Search Results - "Boiko Ferreira, Luis Eduardo"
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An Experimental Perspective on Sampling Methods for Imbalanced Learning From Financial Databases
Published in 2018 International Joint Conference on Neural Networks (IJCNN) (01-07-2018)“…The financial market is one of the major consumers of data mining techniques, and the main reason is their efficiency to analyze complex data. One important…”
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Conference Proceeding -
2
Adaptive Random Forests with Resampling for Imbalanced data Streams
Published in 2019 International Joint Conference on Neural Networks (IJCNN) (01-07-2019)“…The large volume of data generated by computer networks, smartphones, wearables and a wide range of sensors, which produce real-time data, are only useful if…”
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Conference Proceeding -
3
Improving Credit Risk Prediction in Online Peer-to-Peer (P2P) Lending Using Imbalanced Learning Techniques
Published in 2017 IEEE 29th International Conference on Tools with Artificial Intelligence (ICTAI) (01-11-2017)“…Peer-to-peer (P2P) lending is a global trend of financial markets that allow individuals to obtain and concede loans without having financial institutions as a…”
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Conference Proceeding