Do we need hundreds of classifiers to solve real world classification problems

• Is There a Future for Stochastic Modeling in Business and Industry in the Era of Machine Learning and Artificial Intelligence?

  2025 Applied Stochastic Models in Business and Industry article Mathematics Statistical Methods and Applications Open access

  7

  citations
• Development of Machine Learning Algorithms for Identifying Patients With Limited Health Literacy

  2024 Journal of Evaluation in Clinical Practice article Health Professions Health Literacy and Information Accessibility Open access

  3

  citations
• Development of machine-learning algorithms for 90-day and one-year mortality prediction in the elderly with femoral neck fractures based on the HEALTH and FAITH trials

  2023 Bone & Joint Open article Medicine Hip and Femur Fractures Open access

  17

  citations
• Machine learning predicts the impact of antibiotic properties on the composition and functioning of bacterial community in aquatic habitats

  2022 The Science of The Total Environment article Environmental Science Pharmaceutical and Antibiotic Environmental Impacts Open access

  29

  citations
• An Efficient Contesting Procedure for AutoML Optimization

  2022 IEEE Access article Computer Science Machine Learning and Data Classification Open access

  11

  citations
• Efficient AutoML via Combinational Sampling

  2021 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Machine Learning and Data Classification Open access

  3

  citations
• Improved Automated CASH Optimization with Tree Parzen Estimators for Class Imbalance Problems

  2021 IEEE International Conference on Data Science and Advanced Analytics (DSAA) conference-paper Computer Science Machine Learning and Data Classification Open access

  12

  citations
• The promise of machine learning in predicting treatment outcomes in psychiatry

  2021 World Psychiatry article Computer Science Machine Learning in Healthcare Open access

  524

  citations
• Predicting Poor Outcome Before Endovascular Treatment in Patients With Acute Ischemic Stroke

  2020 Frontiers in Neurology article Medicine Acute Ischemic Stroke Management Open access

  45

  citations
• Predicting the naturalistic course in anxiety disorders using clinical and biological markers: a machine learning approach

  2020 Psychological Medicine article Psychology Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes Open access

  34

  citations
• Fitting Prediction Rule Ensembles with R Package pre

  2020 Journal of Statistical Software article Computer Science Explainable Artificial Intelligence (XAI) Open access cited by 1 patent

  38

  citations

11 results