منابع مشابه
Interactive Visualization based Active Learning
Active learning aims to label the most informative data points in order to minimize the cost of labeling [1]. In this work, we introduce a human based approach, namely First Certain Wrong Labeled (FCWL) to select points for labeling. It is based on a ranked list of predictions ordered by confidence, from which the user selects the highest ranking incorrect prediction. The experimental results s...
متن کاملActive Learning for Interactive Visualization
Many automatic visualization methods have been proposed. However, a visualization that is automatically generated might be different to how a user wants to arrange the objects in visualization space. By allowing users to relocate objects in the embedding space of the visualization, they can adjust the visualization to their preference. We propose an active learning framework for interactive vis...
متن کاملActive and Interactive Visual Learning
Modern computer vision models mostly rely on massive human annotated dataset for supervised training. The models are typically learnt from the supervision of a static dataset in a passive manner. This work explores three new settings when huge dataset supervisions are scarce and novel learning paradigms beyond passive training are proposed. First, we addressed the active learning for histopatho...
متن کاملInteractive Web-based Learning Using Interactive Multimedia Simulations
1 Professor, Department of Civil Engineering & Engineering Mechanics, University of Arizona, Tucson, AZ, 85721 USA, Phone: 520-621-2145, Fax: 520621-2145: [email protected] & Guest Professor, Institute of Geotechnical Engineering, ETH Hönggerberg, Zurich. Abstract In this paper, interactive animations are used to enhance presentation of difficult engineering topics. Teaching pedagogies and ...
متن کاملAuthoring Interactive Software Simulations for e-Learning
E-learning simulation authoring tools are the next generation of e-learning products: they enable tutors to create interactive multimedia course content. Users can walk through applications online and practise as they progress through course material. Much online course content is still based on paper models, but new media need new methods, and the growing availability of elearning simulation t...
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ژورنال
عنوان ژورنال: INTELIGENCIA ARTIFICIAL
سال: 2007
ISSN: 1988-3064,1137-3601
DOI: 10.4114/ia.v11i33.916