Exploració per autor "Pfahringer, Bernhard"
Ara es mostren els items 2-4 de 4
-
Mining frequent closed graphs on evolving data streams.
Bifet Figuerol, Albert Carles; Holmes, Geoff; Pfahringer, Bernhard; Gavaldà Mestre, Ricard (ACM Press, NY, 2011)
Text en actes de congrés
Accés restringit per política de l'editorialGraph mining is a challenging task by itself, and even more so when processing data streams which evolve in real-time. Data stream mining faces hard constraints regarding time and space for processing, and also needs to ... -
New ensemble methods for evolving data streams
Bifet Figuerol, Albert Carles; Holmes, Geoffrey; Pfahringer, Bernhard; Kirkby, R; Gavaldà Mestre, Ricard (Association for Computing Machinery (ACM), 2009)
Text en actes de congrés
Accés restringit per política de l'editorialAdvanced analysis of data streams is quickly becoming a key area of data mining research as the number of applications demanding such processing increases. Online mining when such data streams evolve over time, that is ... -
teex: a toolbox for the evaluation of explanations
Antoñanzas Acero, Jesús Maria; Jia, Yunzhe; Frank, Eibe; Bifet Figuerol, Albert Carles; Pfahringer, Bernhard (Elsevier, 2023-10-28)
Article
Accés obertWe present teex, a Python toolbox for the evaluation of explanations. teex focuses on the evaluation of local explanations of the predictions of machine learning models by comparing them to ground-truth explanations. It ...