Blar i TKD - Institutt for informasjonsteknologi på emneord "Weak estimators"

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    • On optimizing firewall performance in dynamic networks by invoking a novel swapping window-based paradigm 

      Mohan, Ratish; Yazidi, Anis; Feng, Boning; Oommen, John (International Journal of Communication Systems;Volume 31, Issue 15 October 2018, Journal article; Peer reviewed, 2018-07-24)
      Designing and implementing efficient firewall strategies in the age of the Internet of Things (IoT) is far from trivial. This is because, as time proceeds, an increasing number of devices will be connected, accessed and ...

    • 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 ...

    • Parameter estimation in abruptly changing dynamic environments using stochastic learning weak estimator 

      Hammer, Hugo Lewi; Yazidi, Anis (Applied Intelligence;Volume 48, Issue 11, Journal article; Peer reviewed, 2018-05-25)
      Many real-life dynamical systems experience abrupt changes followed by almost stationary periods. In this paper, we consider streams of data exhibiting such abrupt behavior and investigate the problem of tracking their ...