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Artificial Neural Networks in Pattern Recognition: Second IAPR Workshop, ANNPR 2

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Book Title
Artificial Neural Networks in Pattern Recognition: Second IAPR Wo
Artist
Schwenker, Friedhelm [Editor]; Marinai, Simone [Editor];
ISBN
9783540379515
Publication Name
Artificial Neural Networks in Pattern Recognition : Second IAPR Workshop, ANNPR 2006, Ulm, Germany, August 31-September 2, 2006, Proceedings
Item Length
9.3in
Publisher
Springer Berlin / Heidelberg
Series
Lecture Notes in Computer Science Ser.
Publication Year
2006
Type
Textbook
Format
Trade Paperback
Language
English
Item Height
0.3in
Author
Simone Marinai
Item Width
6.1in
Item Weight
34.6 Oz
Number of Pages
X, 302 Pages

關於產品

Product Information

This book constitutes the refereed proceedings of the Second IAPR Workshop on Artificial Neural Networks in Pattern Recognition, ANNPR 2006, held in Ulm, Germany in August/September 2006. The 26 revised papers presented were carefully reviewed and selected from 49 submissions. The papers are organized in topical sections on unsupervised learning, semi-supervised learning, supervised learning, support vector learning, multiple classifier systems, visual object recognition, and data mining in bioinformatics.

Product Identifiers

Publisher
Springer Berlin / Heidelberg
ISBN-10
3540379517
ISBN-13
9783540379515
eBay Product ID (ePID)
57178963

Product Key Features

Author
Simone Marinai
Publication Name
Artificial Neural Networks in Pattern Recognition : Second IAPR Workshop, ANNPR 2006, Ulm, Germany, August 31-September 2, 2006, Proceedings
Format
Trade Paperback
Language
English
Series
Lecture Notes in Computer Science Ser.
Publication Year
2006
Type
Textbook
Number of Pages
X, 302 Pages

Dimensions

Item Length
9.3in
Item Height
0.3in
Item Width
6.1in
Item Weight
34.6 Oz

Additional Product Features

Series Volume Number
4087
Number of Volumes
1 Vol.
Lc Classification Number
Q334-342
Table of Content
Unsupervised Learning.- Simple and Effective Connectionist Nonparametric Estimation of Probability Density Functions.- Comparison Between Two Spatio-Temporal Organization Maps for Speech Recognition.- Adaptive Feedback Inhibition Improves Pattern Discrimination Learning.- Semi-supervised Learning.- Supervised Batch Neural Gas.- Fuzzy Labeled Self-Organizing Map with Label-Adjusted Prototypes.- On the Effects of Constraints in Semi-supervised Hierarchical Clustering.- A Study of the Robustness of KNN Classifiers Trained Using Soft Labels.- Supervised Learning.- An Experimental Study on Training Radial Basis Functions by Gradient Descent.- A Local Tangent Space Alignment Based Transductive Classification Algorithm.- Incremental Manifold Learning Via Tangent Space Alignment.- A Convolutional Neural Network Tolerant of Synaptic Faults for Low-Power Analog Hardware.- Ammonium Estimation in a Biological Wastewater Plant Using Feedforward Neural Networks.- Support Vector Learning.- Support Vector Regression Using Mahalanobis Kernels.- Incremental Training of Support Vector Machines Using Truncated Hypercones.- Fast Training of Linear Programming Support Vector Machines Using Decomposition Techniques.- Multiple Classifier Systems.- Multiple Classifier Systems for Embedded String Patterns.- Multiple Neural Networks for Facial Feature Localization in Orientation-Free Face Images.- Hierarchical Neural Networks Utilising Dempster-Shafer Evidence Theory.- Combining MF Networks: A Comparison Among Statistical Methods and Stacked Generalization.- Visual Object Recognition.- Object Detection and Feature Base Learning with Sparse Convolutional Neural Networks.- Visual Classification of Images by Learning Geometric Appearances Through Boosting.- An Eye Detection System Based on Neural Autoassociators.- Orientation Histograms for Face Recognition.- Data Mining in Bioinformatics.- An Empirical Comparison of Feature Reduction Methods in the Context of Microarray Data Classification.- Unsupervised Feature Selection for Biomarker Identification in Chromatography and Gene Expression Data.- Learning and Feature Selection Using the Set Covering Machine with Data-Dependent Rays on Gene Expression Profiles.
Copyright Date
2006
Topic
Neural Networks, Intelligence (Ai) & Semantics, Computer Vision & Pattern Recognition, Enterprise Applications / General
Lccn
2006-931356
Dewey Decimal
006.4
Intended Audience
Scholarly & Professional
Dewey Edition
22
Illustrated
Yes
Genre
Computers

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