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Classification and Learning Using Genetic Algorithms, Sanghamitra Bandyopadhyay; Sankar Kumar Pal


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Цена: 130430.00T
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Автор: Sanghamitra Bandyopadhyay; Sankar Kumar Pal
Название:  Classification and Learning Using Genetic Algorithms
ISBN: 9783642080548
Издательство: Springer
Классификация: ISBN-10: 3642080545
Обложка/Формат: Paperback
Страницы: 327
Вес: 0.47 кг.
Дата издания: 2007
Серия: Natural Computing Series
Язык: English
Размер: 234 x 156 x 18
Читательская аудитория: Science
Ссылка на Издательство: Link
Поставляется из: Германии
Описание:

This book provides a unified framework that describes how genetic learning can be used to design pattern recognition and learning systems. It examines how a search technique, the genetic algorithm, can be used for pattern classification mainly through approximating decision boundaries. Coverage also demonstrates the effectiveness of the genetic classifiers vis- -vis several widely used classifiers, including neural networks.



Information Theory, Inference and Learning Algorithms

Автор: David J. C. MacKay
Название: Information Theory, Inference and Learning Algorithms
ISBN: 0521642981 ISBN-13(EAN): 9780521642989
Издательство: Cambridge Academ
Рейтинг:
Цена: 60190.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This exciting and entertaining textbook is ideal for courses in information, communication and coding. It is an unparalleled entry point to these subjects for professionals working in areas as diverse as computational biology, data mining, financial engineering and machine learning.

WHO Classification of Tumours of Female Reproductive Organs. Fourth Edition

Автор: Kurman R. J.
Название: WHO Classification of Tumours of Female Reproductive Organs. Fourth Edition
ISBN: 9283224353 ISBN-13(EAN): 9789283224358
Издательство: WHO Press
Рейтинг:
Цена: 79830.00 T
Наличие на складе: Есть
Описание: WHO Classification of Tumours of Female Reproductive Organs is the sixth volume in the Fourth Edition of the WHO series on histological and genetic typing of human tumors. This authoritative, concise reference book provides an international standard for oncologists and pathologists and will serve as an indispensable guide for use in the design of studies monitoring response to therapy and clinical outcome.

Diagnostic criteria, pathological features, and associated genetic alterations are described in a strictly disease-oriented manner. Sections on all recognized neoplasms and their variants include new ICD-O codes, epidemiology, clinical features, macroscopy, pathology, genetics, and prognosis and predictive factors. The book, prepared by 91 authors from 19 countries, contains more than 400 color images and tables, and more than 2100 references.

This book is in the series commonly referred to as the "Blue Book" series.

WHO Classification of Tumours of Haematopoietic and Lymphoid Tissues

Автор: S.H Swerdlow
Название: WHO Classification of Tumours of Haematopoietic and Lymphoid Tissues
ISBN: 9283224310 ISBN-13(EAN): 9789283224310
Издательство: WHO Press
Рейтинг:
Цена: 60120.00 T
Наличие на складе: Есть
Описание: WHO Classification of Tumours of Haematopoietic and Lymphoid Tissue is the third volume in the new WHO series on histological and genetic typing of human tumors. This authoritative, concise reference book covers the entire range of leukaemias and lymphomas. It provides an international standard for oncologists and pathologists and will serve as an indispensable guide for use in the design of studies monitoring response to therapy and clinical outcome. Diagnostic criteria, pathological features, and associated genetic alterations are described in a strictly disease-oriented manner. Sections on all recognized neoplasms and their variants include new ICD-O codes, incidence, age and sex distribution, location, clinical signs and symptoms, pathology, genetics, and predictive factors.

The book, prepared by 130 authors from 22 countries, contains more than 1,000 color photographs, numerous magnetic resonance and ultrasound images, CT scans, charts, and 2,500 references.

This book is in the series commonly referred to as the "Blue Book" series.

Contributors: Dr Cem Akin, Dr Loannis Anagnostopoulos, Dr Katsuyuki Aozasa, Dr Daniel A. Arber, Dr Michele Baccarani, Dr Barbara J. Bain, Dr Giovanni Barosi, Dr Lrith Baumann, Dr Marie-Christine Bene, Dr Daniel Benharroch, Dr John M. Bennett, Dr Francoise Berger, Dr Emillo Berti, Dr Gunnar Birgegard, Dr Clara D. Bloomfield, Dr Bettina Borisch, Dr Michael J. Borowitz, Dr Richard D. Brunning, Dr Walter Burgdorf, Dr Elias Campo, Dr Daniel Catovsky, Dr Lorenzo Cerroni, Dr Ethel Cesarman, Dr Amv Chadburn, Dr John K.C. Chan, Dr Wing Chung Chan, Dr Andreas Chott, Dr Robert W. Coupland, Dr Daphne De Jong, Dr Christiane De Wolf-Peeters, Dr Martina Deckert, Dr Jan Delabie, Dr Georges Delsol, Dr Ahmet Dogan, Dr Lyn M. Duncan, Dr Kojo S.J. Elenitoba-Johnson, Dr Luis Escribano, Dr Fabio Facchetti, Dr Brunangelo Falini, Dr Judith A. Ferry, Dr Christopher D.M. Fletcher, Dr Katheryn Foucar, Dr Randy D. Gascoyne, Dr Kevin C. Gatter, Dr Norbert Gattermann, Dr Phillippe Gaulard, Dr Ulrich Germing, Dr D. Gary Gilliland, Dr Heinz Gisslinger, Dr Peter L. Greenberg, Dr Thomas M. Grogan, Dr. Karen L. Grogg, Dr Margarita Guenova, Dr Nancy Lee Harris, Dr Robert Paul Hasserjian, Dr Eva Hellstrom-Lindberg, Dr Hans-Peter Horny, Dr Peter G. Isaacson, Dr Elaine S. Jaffe, Dr Ronald Jaffe, Dr Daniel M. Jones, Dr Marshall E. Kadin, Dr Masahiro Kikuchi, Dr Hiroshi Kimura, Dr Marsha C. Kinney, Dr Phillip M. Kluin, Dr Young-Hyeh Ko, Dr Alla M. Kovrigina, Dr Laszlo Krenacs, Dr W. Michael Kuehl, Dr Jeffery L. Kutok, Dr Hans Michael Kvasnicka, Dr Robert A. Kyle, Dr Richard A. Larson, Dr Michelle M. Le Beau, Dr Lorenzo Leoncini, Dr Alan F. List, Dr Kenneth A. Maclennan, Dr William R. Macon, Dr David Y. Mason, Dr Estella Matutes, Dr Robert W. Mckenna, Dr Chris J.L.M. Meijer, Dr Junia V. Melo, Dr Dean D. Metcalfe, Dr Manuela Mollejo, Dr Peter Moller, Dr Emilli Montserrat, Dr William G. Morice, Dr Hans Konrad Muller-Hermelink, Drshigeo Nakamura, Dr Bharat N. Nathwani, Dr Charlotte M. Niemeyer, Dr Hiroko Ohgaki, Dr Kiochi Ohshima, Dr Mihaela Onciu, Dr Atillio Orazi, Dr German Ott, Dr Marco Paulli, Dr Suat-Cheng Peh, Dr Loann Peterson, Dr Tony Petrella, Dr Stefano A. Pileri, Dr Miguel A. Piris, Dr Stefania Pittaluga, Dr Maurillio Ponzoni, Dr Sibrand Poppema, Dr Anna Porwit, Dr Leticia Quintanilla-Martinez, Dr Elisabeth Ralfiaker, Dr Martine Raphael, Dr Jonathan Said, Dr Christian A. Sander, Dr Masao Seto, Dr Kevin Shannon, Dr Bruce R. Smoller, Dr Ivy Sng, Dr Dominic Spagnolo, Dr Harald Stein, Dr Christer Sundstrom, Dr Steven H. Swerdlow, Dr Ayalew Tefferi, Dr Catherine Thieblemont, Dr Jurgen Thiele, Dr Peter Valent, Dr J.H. Van Krieken, Dr James W. Vardiman, Dr Beatrice Vergier, Dr Neus Villamor, Dr Reinhard Von Wasielewski, Dr Roger A. Warnke, Dr Steven A. Webber, Dr Dennis D. Weisenburger, Dr Lawrence M. Weiss, Dr Sean J. Whittaker, Dr Rein Willemze, Dr Wyndham H. Wilson, D

WHO Classification of Tumours of Soft Tissue and Bone. Fourth edition

Автор: Fletcher C.
Название: WHO Classification of Tumours of Soft Tissue and Bone. Fourth edition
ISBN: 9283224345 ISBN-13(EAN): 9789283224341
Издательство: WHO Press
Рейтинг:
Цена: 79830.00 T
Наличие на складе: Есть
Описание: WHO Classification of Soft Tissue and Bone is the fifth volume of the 4th Edition of the WHO series on histological and genetic typing of human tumors. This authoritative, concise reference book provides an international standard for oncologists and pathologists and will serve as an indispensable guide for use in the design of studies monitoring response to therapy and clinical outcome. Diagnostic criteria, pathological features, and associated genetic alterations are described in a strictly disease-oriented manner. Sections on all recognized neoplasms and their variants include new ICD-O codes, epidemiology, clinical features, macroscopy, pathology, genetics, and prognosis and predictive factors. This book is in the series commonly referred to as the "Blue Book" series.

WHO Classification of Head and Neck Tumours 4 ed.

Автор: Adel K El-Naggar, John KC Chan
Название: WHO Classification of Head and Neck Tumours 4 ed.
ISBN: 9283224388 ISBN-13(EAN): 9789283224389
Издательство: WHO Press
Цена: 108630.00 T
Наличие на складе: Есть
Описание: The WHO Classification of Head and Neck Tumours is the ninth volume in the 4th Edition of the WHO series on histological and genetic typing of human tumors. This authoritative, concise reference book provides an international standard for oncologists and pathologists and will serve as an indispensable guide for use in the design of studies evaluating response to therapy and clinical outcome. Diagnostic criteria, pathological features, and associated genetic alterations are described in a disease-oriented manner. Sections on all recognized neoplasms and their variants include new ICD-O codes, epidemiology, clinical features, macroscopy, pathology, genetics, and prognosis and predictive factors. The book, prepared by 135 authors from 35 countries, contains more than 600 color images and tables, and more than 2700 references. This book is in the series commonly referred to as the "Blue Book" series.

WHO Classification of Tumours of Digestive System

Автор: F. Hruban, R. H. Theise
Название: WHO Classification of Tumours of Digestive System
ISBN: 9283224329 ISBN-13(EAN): 9789283224327
Издательство: WHO Press
Рейтинг:
Цена: 130350.00 T
Наличие на складе: Есть
Описание: WHO Classification of Tumours of the Digestive System is the third volume of the 4th Edition of the WHO series on histological and genetic typing of human tumors. This authoritative, concise reference book provides an international standard for oncologists and pathologists and will serve as an indispensable guide for use in the design of studies monitoring response to therapy and clinical outcome. This book also provides user-friendly algorithmic approaches to the diagnosis of the major tumors of the digestive tract. Diagnostic criteria, pathological features, and associated genetic alterations are described in a strictly disease-oriented manner. Sections on all recognized neoplasms and their variants include new ICD-O codes, incidence, age and sex distribution, location, clinical signs and symptoms, pathology, genetics, and predictive factors. The book, prepared by more than 100 authors from 22 countries, contains some 700 color photographs, numerous tables and figures and more than 3700 references.

This book is in the series commonly referred to as the "Blue Book" series.

Автор: Travis W.D.
Название: WHO Classification of Tumours of the Lung, Pleura, Thymus and Heart. 4 ed.
ISBN: 9283224361 ISBN-13(EAN): 9789283224365
Издательство: WHO Press
Рейтинг:
Цена: 130350.00 T
Наличие на складе: Есть
Описание: WHO Classification of Tumours of the Lung, Pleura, Thymus and Heart is the seventh volume in the Fourth Edition of the WHO series on histological and genetic typing of human tumors.

This authoritative, concise reference book provides an international standard for oncologists and pathologists and will serve as an indispensable guide for use in the design of studies monitoring response to therapy and clinical outcome.

This book is in the series commonly referred to as the "Blue Book" series.

Image Analysis, Classification and Change Detection in Remote Sensing: With Algorithms for ENVI/IDL

Автор: Canty, Morton J.
Название: Image Analysis, Classification and Change Detection in Remote Sensing: With Algorithms for ENVI/IDL
ISBN: 0849372518 ISBN-13(EAN): 9780849372513
Издательство: Taylor&Francis
Цена: 40820.00 T
Наличие на складе: Нет в наличии.

WHO Classification of Tumours of the Urinary System and Male Genital Organs.4 ed.

Автор: International Agency for Research on Cancer
Название: WHO Classification of Tumours of the Urinary System and Male Genital Organs.4 ed.
ISBN: 928322437X ISBN-13(EAN): 9789283224372
Издательство: WHO Press
Рейтинг:
Цена: 155180.00 T
Наличие на складе: Нет в наличии.
Описание: WHO Classification of Tumours of the Urinary System and Male Genital Organs is the eighth volume in the 4th Edition of the WHO series on histological and genetic typing of human tumours. This authoritative, concise reference book provides an international standard for oncologists and pathologists and will serve as an indispensable guide for use in the design of studies monitoring response to therapy and clinical outcome.

Diagnostic criteria, pathological features, and associated genetic alterations are described in a strictly disease-oriented manner. Sections on all recognized neoplasms and their variants include new ICD-O codes, epidemiology, clinical features, macroscopy, pathology, genetics, and prognosis and predictive factors. It contains numerous color photographs, MRIs, ultrasound images, CT scans, charts and references.

This book is in the series commonly referred to as the "Blue Book" series.

WHO Classification of Tumours of the Breast, 4 Ed

Автор: Lakhani, S.R.,
Название: WHO Classification of Tumours of the Breast, 4 Ed
ISBN: 9283224337 ISBN-13(EAN): 9789283224334
Издательство: WHO Press
Рейтинг:
Цена: 186220.00 T
Наличие на складе: Невозможна поставка.
Описание: WHO Classification of Tumours of the Breast is the fourth volume of the Fourth Edition of the WHO series on histological and genetic typing of human tumors. This authoritative, concise reference book provides an international standard for oncologists and pathologists and will serve as an indispensable guide for use in the design of studies monitoring response to therapy and clinical outcome.

This book is in the series commonly referred to as the "Blue Book" series.

Fundamentals of Machine Learning for Predictive Data Analytics: Algorithms, Worked Examples, and Case Studies

Автор: Kelleher John D., Macnamee Brian, D`Arcy Aoife
Название: Fundamentals of Machine Learning for Predictive Data Analytics: Algorithms, Worked Examples, and Case Studies
ISBN: 0262029448 ISBN-13(EAN): 9780262029445
Издательство: MIT Press
Рейтинг:
Цена: 90290.00 T
Наличие на складе: Нет в наличии.
Описание:

A comprehensive introduction to the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications.

Machine learning is often used to build predictive models by extracting patterns from large datasets. These models are used in predictive data analytics applications including price prediction, risk assessment, predicting customer behavior, and document classification. This introductory textbook offers a detailed and focused treatment of the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications. Technical and mathematical material is augmented with explanatory worked examples, and case studies illustrate the application of these models in the broader business context.

After discussing the trajectory from data to insight to decision, the book describes four approaches to machine learning: information-based learning, similarity-based learning, probability-based learning, and error-based learning. Each of these approaches is introduced by a nontechnical explanation of the underlying concept, followed by mathematical models and algorithms illustrated by detailed worked examples. Finally, the book considers techniques for evaluating prediction models and offers two case studies that describe specific data analytics projects through each phase of development, from formulating the business problem to implementation of the analytics solution. The book, informed by the authors' many years of teaching machine learning, and working on predictive data analytics projects, is suitable for use by undergraduates in computer science, engineering, mathematics, or statistics; by graduate students in disciplines with applications for predictive data analytics; and as a reference for professionals.


WHO Classification of Tumours of the Central Nervous System, Revised.4 Ed

Автор: Louis, D.N.,
Название: WHO Classification of Tumours of the Central Nervous System, Revised.4 Ed
ISBN: 9283244923 ISBN-13(EAN): 9789283244929
Издательство: WHO Press
Цена: 155180.00 T
Наличие на складе: Невозможна поставка.
Описание: WHO Classification of Tumours of the Central Nervous System is the revised fourth edition of the WHO series on histological and genetic typing of human tumors. This authoritative, concise reference book provides an international standard for oncologists and pathologists and will serve as an indispensable guide for use in the design of studies monitoring response to therapy and clinical outcome.

Diagnostic criteria, pathological features, and associated genetic alterations are described in a disease-oriented manner. Sections on all recognized neoplasms and their variants include new ICD-O codes, epidemiology, clinical features, macroscopy, pathology, genetics, and prognosis and predictive factors. The book, prepared by 122 authors from 19 countries, contains more than 800 color images and tables, and more than 2800 references.

This book is in the series commonly referred to as the "Blue Book" series.


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