Ensemble Methods in Machine Learning

• Predicting the equivalent alkane carbon number of oils using graph neural networks and quantum mechanical descriptors

  2025 Computers & Chemical Engineering article Computer Science Computational Drug Discovery Methods Open access

  0

  citations
• Predicting the temperature-dependent CMC of surfactant mixtures with graph neural networks

  2025 Computers & Chemical Engineering article Chemistry Surfactants and Colloidal Systems Open access

  12

  citations
• Distributed hybrid quantum-classical performance prediction for hyperparameter optimization

  2024 Quantum Machine Intelligence article Computer Science Quantum Computing Algorithms and Architecture Open access

  4

  citations
• Predicting the Temperature Dependence of Surfactant CMCs Using Graph Neural Networks

  2024 Journal of Chemical Theory and Computation article Chemistry Surfactants and Colloidal Systems Open access cited by 1 patent

  21

  citations
• Gibbs-Duhem-Informed Neural Networks for Binary Activity Coefficient Prediction

  2023 arXiv (Cornell University) preprint Engineering Phase Equilibria and Thermodynamics Open access

  1

  citations
• AutoML for estimating grass height from ETM+/OLI data from field measurements at a nature reserve

  2022 GIScience & Remote Sensing article Environmental Science Remote Sensing in Agriculture Open access

  13

  citations
• Supervised machine learning aided behavior classification in pigeons

  2022 Behavior Research Methods article Computer Science Human Pose and Action Recognition Open access

  18

  citations
• Sensor Screening Methodology for Virtually Sensing Transmission Input Loads of a Wind Turbine Using Machine Learning Techniques and Drivetrain Simulations

  2022 Sensors article Engineering Wind Energy Research and Development Open access

  7

  citations
• Teacher-student collaborative knowledge distillation for image classification

  2022 Applied Intelligence article Computer Science Advanced Neural Network Applications Open access cited by 1 patent

  71

  citations
• Metalearning in Ensemble Methods

  2022 Cognitive technologies book-chapter Computer Science Machine Learning and Data Classification Open access

  3

  citations
• The More, the Better

  2021 conference-paper Computer Science Spam and Phishing Detection Open access

  9

  citations
• Evidence for similar structural brain anomalies in youth and adult attention-deficit/hyperactivity disorder: a machine learning analysis

  2021 Translational Psychiatry article Medicine Attention Deficit Hyperactivity Disorder Open access

  55

  citations
• Robust principal component analysis‐based prediction of protein‐protein interaction hot spots

  2021 Proteins Structure Function and Bioinformatics article Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access

  17

  citations
• Predicting the Priority of Social Situations for Personal Assistant Agents

  2021 Lecture notes in computer science conference-paper Computer Science Context-Aware Activity Recognition Systems Open access

  5

  citations
• Semi-supervised Co-ensembling for AutoML

  2021 Lecture notes in computer science conference-paper Computer Science Machine Learning and Data Classification

  3

  citations
• Graph Neural Networks for Prediction of Fuel Ignition Quality

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

  142

  citations
• ML-ModelExplorer: An Explorative Model-Agnostic Approach to Evaluate and Compare Multi-class Classifiers

  2020 Lecture notes in computer science conference-paper Computer Science Data Visualization and Analytics Open access

  10

  citations

17 results