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Support Vector Machines for Pattern Classification

Shigeo Abe

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Disponibilidad
Institución detectada Año de publicación Navegá Descargá Solicitá
No detectada 2005 SpringerLink

Información

Tipo de recurso:

libros

ISBN impreso

978-1-85233-929-6

ISBN electrónico

978-1-84628-219-5

Editor responsable

Springer Nature

País de edición

Reino Unido

Fecha de publicación

Información sobre derechos de publicación

© Springer-Verlag London Limited 2005

Tabla de contenidos

Introduction

Shigeo Abe

Minimally invasive surgery has the potential to minimize surgical trauma and pain while improving functional recovery in patients having total hip replacement. The minimally invasive two-incision total hip technique described here, where muscle and tendon trauma is minimized, shows substantial short-term pain and functional improvement over traditional hip replacement. While this minimally invasive two-incision technique shows great promise; this technique requires meticulous surgical technique, specialized instrumentation, and special instruction. Therefore, specialized training is strongly recommended for surgeons interested in this new technique to minimize complications and ensure success.

Pp. 3-13

Two-Class Support Vector Machines

Shigeo Abe

Minimally invasive surgery has the potential to minimize surgical trauma and pain while improving functional recovery in patients having total hip replacement. The minimally invasive two-incision total hip technique described here, where muscle and tendon trauma is minimized, shows substantial short-term pain and functional improvement over traditional hip replacement. While this minimally invasive two-incision technique shows great promise; this technique requires meticulous surgical technique, specialized instrumentation, and special instruction. Therefore, specialized training is strongly recommended for surgeons interested in this new technique to minimize complications and ensure success.

Pp. 15-82

Multiclass Support Vector Machines

Shigeo Abe

Minimally invasive surgery has the potential to minimize surgical trauma and pain while improving functional recovery in patients having total hip replacement. The minimally invasive two-incision total hip technique described here, where muscle and tendon trauma is minimized, shows substantial short-term pain and functional improvement over traditional hip replacement. While this minimally invasive two-incision technique shows great promise; this technique requires meticulous surgical technique, specialized instrumentation, and special instruction. Therefore, specialized training is strongly recommended for surgeons interested in this new technique to minimize complications and ensure success.

Pp. 83-128

Variants of Support Vector Machines

Shigeo Abe

Minimally invasive surgery has the potential to minimize surgical trauma and pain while improving functional recovery in patients having total hip replacement. The minimally invasive two-incision total hip technique described here, where muscle and tendon trauma is minimized, shows substantial short-term pain and functional improvement over traditional hip replacement. While this minimally invasive two-incision technique shows great promise; this technique requires meticulous surgical technique, specialized instrumentation, and special instruction. Therefore, specialized training is strongly recommended for surgeons interested in this new technique to minimize complications and ensure success.

Pp. 129-154

Training Methods

Shigeo Abe

Minimally invasive surgery has the potential to minimize surgical trauma and pain while improving functional recovery in patients having total hip replacement. The minimally invasive two-incision total hip technique described here, where muscle and tendon trauma is minimized, shows substantial short-term pain and functional improvement over traditional hip replacement. While this minimally invasive two-incision technique shows great promise; this technique requires meticulous surgical technique, specialized instrumentation, and special instruction. Therefore, specialized training is strongly recommended for surgeons interested in this new technique to minimize complications and ensure success.

Pp. 155-188

Feature Selection and Extraction

Shigeo Abe

Minimally invasive surgery has the potential to minimize surgical trauma and pain while improving functional recovery in patients having total hip replacement. The minimally invasive two-incision total hip technique described here, where muscle and tendon trauma is minimized, shows substantial short-term pain and functional improvement over traditional hip replacement. While this minimally invasive two-incision technique shows great promise; this technique requires meticulous surgical technique, specialized instrumentation, and special instruction. Therefore, specialized training is strongly recommended for surgeons interested in this new technique to minimize complications and ensure success.

Pp. 189-199

Clustering

Shigeo Abe

Minimally invasive surgery has the potential to minimize surgical trauma and pain while improving functional recovery in patients having total hip replacement. The minimally invasive two-incision total hip technique described here, where muscle and tendon trauma is minimized, shows substantial short-term pain and functional improvement over traditional hip replacement. While this minimally invasive two-incision technique shows great promise; this technique requires meticulous surgical technique, specialized instrumentation, and special instruction. Therefore, specialized training is strongly recommended for surgeons interested in this new technique to minimize complications and ensure success.

Pp. 201-208

Kernel-Based Methods

Shigeo Abe

Minimally invasive surgery has the potential to minimize surgical trauma and pain while improving functional recovery in patients having total hip replacement. The minimally invasive two-incision total hip technique described here, where muscle and tendon trauma is minimized, shows substantial short-term pain and functional improvement over traditional hip replacement. While this minimally invasive two-incision technique shows great promise; this technique requires meticulous surgical technique, specialized instrumentation, and special instruction. Therefore, specialized training is strongly recommended for surgeons interested in this new technique to minimize complications and ensure success.

Pp. 209-222

Maximum-Margin Multilayer Neural Networks

Shigeo Abe

Minimally invasive surgery has the potential to minimize surgical trauma and pain while improving functional recovery in patients having total hip replacement. The minimally invasive two-incision total hip technique described here, where muscle and tendon trauma is minimized, shows substantial short-term pain and functional improvement over traditional hip replacement. While this minimally invasive two-incision technique shows great promise; this technique requires meticulous surgical technique, specialized instrumentation, and special instruction. Therefore, specialized training is strongly recommended for surgeons interested in this new technique to minimize complications and ensure success.

Pp. 223-235

Maximum-Margin Fuzzy Classifiers

Shigeo Abe

Minimally invasive surgery has the potential to minimize surgical trauma and pain while improving functional recovery in patients having total hip replacement. The minimally invasive two-incision total hip technique described here, where muscle and tendon trauma is minimized, shows substantial short-term pain and functional improvement over traditional hip replacement. While this minimally invasive two-incision technique shows great promise; this technique requires meticulous surgical technique, specialized instrumentation, and special instruction. Therefore, specialized training is strongly recommended for surgeons interested in this new technique to minimize complications and ensure success.

Pp. 237-263