| Description |
1 online resource (xiv, 204 pages) : illustrations (chielfy color) |
| Series |
Advances in intelligent and soft computing, 1867-5662 ; 204 |
|
Advances in intelligent and soft computing ; 204.
|
| Contents |
Pattern Recognition as an Indicator of Diagnostic Expertise / Thomas Loveday, Mark Wiggins, Marino Festa -- Analysis of Factorial Designs with the Consideration of Interactions via the Stepwise Response Refinement Screener (SRRS) / Frederick Kin Hing Phoa -- Object Detection with Semi-local Features / Robert Sorschag -- Inferring Time Varying Dynamic Linear Model Parameters from a Mixture Model / Kevin R. Keane, Jason J. Corso -- A Performance Evaluation of Mutual Information Estimators for Multivariate Feature Selection / Gauthier Doquire, Michel Verleysen -- Modelling and Explaining Online News Preferences / Elena Hensinger, Ilias Flaounas -- Combining Graph Seriation and Substructures Mining for Graph Recognition / Lorenzo Livi, Guido Del Vescovo -- Segmentation of Nonstationary Time Series with Geometric Clustering / Alexei Bocharov, Bo Thiesson -- A Novel Framework for Nontechnical Losses Detection in Electricity Companies / Matías Di Martino, Federico Decia -- Adaptive Features for Object Classification / Heydar Maboudi Afkham, Stefan Carlsson -- SVM-Based Feature Selection and Classification for Email Filtering / Sebastían Maldonado, Gaston L'Huillier -- Instance Selection Methods and Resampling Techniques for Dissimilarity Representation with Imbalanced Data Sets / M. Millán-Giraldo, V. García, J.S. Sánchez -- Simplex Decompositions Using Singular Values Decomposition / Madhusudana Shashanka, Michael Giering -- On the Understanding of the Stream Volume Behavior on Twitter / Juan Zamora, Miguel Guevara -- Training Selection with Label Propagation for Semi-supervised Land Classification and Segmentation of Satellite Images / Olga Rajadell, Pedro García-Sevilla -- Hyperspectral Imagery Framework for Unmixing and Dimensionality Estimation / José M.P. Nascimento, José M. Bioucas-Dias |
| Summary |
This edited book includes extended and revised versions of a set of selected papers from the First International Conference on Pattern Recognition (ICPRAM 2012), held in Vilamoura, Algarve, Portugal, from 6 to 8 February, 2012, sponsored by the Institute for Systems and Technologies of Information Control and Communication (INSTICC) and held in cooperation with the Association for the Advancement of Artificial Intelligence (AAAI) and Pattern Analysis, Statistical Modelling and Computational Learning (PASCAL2). The conference brought together researchers, engineers and practitioners interested on the areas of Pattern Recognition, both from theoretical and application perspectives |
| Analysis |
Engineering |
|
Artificial intelligence |
|
Computational Intelligence |
|
Computer Imaging, Vision, Pattern Recognition and Graphics |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Print version record |
| Subject |
Pattern perception -- Congresses
|
|
Pattern recognition systems -- Congresses
|
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COMPUTERS -- Optical Data Processing.
|
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Ingénierie.
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Pattern perception
|
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Pattern recognition systems
|
| Genre/Form |
proceedings (reports)
|
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Conference papers and proceedings
|
|
Conference papers and proceedings.
|
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Actes de congrès.
|
| Form |
Electronic book
|
| Author |
Latorre Carmona, Pedro, editor
|
|
Sánchez, J. Salvador, editor
|
|
Fred, Ana, editor
|
| ISBN |
9783642365300 |
|
3642365302 |
|
3642365299 |
|
9783642365294 |
|
