Stacked generalization

• Evolutionary Probability and Stacked Regressions Enable Data-Driven Protein Engineering with Minimized Experimental Effort

  2024 Journal of Chemical Information and Modeling article Biochemistry, Genetics and Molecular Biology Protein Structure and Dynamics

  3

  citations
• Imputation of missing values in multi-view data

  2024 Information Fusion article Mathematics Statistical Methods and Bayesian Inference Open access cited by 1 patent

  17

  citations
• View selection in multi-view stacking: choosing the meta-learner

  2024 Advances in Data Analysis and Classification article Mathematics Statistical Methods and Inference Open access

  9

  citations
• Complementing Drawability Assessment of Deep-Drawn Components With Surrogate-Based Global Sensitivity Analysis

  2024 ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part B Mechanical Engineering article Decision Sciences Probabilistic and Robust Engineering Design

  5

  citations
• A Machine Learning-Driven Virtual Biopsy System For Kidney Transplant Patients

  2024 Nature Communications article Medicine Renal Transplantation Outcomes and Treatments Open access cited by 1 patent

  40

  citations
• Surface Roughness Prediction in Hard Turning (Finishing) of 16MnCr5 Using a Model Ensemble Approach

  2024 Procedia CIRP article Engineering Advanced machining processes and optimization Open access

  5

  citations
• Euclid preparation

  2022 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

  22

  citations
• Accurate machine learning prediction of sexual orientation based on brain morphology and intrinsic functional connectivity

  2022 Cerebral Cortex article Neuroscience Functional Brain Connectivity Studies Open access

  4

  citations
• Analyzing Hierarchical Multi-View MRI Data With StaPLR: An Application to Alzheimer's Disease Classification

  2022 Frontiers in Neuroscience article Medicine Dementia and Cognitive Impairment Research Open access

  5

  citations
• Euclidpreparation – XXIII. Derivation of galaxy physical properties with deep machine learning using mock fluxes andH-band images

  2022 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

  42

  citations
• Exploring Hybrid and Ensemble Models for Multiclass Prediction of Mental Health Status on Social Media

  2022 International Workshop on Health Text Mining and Information Analysis (LOUHI) conference-paper Psychology Mental Health via Writing Open access

  8

  citations
• Ensembles of Long Short-Term Memory Experts for Streaming Data with Sudden Concept Drift

  2021 IEEE International Conference on Machine Learning and Applications (ICMLA) conference-paper Computer Science Data Stream Mining Techniques

  3

  citations
• SUBiNN: a stacked uni- and bivariate kNN sparse ensemble

  2021 Advances in Data Analysis and Classification article Computer Science Machine Learning and Data Classification Open access

  2

  citations
• Alzheimer’s Disease Detection from Spontaneous Speech Through Combining Linguistic Complexity and (Dis)Fluency Features with Pretrained Language Models

  2021 Interspeech (USB) conference-paper Medicine Dementia and Cognitive Impairment Research Open access

  25

  citations
• Stacked penalized logistic regression for selecting views in multi-view learning

  2020 Information Fusion article Mathematics Statistical Methods and Inference Open access

  27

  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

16 results