrics and Finance Economic and Environmental Valuation Open access
Alessio Baldassarre, Elise Dusseldorp, Antonio D’Ambrosio, Mark de Rooij, Claudio Conversano
0citations