Improving imbalanced machine learning with neighborhood-informed synthetic sample placement
Murtaza Nasir, Ali Dag, Serhat Simsek, Anton Ivanov, and Asil Oztekin
| Year of publication: |
2022
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|---|---|
| Authors: | Nasir, Murtaza ; Dag, Ali ; Simsek, Serhat ; Ivanov, Anton ; Oztekin, Asil |
| Subject: | algorithm training | classification prediction performance | Imbalanced data | machine learning | oversampling | predictive analytics | undersampling | Künstliche Intelligenz | Artificial intelligence | Prognoseverfahren | Forecasting model | Algorithmus | Algorithm | Klassifikation | Classification | Stichprobenerhebung | Sampling | Data Mining | Data mining | Neuronale Netze | Neural networks |
Online Resource
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1080/07421222.2022.2127453 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10013490878