Stacked regressions

• Advancing CNS tumor diagnostics with expanded DNA methylation-based classification

  2025 medRxiv preprint Medicine Glioma Diagnosis and Treatment Open access

  8

  citations
• 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
• 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
• State estimation of urban air pollution with statistical, physical, and super-learning graph models

  2024 Advances in Computational Science and Engineering article Environmental Science Air Quality Monitoring and Forecasting Open access

  1

  citations
• Graph neural networks for temperature-dependent activity coefficient prediction of solutes in ionic liquids

  2023 Computers & Chemical Engineering article Chemical Engineering Ionic liquids properties and applications Open access

  86

  citations
• Graph machine learning for design of high‐octane fuels

  2022 AIChE Journal article Materials Science Machine Learning in Materials Science Open access

  36

  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
• 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
• Graph Neural Networks for Prediction of Fuel Ignition Quality

  2020 Energy & Fuels article Materials Science Machine Learning in Materials Science

  142

  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

11 results