A Powerful Random Forest Featuring Linear Extensions (RaFFLE)

Authors: Raymaekers, Jakob, Rousseeuw, Peter J., Servotte, Thomas, Verdonck, Tim, Yao, Ruicong

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2502.10185

RobPy: a Python Package for Robust Statistical Methods

Authors: Leyder, Sarah, Raymaekers, Jakob, Rousseeuw, Peter J., Servotte, Thomas, Verdonck, Tim

Subject Terms: Statistics - Computation, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2411.01954

Global Crop-Specific Fertilization Dataset from 1961-2019

Authors: Coello, Fernando, Decorte, Thomas, Janssens, Iris, Mortier, Steven, Sardans, Jordi, Peñuelas, Josep, Verdonck, Tim

Subject Terms: Computer Science - Computational Engineering, Finance, and Science

Access URL: http://arxiv.org/abs/2406.10001

Sources of Gain: Decomposing Performance in Conditional Average Dose Response Estimation

Authors: Bockel-Rickermann, Christopher, Vanderschueren, Toon, Verdonck, Tim, Verbeke, Wouter

Subject Terms: Computer Science - Machine Learning, 62D20

Access URL: http://arxiv.org/abs/2406.08206

Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation

Authors: Deprez, Bruno, Vanderschueren, Toon, Baesens, Bart, Verdonck, Tim, Verbeke, Wouter

Subject Terms: Computer Science - Social and Information Networks, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2405.19383

Inferring the relationship between soil temperature and the normalized difference vegetation index with machine learning

Authors: Mortier, Steven, Hamedpour, Amir, Bussmann, Bart, Wandji, Ruth Phoebe Tchana, Latré, Steven, Sigurdsson, Bjarni D., De Schepper, Tom, Verdonck, Tim

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2312.12258

Tree-based Forecasting of Day-ahead Solar Power Generation from Granular Meteorological Features

Authors: Berlanger, Nick, van Ophoven, Noah, Verdonck, Tim, Wilms, Ines

Subject Terms: Computer Science - Machine Learning, Statistics - Applications

Access URL: http://arxiv.org/abs/2312.00090

Using representation balancing to learn conditional-average dose responses from clustered data

Authors: Bockel-Rickermann, Christopher, Vanderschueren, Toon, Berrevoets, Jeroen, Verdonck, Tim, Verbeke, Wouter

Subject Terms: Computer Science - Machine Learning, Statistics - Methodology, 62D20

Access URL: http://arxiv.org/abs/2309.03731

A Causal Perspective on Loan Pricing: Investigating the Impacts of Selection Bias on Identifying Bid-Response Functions

Authors: Bockel-Rickermann, Christopher, Verboven, Sam, Verdonck, Tim, Verbeke, Wouter

Subject Terms: Computer Science - Machine Learning, Economics - Econometrics

Access URL: http://arxiv.org/abs/2309.03730

TSLiNGAM: DirectLiNGAM under heavy tails

Authors: Leyder, Sarah, Raymaekers, Jakob, Verdonck, Tim

Subject Terms: Statistics - Methodology, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2308.05422

The Educator's Experience of Using Flipped Classrooms in a Higher Education Setting

Authors: Michèle Verdonck (ORCID 0000-0003-1503-9349), Hattie Wright, Anita Hamilton, Jane Taylor

Source: Active Learning in Higher Education. 2024 25(1):25-40.

Peer Reviewed: Y

Page Count: 16

Descriptors: Teaching Experience, Flipped Classroom, College Faculty, Teacher Attitudes, Teaching Methods, Foreign Countries, Educational Environment, Program Implementation, Emotional Response, Metacognition

Geographic Terms: Australia

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Generalized Spherical Principal Component Analysis

Authors: Leyder, Sarah, Raymaekers, Jakob, Verdonck, Tim

Subject Terms: Statistics - Methodology

Access URL: http://arxiv.org/abs/2303.05836

Fast Linear Model Trees by PILOT

Authors: Raymaekers, Jakob, Rousseeuw, Peter J., Verdonck, Tim, Yao, Ruicong

Source: Machine Learning, 2024

Subject Terms: Statistics - Machine Learning, Computer Science - Machine Learning, Statistics - Methodology

Access URL: http://arxiv.org/abs/2302.03931

On the causality-preservation capabilities of generative modelling

Authors: Bauwelinckx, Yves-Cédric, Dhaene, Jan, Verdonck, Tim, Heuvel, Milan van den

Subject Terms: Computer Science - Machine Learning, Economics - Econometrics

Access URL: http://arxiv.org/abs/2301.01109

Fraud Analytics: A Decade of Research -- Organizing Challenges and Solutions in the Field

Authors: Bockel-Rickermann, Christopher, Verdonck, Tim, Verbeke, Wouter

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2212.04329

mCube: Multinomial Micro-level reserving Model

Authors: Menvouta, Emmanuel Jordy, Ponnet, Jolien, Van Oirbeek, Robin, Verdonck, Tim

Subject Terms: Statistics - Applications, Economics - Econometrics, G.3

Access URL: http://arxiv.org/abs/2212.00101

Dielectric Reliability Study of 21 nm Pitch Interconnects with Barrierless Ru Fill

Authors: Lesniewska, A., Roussel, P.J., Tierno, D., Gonzalez, V. Vega, van der Veen, M. H., Verdonck, P., Jourdan, N., Wilson, C.J., Tokei, Zs., Croes, K.

Source: 2020 IEEE International Reliability Physics Symposium (IRPS) Reliability Physics Symposium (IRPS), 2020 IEEE International. :1-6 Apr, 2020

Relation: 2020 IEEE International Reliability Physics Symposium (IRPS)

Process Integration of High Aspect Ratio Vias with a Comparison between Co and Ru Metallizations

Authors: Vega-Gonzalez, V., Montero, D., Versluijs, J., Pedreira, O. Varela, Jourdan, N., Puliyalil, H., Chehab, B., Peissker, T., Haider, A., Batuk, D., Martinez, G. T., Geypen, J., Le, Q. T., Bazzazian, N., Heylen, N., van der Veen, M., El-Mekki, Z., Webers, T., Vats, H., Rynders, L., Cupak, M., Uk-Lee, J., Drissi, Y., Halipre, L., Gillijns, W., Charley, A.-L., Verdonck, P., Witters, T., Gompel, S. V., Kimura, Y., Ciofi, I., De Wachter, B., Swerts, J., Grieten, E., Ercken, M., Kim, R., Croes, K., Leray, P., Jaysankar, M., Nagesh, N., Ramakers, L., Murdoch, G., Park, S., Tokei, Z., Dentoni-Litta, E., Horiguchi, N.

Source: 2021 IEEE International Interconnect Technology Conference (IITC) Interconnect Technology Conference (IITC), 2021 IEEE International. :1-3 Jul, 2021

Relation: 2021 IEEE International Interconnect Technology Conference (IITC)

Prescriptive maintenance with causal machine learning

Authors: Vanderschueren, Toon, Boute, Robert, Verdonck, Tim, Baesens, Bart, Verbeke, Wouter

Subject Terms: Economics - General Economics, Computer Science - Machine Learning, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2206.01562