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    Solving Large Scale Learning Tasks. Challenges and Algorithms

    Solving Large Scale Learning Tasks. Challenges and Algorithms

    - Essays Dedicated to Katharina Morik on the Occasion of Her 60th Birthday

    Forfatter: info mangler
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    • Format
    • Bog, paperback
    • Engelsk

    Beskrivelse

    In celebration of Prof. Morik's 60th birthday, this Festschrift covers research areas that Prof. Morik worked in and presents various researchers with whom she collaborated.



    The 23 refereed articles in this Festschrift volume provide challenges and solutions from theoreticians and practitioners on data preprocessing, modeling, learning, and evaluation. Topics include data-mining and machine-learning algorithms, feature selection and feature generation, optimization as well as efficiency of energy and communication.

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    Classification Evaluation Ontology. High performance computing Social media Validation Support vector machines Wireless sensor networks Spatio-Temporal Analysis Social network analysis Supporting teachers Markov process Single and multiagent learning User Understanding Mining social media Event detection Distributed Data Mining Attributed graph mining Mobility data mining Big data/analytics Big Data Analytics
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