default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDAlessio Bernardo
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2023
[b1]Alessio Bernardo:
On learning from massive, evolving and imbalanced data streams. Polytechnic University of Milan, Italy, 2023- [c10]Stefania Menconi, Giacomo Ziffer
, Alessio Bernardo, Emanuele Della Valle:
Continuous Soccer Pass Detection: A Comparison between Traditional and Streaming Machine Learning Methods. IEEE Big Data 2023: 2673-2682 - [c9]Alessio Bernardo, Emanuele Della Valle, Albert Bifet:
Choosing the Right Time to Learn Evolving Data Streams. IEEE Big Data 2023: 5156-5165 - 2022
- [j2]Alessio Bernardo, Emanuele Della Valle:
An extensive study of C-SMOTE, a Continuous Synthetic Minority Oversampling Technique for Evolving Data Streams. Expert Syst. Appl. 196: 116630 (2022) - 2021
- [j1]Alessio Bernardo, Emanuele Della Valle:
VFC-SMOTE: very fast continuous synthetic minority oversampling for evolving data streams. Data Min. Knowl. Discov. 35(6): 2679-2713 (2021) - [c8]Alessio Bernardo, Emanuele Della Valle:
SMOTE-OB: Combining SMOTE and Online Bagging for Continuous Rebalancing of Evolving Data Streams. IEEE BigData 2021: 5033-5042 - [c7]Giacomo Ziffer, Alessio Bernardo, Emanuele Della Valle, Albert Bifet:
Kalman Filtering for Learning with Evolving Data Streams. IEEE BigData 2021: 5337-5346 - [c6]Alessio Bernardo, Emanuele Della Valle:
Predict COVID-19 Spreading With C-SMOTE. BIS 2021: 27-38 - [c5]Shima Zahmatkesh, Alessio Bernardo, Emanuele Falzone, Edgardo Di Nicola Carena, Emanuele Della Valle:
Supporting an Expert-centric Process of New Product Introduction With Statistical Machine Learning. BIS 2021: 187-198 - [c4]Alessio Bernardo, Giacomo Ziffer, Emanuele Della Valle:
IEBench: Benchmarking Streaming Learners on Imbalanced Evolving Data Streams. ICDM (Workshops) 2021: 331-340 - 2020
- [c3]Alessio Bernardo, Heitor Murilo Gomes, Jacob Montiel, Bernhard Pfahringer, Albert Bifet, Emanuele Della Valle:
C-SMOTE: Continuous Synthetic Minority Oversampling for Evolving Data Streams. IEEE BigData 2020: 483-492 - [c2]Alessio Bernardo, Emanuele Della Valle, Albert Bifet:
Incremental Rebalancing Learning on Evolving Data Streams. ICDM (Workshops) 2020: 844-850 - [c1]Giacomo Ziffer, Alessio Bernardo, Emanuele Della Valle, Albert Bifet:
Fast Incremental Naïve Bayes with Kalman Filtering. ICDM (Workshops) 2020: 883-889
2010 – 2019
- 2019
- [i1]Alessio Bernardo, Emanuele Della Valle, Albert Bifet:
Rebalancing Learning on Evolving Data Streams. CoRR abs/1911.07361 (2019)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-05-08 20:57 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
