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Can I read Meta-Learning in Computational Intelligence (Studies in Computational Intelligence, 358) on EtoBox?
Meta-Learning in Computational Intelligence (Studies in Computational Intelligence, 358) by Norbert Jankowski, Krzysztof Grąbczewski (auth.), Norbert Jankowski, Włodzisław Duch, Krzysztof Gra̧bczewski (eds.) is a nonfiction available to read on EtoBox.
What is Meta-Learning in Computational Intelligence (Studies in Computational Intelligence, 358) about?
Computational Intelligence (CI) community has developed hundreds of algorithms for intelligent data analysis, but still many hard problems in computer vision, signal processing or text and multimedia understanding, problems that require deep learning techniques, are open. Modern data mining packages contain numerous modules for data acquisition, pre-processing, feature selection and construction, instance selection, classification, association and approximation methods, optimization techniques, pattern discovery, clusterization, visualization and post-processing. A large data mining package allows for billions of ways in which these modules can be combined. No human expert can claim to explore and understand all possibilities in the knowledge discovery process. This is where algorithms that learn how to learnl come to rescue. Operating in the space of all available data transformations and optimization techniques these algorithms use meta-knowledge about learning processes automatically extracted from experience of solving diverse problems. Inferences about transformations useful in different contexts help to construct learning algorithms that can uncover various aspects of knowle
Who reads Meta-Learning in Computational Intelligence (Studies in Computational Intelligence, 358)?
It is typically read by self-directed learners exploring a subject in depth.
Common subject areas: history, science, philosophy, social sciences.
- Author
- Norbert Jankowski, Krzysztof Grąbczewski (auth.), Norbert Jankowski, Włodzisław Duch, Krzysztof Gra̧bczewski (eds.)
- Publisher
- Springer-Verlag Berlin Heidelberg
- Published
- 2011
- Language
- EN
- ISBN
- 9783642209796
- Category
- nonfiction
- Subjects
- Computer Science, Engineering, Science
Other editions & translations
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