Essays about: "concept drift handling algorithm"

Found 2 essays containing the words concept drift handling algorithm.

  1. 1. Evaluation of Adaptive random forest algorithm for classification of evolving data stream

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Ayham Alkazaz; Marwa Saado Kharouki; [2020]
    Keywords : ;

    Abstract :  In the era of big data, online machine learning algorithms have gained more and more traction from both academia and industry. In multiple scenarios decisions and predictions has to be made in near real-time as data is observed from continuously evolving data streams. READ MORE

  3. 2. Concept Drift in Surgery Prediction

    University essay from Blekinge Tekniska Högskola/Sektionen för datavetenskap och kommunikation

    Author : Ayne Beyene; Tewelle Welemariam; [2012]
    Keywords : Concept drift; Concept Drift in Surgery Prediction; Concept Drift Handling Algorithm; Trigger Based Ensemble;

    Abstract : Context: In healthcare, the decision of patient referral evolves through time because of changes in scientific developments, and clinical practices. Existing decision support systems of patient referral are based on the expert systems approach. This usually requires manual updates when changes in clinical practices occur. READ MORE