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  • Sparse Modeling

    Theory, Algorithms, and Applications

    Series series Chapman & Hall/CRC Machine Learning & Pattern Recognition
    Sparse models are particularly useful in scientific applications, such as biomarker discovery in genetic or neuroimaging data, where the interpretability of a predictive model is essential. Sparsity can also dramatically improve the cost efficiency of signal processing.Sparse Modeling: Theory, Algorithms, and Applications provides an introduction t ... Read more

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  • Machine Learning and Interpretation in Neuroimaging

    4th International Workshop, MLINI 2014, Held at NIPS 2014, Montreal, QC, Canada, December 13, 2014, Revised Selected Papers

    Series series Springer Nature Proceedings Computer Science
    This book constitutes the revised selected papers from the 4th International Workshop on Machine Learning and Interpretation in Neuroimaging, MLINI 2014, held in Montreal, QC, Canada, in December 2014 as a satellite event of the 11th annual conference on Neural Information Processing Systems, NIPS 2014.The 10 MLINI 2014 papers presented in this volume were carefully reviewed and selected from 17 ... Read more

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  • Similarity Search and Applications

    10th International Conference, SISAP 2017, Munich, Germany, October 4-6, 2017, Proceedings

    Series series Springer Nature Proceedings Computer Science
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    Series series Computer Science (R0)
    Due to the fast growth of the Web and the difficulties in finding desired information, efficient and effective information retrieval systems have become more important than ever, and the search engine has become an essential tool for many people.The ranker, a central component in every search engine, is responsible for the matching between processed queries and indexed documents. Because of its ... Read more

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  • Multiple Classifier Systems

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    Series series Springer Nature Proceedings Computer Science
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  • Neural Information Processing

    22nd International Conference, ICONIP 2015, Istanbul, Turkey, November 9-12, 2015, Proceedings, Part II

    Series Book 2 - Springer Nature Proceedings Computer Science
    The four volume set LNCS 9489, LNCS 9490, LNCS 9491, and LNCS 9492 constitutes the proceedings of the 22nd International Conference on Neural Information Processing, ICONIP 2015, held in Istanbul, Turkey, in November 2015.The 231 full papers presented were carefully reviewed and selected from 375 submissions. The 4 volumes represent topical sections containing articles on Learning Algorithms and ... Read more

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    Series Book 4 - Springer Nature Proceedings Computer Science
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  • Pattern Recognition

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    This book constitutes the refereed proceedings of the 9th Mexican Conference on Pattern Recognition, MCPR 2017, held in Huatulco, Mexico, in June 2017.The 29 revised full papers presented were carefully reviewed and selected from 55 submissions. The papers are organized in topical sections on pattern recognition and artificial intelligence techniques, image processing and analysis, robotics and ... Read more

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