Expected similarity estimation for large-scale batch and streaming anomaly detection

Erstveröffentlichung
2016Authors
Schneider, Markus
Ertel, Wolfgang
Ramos, Fabio
Wissenschaftlicher Artikel
Published in
Machine Learning ; 105 (2016), 3. - S. 305-333. - ISSN 0885-6125. - eISSN 1573-0565
Link to publication
https://dx.doi.org/10.1007/s10994-016-5567-7Faculties
Fakultät für Ingenieurwissenschaften, Informatik und PsychologieInstitutions
Institut für NeuroinformatikSubject headings
[Free subject headings]: Anomaly detection | Large-scale data | Kernel methods | Hilbert space embedding | Mean map | distance-based outliers | data sets | algorithms | support[DDC subject group]: DDC 000 / Computer science, information & general works