| Description |
1 online resource |
| Series |
Lecture notes in artificial intelligence ; 7477 |
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Lecture notes in computer science, 0302-9743 |
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LNCS sublibrary. SL 7, Artificial intelligence |
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Lecture notes in computer science. Lecture notes in artificial intelligence ; 7477
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Lecture notes in computer science.
|
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LNCS sublibrary. SL 7, Artificial intelligence.
|
| Contents |
How to Quantitatively Compare Data Dissimilarities for Unsupervised Machine Learning? / Bassam Mokbel, Sebastian Gross, Markus Lux, Niels Pinkwart and Barbara Hammer -- Kernel Robust Soft Learning Vector Quantization / Daniela Hofmann and Barbara Hammer -- Incremental Learning by Message Passing in Hierarchical Temporal Memory / Davide Maltoni and Erik M. Rehn -- Representative Prototype Sets for Data Characterization and Classification / Ludwig Lausser, Christoph Müssel and Hans A. Kestler -- Feature Selection by Block Addition and Block Deletion / Takashi Nagatani and Shigeo Abe -- Gradient Algorithms for Exploration/Exploitation Trade-Offs: Global and Local Variants / Michel Tokic and Günther Palm -- Towards a Novel Probabilistic Graphical Model of Sequential Data: Fundamental Notions and a Solution to the Problem of Parameter Learning / Edmondo Trentin and Marco Bongini -- Towards a Novel Probabilistic Graphical Model of Sequential Data: A Solution to the Problem of Structure Learning and an Empirical Evaluation / Marco Bongini and Edmondo Trentin |
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Statistical Recognition of a Set of Patterns Using Novel Probability Neural Network / Andrey V. Savchenko -- On Graph-Associated Matrices and Their Eigenvalues for Optical Character Recognition / Miriam Schmidt, Günther Palm and Friedhelm Schwenker -- Improving Iris Recognition through New Target Vectors in MLP Artificial Neural Networks / José Ricardo Gonçalves Manzan, Shigueo Nomura, Keiji Yamanaka, Milena Bueno Pereira Carneiro and Antônio C. Paschoarelli Veiga -- Robustness of a CAD System on Digitized Mammograms / Antonio García-Manso, Carlos J. García-Orellana, Ramón Gallardo-Caballero, Nico Lanconelli and Horacio González-Velasco, et al. -- Facial Expression Recognition Using Game Theory / Kaushik Roy and Mohamed S. Kamel -- Classification of Segmented Objects through a Multi-net Approach / Alessandro Zamberletti, Ignazio Gallo, Simone Albertini, Marco Vanetti and Angelo Nodari |
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A Decision Support System for the Prediction of the Trabecular Fracture Zone / Vasileios Korfiatis, Simone Tassani and George K. Matsopoulos -- Teeth/Palate and Interdental Segmentation Using Artificial Neural Networks / Kelwin Fernandez and Carolina Chang -- On Instance Selection in Audio Based Emotion Recognition / Sascha Meudt and Friedhelm Schwenker -- Traffic Sign Classifier Adaption by Semi-supervised Co-training / Matthias Hillebrand, Ulrich Kreßel, Christian Wöhler and Franz Kummert -- Using Self Organizing Maps to Analyze Demographics and Swing State Voting in the 2008 U.S. Presidential Election / Paul T. Pearson and Cameron I. Cooper -- Grayscale Images and RGB Video: Compression by Morphological Neural Network / Osvaldo de Souza, Paulo César Cortez and Francisco A.T.F. da Silva -- NeuCube EvoSpike Architecture for Spatio-temporal Modelling and Pattern Recognition of Brain Signals / Nikola Kasabov |
| Summary |
This book constitutes the refereed proceedings of the 5th INNS IAPR TC3 GIRPR International Workshop on Artificial Neural Networks in Pattern Recognition, ANNPR 2012, held in Trento, Italy, in September 2012. The 21 revised full papers presented were carefully reviewed and selected for inclusion in this volume. They cover a large range of topics in the field of neural network- and machine learning-based pattern recognition presenting and discussing the latest research, results, and ideas in these areas |
| Analysis |
Computer science |
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Data mining |
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Artificial intelligence |
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Computer vision |
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Optical pattern recognition |
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Pattern Recognition |
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User Interfaces and Human Computer Interaction |
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Computer Imaging, Vision, Pattern Recognition and Graphics |
| Bibliography |
Includes bibliographical references and author index |
| Subject |
Neural networks (Computer science) -- Congresses
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Pattern recognition systems -- Congresses
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Informatique.
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Neural networks (Computer science)
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Pattern recognition systems
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Mana, Nadia
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Schwenker, Friedhelm.
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Trentin, Edmondo.
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| ISBN |
9783642332128 |
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3642332129 |
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3642332110 |
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9783642332111 |
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