Tim Verdonck

1. The minimum regularized covariance determinant estimator
   2019/04/02 by Kris Boudt, Peter J. Rousseeuw, Steven Vanduffel +1 · 4 citations
   Mathematics · Computer Science · #Advanced Statistical Methods and Models #Anomaly Detection Techniques and Applications #Statistical Methods and Inference
2. A new perspective on classification: optimally allocating limited resources to uncertain tasks
   2022/02/09 by Toon Vanderschueren, Vanderschueren, Toon, Bart Baesens +5 · 2 citations
   Computer Science · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
3. Global Crop-Specific Fertilization Dataset from 1961-2019
   2024/06/14 by Fernando Coello, Thomas Decorte, Coello, Fernando +11 · 2 citations
   Agricultural and Biological Sciences · #Computational Engineering #Crop Yield and Soil Fertility #FOS: Computer and information sciences #Finance #Rice Cultivation and Yield Improvement #Soybean genetics and cultivation #and Science (cs.CE)
4. robROSE: A robust approach for dealing with imbalanced data in fraud\n detection
   2020/03/22 by Bart Baesens, Baesens, Bart, Sebastiaan Höppner +5 · 1 citation
   Computer Science · Decision Sciences · Mathematics · #Advanced Statistical Methods and Models #Advanced Statistical Process Monitoring #Anomaly Detection Techniques and Applications #Applications (stat.AP) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. A new perspective on classification: Optimally allocating limited resources to uncertain tasks
   2023/12/29 by Toon Vanderschueren, Bart Baesens, Tim Verdonck +1 · 2 citations
   Computer Science · Decision Sciences · #Auction Theory and Applications #Data Stream Mining Techniques #Imbalanced Data Classification Techniques
6. On the causality-preservation capabilities of generative modelling
   2023/01/03 by Yves-Cédric Bauwelinckx, Bauwelinckx, Yves-Cédric, Jan Dhaene +5 · 1 citation
   Computer Science · #Econometrics (econ.EM) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Economics and business #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Healthcare
7. RobPy: a Python Package for Robust Statistical Methods
   2024/11/04 by Sarah Leyder, Leyder, Sarah, Jakob Raymaekers +7 · 3 citations
   Decision Sciences · Mathematics · #Advanced Statistical Methods and Models #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Multidisciplinary Science and Engineering Research
8. Generalized Spherical Principal Component Analysis
   2023/03/10 by Sarah Leyder, Jakob Raymaekers, Leyder, Sarah +3 · 1 citation
   Agricultural and Biological Sciences · Economics, Econometrics and Finance · Mathematics · #Advanced Statistical Methods and Models #FOS: Computer and information sciences #Methodology (stat.ME) #Sensory Analysis and Statistical Methods #Spatial and Panel Data Analysis
9. TSLiNGAM: DirectLiNGAM under heavy tails
   2023/08/10 by Sarah Leyder, Leyder, Sarah, Jakob Raymaekers +3 · 1 citation
   Computer Science · Mathematics · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME)
10. Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation
    2024/05/29 by Bruno Deprez, Toon Vanderschueren, Deprez, Bruno +7 · 3 citations
    Social Sciences · #Crime, Illicit Activities, and Governance #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
11. Sources of Gain: Decomposing Performance in Conditional Average Dose Response Estimation
    2024/06/12 by Christopher Bockel-Rickermann, Toon Vanderschueren, Bockel-Rickermann, Christopher +5 · 1 citation
    Physics and Astronomy · #62D20 #FOS: Computer and information sciences #Machine Learning (cs.LG) #Radiation Detection and Scintillator Technologies