July 12, 2013 article An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics Information Sciences DOI: 10.1016/j.ins.2013.07.007 OpenAlex Authors 0 Author list not loaded yet. Cited by 6 stored of 1,597 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 Development and external validation of a short prognostic screening instrument for PTSD one year following individual civilian trauma 2025 European Journal of Psychotraumatology article Psychology Posttraumatic Stress Disorder Research Open access 0 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 A Combination of Fourier Transform and Machine Learning for Fault Detection and Diagnosis of Induction Motors 2021 International Conference on Dependable Systems and Their Applications (DSA) conference-paper Engineering Machine Fault Diagnosis Techniques Open access 15 citations Forecasting individual risk for long-term Posttraumatic Stress Disorder in emergency medical settings using biomedical data: A machine learning multicenter cohort study 2021 Neurobiology of Stress article Psychology Posttraumatic Stress Disorder Research Open access 60 citations Improving Imbalanced Classification by Anomaly Detection 2020 Lecture notes in computer science conference-paper Computer Science Imbalanced Data Classification Techniques Open access 38 citations On the Performance of Oversampling Techniques for Class Imbalance Problems 2020 Lecture notes in computer science conference-paper Computer Science Imbalanced Data Classification Techniques Open access 16 citations 6 results References 0