BERNARDO, ALESSIO
BERNARDO, ALESSIO
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
An extensive study of C-SMOTE, a Continuous Synthetic Minority Oversampling Technique for Evolving Data Streams
2022-01-01 Bernardo, Alessio; Della Valle, Emanuele
C-SMOTE: Continuous Synthetic Minority Oversampling for Evolving Data Streams
2020-01-01 Bernardo, Alessio; Gomes, Heitor Murilo; Montiel, Jacob; Pfahringer, Bernhard; Bifet, Albert; Valle, Emanuele Della
Choosing the Right Time to Learn Evolving Data Streams
2023-01-01 Bernardo, Alessio; Valle, Emanuele Della; Bifet, Albert
Continuous Soccer Pass Detection: A Comparison between Traditional and Streaming Machine Learning Methods
2023-01-01 Menconi, Stefania; Ziffer, Giacomo; Bernardo, Alessio; Valle, Emanuele Della
Fast incremental naïve bayes with kalman filtering
2020-01-01 Ziffer, Giacomo; Bernardo, Alessio; Della Valle, Emanuele; Bifet, Albert
IEBench: Benchmarking Streaming Learners on Imbalanced Evolving Data Streams
2021-01-01 Bernardo, Alessio; Ziffer, Giacomo; Valle, Emanuele Della
Incremental rebalancing learning on evolving data streams
2020-01-01 Bernardo, Alessio; della Valle, Emanuele; Bifet, Albert
Kalman Filtering for Learning with Evolving Data Streams
2021-01-01 Ziffer, Giacomo; Bernardo, Alessio; Valle, Emanuele Della; Bifet, Albert
Predict COVID-19 Spreading With C-SMOTE
2021-01-01 Bernardo, A.; Della Valle, E.
SMOTE-OB: Combining SMOTE and Online Bagging for Continuous Rebalancing of Evolving Data Streams
2021-01-01 Bernardo, Alessio; Valle, Emanuele Della
Supporting an Expert-centric Process of New Product Introduction With Statistical Machine Learning
2021-01-01 Zahmatkesh, S.; Bernardo, A.; Falzone, E.; Di Nicola Carena, E.; Della Valle, E.
Towards time-evolving analytics: Online learning for time-dependent evolving data streams
2023-01-01 Ziffer, Giacomo; Bernardo, Alessio; Della Valle, Emanuele; Cerqueira, Vitor; Bifet, Albert
VFC-SMOTE: very fast continuous synthetic minority oversampling for evolving data streams
2021-01-01 Bernardo, Alessio; Della Valle, Emanuele