Concepedia

Alessio Bernardo

AB

5

Publications

120

Citations

5

H-Index

2020

Active since

Affiliations

Politecnico di Milano(Current)

University of Waikato

Télécom Paris

Alessio Bernardo is an author at Politecnico di Milano specializing in engineering, data mining, and knowledge discovery.

Top concepts

Big DataData MiningEngineeringData ScienceKnowledge DiscoveryPredictive AnalyticsManagementStreaming DataComputer ScienceMachine Learning

Publications per year

2020–2022

5

Publications

5

C-SMOTE: Continuous Synthetic Minority Oversampling for Evolving Data Streams

Alessio Bernardo, Heitor Murilo Gomes, Jacob Montiel et al. · 2020 · 45 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +14

VFC-SMOTE: very fast continuous synthetic minority oversampling for evolving data streams

Alessio Bernardo, Emanuele Della Valle · Data Mining and Knowledge Discovery · 2021 · 27 citations · Full text

An extensive study of C-SMOTE, a Continuous Synthetic Minority Oversampling Technique for Evolving Data Streams

Alessio Bernardo, Emanuele Della Valle · Expert Systems with Applications · 2022 · 22 citations

Engineering, Concept Drift, Data Science +12

Incremental Rebalancing Learning on Evolving Data Streams

Alessio Bernardo, Emanuele Della Valle, Albert Bifet · 2020 · 15 citations

Artificial Intelligence, Incremental Learning, Engineering +19

SMOTE-OB: Combining SMOTE and Online Bagging for Continuous Rebalancing of Evolving Data Streams

Alessio Bernardo, Emanuele Della Valle · 2021 IEEE International Conference on Big Data (Big Data) · 2021 · 11 citations

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