Discovery science = 15th internation...
Ganascia, Jean-Gabriel.

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  • Discovery science = 15th international conference, DS 2012, Lyon, France, October 29-31, 2012 : proceedings /
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Discovery science/ edited by Jean-Gabriel Ganascia, Philippe Lenca, Jean-Marc Petit.
    其他題名: 15th international conference, DS 2012, Lyon, France, October 29-31, 2012 : proceedings /
    其他題名: DS 2012
    其他作者: Ganascia, Jean-Gabriel.
    出版者: Berlin, Heidelberg :Springer Berlin Heidelberg : : 2012.,
    面頁冊數: xiii, 327 p. :ill. (some col.), digital ;24 cm.
    內容註: Declarative Modeling for Machine Learning and Data Mining -- Recent Developments in Pattern Mining -- Exploring Sequential Data -- Large Scale Spectral Clustering Using Resistance Distance and Spielman-Teng Solvers -- Prediction of Quantiles by Statistical Learning and Application to GDP Forecasting -- Policy Search in a Space of Simple Closed-form Formulas: Towards Interpretability of Reinforcement Learning -- Towards Finding Relational Redescriptions -- Descriptive Modeling of Systemic Banking Crises -- A Trim Distance between Positions in Nucleotide Sequences -- Data Squashing for HSV Subimages by an Autonomous Mobile Robot -- Cohesive Co-evolution Patterns in Dynamic Attributed Graphs -- Efficient Redundancy Reduced Subgroup Discovery via Quadratic Programming -- HCAC: Semi-supervised Hierarchical Clustering Using Confidence- Based Active Learning -- LF-CARS: A Loose Fragment-Based Consensus Clustering Algorithm with a Robust Similarity -- Fast Approximation Algorithm for the 1-Median Problem -- Online Co-regularized Algorithms -- Fast Progressive Training of Mixture Models for Model Selection -- Including Spatial Relations and Scales within Sequential Pattern Extraction -- Predicting Ramp Events with a Stream-Based HMM Framework -- Burst Detection in a Sequence of Tweets Based on Information Diffusion Model -- Error-Correcting Output Codes as a Transformation from Multi-Class to Multi-Label Prediction -- An Assessment on Loan Performance from Combined Quantitative and Qualitative Data in XML -- Structural Change Pattern Mining Based on Constrained Maximal k-Plex Search -- Enhancing Patent Expertise through Automatic Matching with Scientific Papers -- Soft Threshold Constraints for Pattern Mining.
    Contained By: Springer eBooks
    標題: Science - Philosophy -
    電子資源: http://dx.doi.org/10.1007/978-3-642-33492-4
    ISBN: 9783642334924 (electronic bk.)
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