模式识别及支持向量机 Pattern recognition with *** vector machines mobi 下载 网盘 caj lrf pdf txt 阿里云

This book c***titutes the refereed proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines, SVM 2002, held in Niagara Falls, Ca*** in August 2002.The 16 revised full papers and 14 poster papers presented togethe***ith two invited contributi*** were carefully reviewed and selected from 57 full paper submissi***. The papers presented span the w*** range of topics in pattern recognition with *** vector machines from computational theories to implementati*** and applicati***.

Invited Papers

Predicting Signal Peptides with Support Vector Machines

Scaling Large Learning Problems with Hard Parallel Mixtures

Computational Issues

On the Generalization of Kernel Machines

Kernel Whitening for One-Class Classification

A Fast SVM Training Algorithm

Support Vector Machines with Embedded Reject Option

Object Recognition

Image Kernels

Combining Color and Shape Information for Appearance-Based Object Recognition Using Ultrametric Spin Glass-Markov Random Fields

Maintenance Training of Electric Power Facilities Using Object Recognition by SVM

Kerneltron: Support Vector 'Machine' in Silicon

Pattern Recognition

Advances in Component-Based Face Detection

Support Vector Learning for Gender Classification Using Audio and Visual Cues: A Comparison

Analysis of N***tationary Time Series Using Support Vector Machines

Recognition of C***onant-Vowel (CV) Units of Speech in a Broadcast News Corpus Using Support Vector Machines

Applicati***

Anomaly Detection Enhanced Classification in Computer Intrusion Detection

Sparse Correlation Kernel Analysis and Evolutionary Algorithm-Based Modeling of the Sensory Activity

Applicati*** of Support Vector Machines for Pattern Recognition:A Survey

Typhoon Analysis and Data Mining with Kernel Methods

Poster Papers

Support Vector Features and the Role of Dimensionality in Face Authentication

Face Detection Based on Cost-Sensitive Support Vector Machines

Real-Time Pedestrian Detection Using Support Vector Machines

Forward Decoding Kernel Machines:A Hybrid HMM/SVM Approach to Sequence Recognition

……

Author Index

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The LNCS series reports state-of-the-art results in computer science research,development,and education,at a high level and in both printed and electronic form.Enjoying tight cooperation with the R&D community,with numerous individuals,as well as with prestigious ***anizati*** and societies,LNCS has grown into the most comprehensive computer science resarch forum available.

The scope of LNCS,including its subseries LNAI,spans the w*** range of computer science and information technology including interdisciplinary topics in a variety of application fields.The type of material publised traditionally includes.

-proceedings(published in time for the respective conference)

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书籍介绍

This book c***titutes the refereed proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines, SVM 2002, held in Niagara Falls, Ca*** in August 2002.The 16 revised full papers and 14 poster papers presented togethe***ith two invited contributi*** were carefully reviewed and selected from 57 full paper submissi***. The papers presented span the w*** range of topics in pattern recognition with *** vector machines from computational theories to implementati*** and applicati***.