The Elements of Statistical Learning

• Predictive Use of Grammatical Gender During Noun Phrase Decoding: An Eye-Tracking Study With German Children With Developmental Language Disorder

  2025 Journal of Speech Language and Hearing Research article Psychology Language Development and Disorders

  3

  citations
• High-dimensional, outcome-dependent missing data problems: Models for the human KIR loci

  2025 Statistical Methods in Medical Research article Mathematics Statistical Methods and Bayesian Inference Open access

  0

  citations
• Discovering uncertainty: Bayesian constitutive artificial neural networks

  2024 Computer Methods in Applied Mechanics and Engineering article Computer Science Gaussian Processes and Bayesian Inference Open access

  37

  citations
• Unlocking the full potential of Sentinel-1 for flood detection in arid regions

  2024 Remote Sensing of Environment article Environmental Science Flood Risk Assessment and Management Open access

  68

  citations
• Best-in-class modeling: A novel strategy to discover constitutive models for soft matter systems

  2024 Extreme Mechanics Letters article Engineering Elasticity and Material Modeling Open access

  29

  citations
• Automated model discovery for human cardiac tissue: Discovering the best model and parameters

  2024 Computer Methods in Applied Mechanics and Engineering article Engineering Elasticity and Material Modeling Open access

  46

  citations
• Implementing precision methods in personalizing psychological therapies: Barriers and possible ways forward

  2023 Behaviour Research and Therapy article Psychology Psychotherapy Techniques and Applications Open access

  106

  citations
• Search for pair-produced vector-like leptons in final states with third-generation leptons and at least three b quark jets in proton-proton collisions at s = 13 TeV

  2023 Physics Letters B article Physics and Astronomy Particle physics theoretical and experimental studies Open access

  14

  citations
• The Development of Predictive Gender Processing Strategies During Noun Phrase Decoding: An Eye-Tracking Study With German 5- to 10-Year-Old Children

  2023 Journal of Speech Language and Hearing Research article Psychology Language Development and Disorders

  5

  citations
• Machine learning identifies a profile of inadequate responder to methotrexate in rheumatoid arthritis

  2022 Lara D. Veeken article Medicine Rheumatoid Arthritis Research and Therapies Open access

  33

  citations
• Transfer learning with artificial neural networks between injection molding processes and different polymer materials

  2021 Journal of Manufacturing Processes article Engineering Injection Molding Process and Properties cited by 1 patent

  93

  citations
• A comparison of two dissimilarity functions for mixed-type predictor variables in the $$\delta $$-machine

  2021 Advances in Data Analysis and Classification article Mathematics Statistical Methods and Applications Open access

  0

  citations
• Survival prediction models since liver transplantation - comparisons between Cox models and machine learning techniques

  2020 Research Square preprint Health Professions Artificial Intelligence in Healthcare Open access

  0

  citations
• Pantropical modelling of canopy functional traits using Sentinel-2 remote sensing data

  2020 Remote Sensing of Environment article Environmental Science Remote Sensing in Agriculture Open access

  94

  citations
• Survival prediction models since liver transplantation - comparisons between Cox models and machine learning techniques

  2020 Research Square preprint Health Professions Artificial Intelligence in Healthcare Open access

  2

  citations
• Survival prediction models since liver transplantation - comparisons between Cox models and machine learning techniques

  2020 Research Square preprint Health Professions Artificial Intelligence in Healthcare Open access

  0

  citations
• Multi‐scale network regression for brain‐phenotype associations

  2020 Human Brain Mapping article Neuroscience Functional Brain Connectivity Studies Open access

  29

  citations
• Construction and assessment of prediction rules for binary outcome in the presence of missing predictor data using multiple imputation and cross‐validation: Methodological approach and data‐based evaluation

  2020 Biometrical Journal article Mathematics Statistical Methods and Bayesian Inference Open access cited by 2 patents

  20

  citations

18 results