June 01, 2004 article A study of the behavior of several methods for balancing machine learning training data ACM SIGKDD Explorations Newsletter DOI: 10.1145/1007730.1007735 OpenAlex Authors 0 Author list not loaded yet. Cited by 5 stored of 4,269 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Causation Analysis of Marine Traffic Accidents Using Deep Learning Approaches: A Case Study from China’s Coasts 2025 Systems article Engineering Maritime Navigation and Safety Open access 7 citations A benchmark dataset and workflow for landslide susceptibility zonation 2024 Earth-Science Reviews article Environmental Science Landslides and related hazards Open access 57 citations Enhancing Rare Object Detection on Roadways Through Conditional Diffusion Models for Data Augmentation 2024 IEEE Transactions on Intelligent Transportation Systems article Computer Science Advanced Neural Network Applications cited by 1 patent 7 citations Foundations of Machine Learning-Based Clinical Prediction Modeling: Part III—Model Evaluation and Other Points of Significance 2021 Acta neurochirurgica. Supplementum book-chapter Health Professions Artificial Intelligence in Healthcare 13 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 5 results References 0