Novelty detection with application to data streams

2009 ◽  
Vol 13 (3) ◽  
pp. 405-422 ◽  
Author(s):  
Eduardo J. Spinosa ◽  
André Ponce de Leon F. de Carvalho ◽  
João Gama
Keyword(s):  
Data Streams ◽  
Novelty Detection

Online Clustering for Novelty Detection and Concept Drift in Data Streams

2019 ◽  
pp. 448-459
Author(s):  
Kemilly Dearo Garcia ◽  
Mannes Poel ◽  
Joost N. Kok ◽  
André C. P. L. F. de Carvalho
Keyword(s):  
Data Streams ◽  
Concept Drift ◽  
Novelty Detection ◽  
Online Clustering

Novelty Detection and Online Learning for Chunk Data Streams

2020 ◽  
pp. 1-1
Author(s):  
Yi Wang ◽  
Yi Ding ◽  
Xiangjian He ◽  
Xin Fan ◽  
Chi Lin ◽  
...  
Keyword(s):  
Online Learning ◽  
Data Streams ◽  
Novelty Detection

Cognitively Motivated Novelty Detection in Video Data Streams

2007 ◽  
pp. 209-233
Author(s):  
James M. Kang ◽  
Muhammad Aurangzeb Ahmad ◽  
Ankur Teredesai ◽  
Roger Gaborski
Keyword(s):  
Data Streams ◽  
Novelty Detection ◽  
Video Data

scholarly journals Evaluation of Multiclass Novelty Detection Algorithms for Data Streams

2015 ◽  
Vol 27 (11) ◽  
pp. 2961-2973 ◽  
Author(s):  
Elaine Ribeiro de Faria ◽  
Isabel Ribeiro Goncalves ◽  
Jo ao Gama ◽  
Andre Carlos Ponce de Leon Ferreira Carvalho
Keyword(s):  
Data Streams ◽  
Novelty Detection ◽  
Detection Algorithms

scholarly journals An adaptive algorithm for anomaly and novelty detection in evolving data streams

2018 ◽  
Vol 32 (6) ◽  
pp. 1597-1633 ◽  
Author(s):  
Mohamed-Rafik Bouguelia ◽  
Slawomir Nowaczyk ◽  
Amir H. Payberah
Keyword(s):  
Data Streams ◽  
Adaptive Algorithm ◽  
Novelty Detection ◽  
Evolving Data

scholarly journals MINAS: multiclass learning algorithm for novelty detection in data streams

2015 ◽  
Vol 30 (3) ◽  
pp. 640-680 ◽  
Author(s):  
Elaine Ribeiro de Faria ◽  
André Carlos Ponce de Leon Ferreira Carvalho ◽  
João Gama
Keyword(s):  
Data Streams ◽  
Learning Algorithm ◽  
Novelty Detection

Ensemble Clustering for Novelty Detection in Data Streams

2019 ◽  
pp. 460-470
Author(s):  
Kemilly Dearo Garcia ◽  
Elaine Ribeiro de Faria ◽  
Cláudio Rebelo de Sá ◽  
João Mendes-Moreira ◽  
Charu C. Aggarwal ◽  
...  
Keyword(s):  
Data Streams ◽  
Novelty Detection ◽  
Ensemble Clustering

scholarly journals Novelty Detection from Evolving Complex Data Streams with Time Windows

2009 ◽  
pp. 563-572 ◽  
Author(s):  
Michelangelo Ceci ◽  
Annalisa Appice ◽  
Corrado Loglisci ◽  
Costantina Caruso ◽  
Fabio Fumarola ◽  
...  
Keyword(s):  
Data Streams ◽  
Novelty Detection ◽  
Time Windows ◽  
Complex Data
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