Blar i ODA Open Digital Archive på forfatter "Tavasoli, Hanane"
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On the Online Classification of Data Streams Using Weak Estimators
Tavasoli, Hanane; Oommen, John; Yazidi, Anis (Lecture Notes in Computer Science;9799, Journal article; Peer reviewed, 2016)In this paper, we propose a novel online classifier for complex data streams which are generated from non-stationary stochastic properties. Instead of using a single training model and counters to keep important data ... -
On utilizing weak estimators to achieve the online classification of data streams
Tavasoli, Hanane; Oommen, John; Yazidi, Anis (Engineering Applications of Artificial Intelligence;Volume 86, November 2019, Journal article; Peer reviewed, 2019-09-02)Classification, typically, deals with unique and distinct training and testing phases. This paper pioneers the concept when these phases are not so clearly well-defined. More specifically, we consider the case where the ... -
On utilizing weak estimators to achieve the online classification of data streams
Tavasoli, Hanane; Oommen, John; Yazidi, Anis (Engineering Applications of Artificial Intelligence;Volume 86, November 2019, Journal article; Peer reviewed, 2019-09-02)Classification, typically, deals with unique and distinct training and testing phases. This paper pioneers the concept when these phases are not so clearly well-defined. More specifically, we consider the case where the ...