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Efficiency and scalability methods for computational intellect[electronic resource] /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
杜威分類號:	006.3
書名/作者:	Efficiency and scalability methods for computational intellect/ Boris Igelnik and Jacek M. Zurada, editors.
其他作者:	Igelnik, Boris,
出版者:	Hershey, Pa. : : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA),, c2013.
面頁冊數:	1 online resource (308 p.) : : ill.
標題:	Computational intelligence - Simulation methods.
標題:	Machine learning - Mathematical models.
ISBN:	9781466639430 (ebook)
ISBN:	9781466639423 (hbk.)
書目註:	Includes bibliographical references.
內容註:	Up-to-date feature selection methods for scalable and efficient machine learning / Amparo Alonso-Betanzos ... [et al.] -- Online machine learning / Oscar Fontenla-Romero ... [et al.] -- Uncertainty in concept hierarchies for generalization in data mining / Theresa Beaubouef, Frederick Petry -- Efficiency and scalability methods in cancer detection problems / Inna Stainvas, Alexandra Manevitch -- The Kolmogorov spline network for authentication data embedding in images / Pierre-Emmanuel Leni, Yohan D. Fougerolle, Frederic Truchetet -- Real-time fuzzy logic-based hybrid robot path-planning strategies for a dynamic environment / Napoleon H. Reyes ... [et al.] -- Evolutionary optimization of artificial neural networks for prosthetic knee control / George Thomas ... [et al.] -- Techniques to model and derive a cyber-attacker's intelligence / Peter J. Hawrylak ... [et al.] -- A scalable approach to network traffic classification for computer network defense using parallel neural network classifier architectures / Bereket M. Hambebo, Marco Carvalho, Fredric M. Ham -- Biogeography-based optimization for large scale combinatorial problems / Dawei Du, Dan Simon -- Kolmogorov superpositions: a new computational algorithm / David Sprecher -- Evaluating scalability of neural configurations in combined classifier and attention models / Tsvi Achler -- Numerical version of the non-uniform method for finding point estimates of uncertain scaling constants / Natalia D. Nikolova, Kiril I. Tenekedjiev -- Widely linear estimation with geometric algebra / Tohru Nitta.
摘要、提要註:	"This book presents various theories and methods for approaching the problem of modeling and simulating intellect in order to target computation efficiency and scalability of proposed methods"--Provided by publisher.
電子資源:	http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-4666-3942-3

Efficiency and scalability methods for computational intellect[electronic resource] /
Efficiency and scalability methods for computational intellect[electronic resource] /Boris Igelnik and Jacek M. Zurada, editors. - Hershey, Pa. :IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA),c2013. - 1 online resource (308 p.) :ill.

Includes bibliographical references.

Up-to-date feature selection methods for scalable and efficient machine learning / Amparo Alonso-Betanzos ... [et al.] -- Online machine learning / Oscar Fontenla-Romero ... [et al.] -- Uncertainty in concept hierarchies for generalization in data mining / Theresa Beaubouef, Frederick Petry -- Efficiency and scalability methods in cancer detection problems / Inna Stainvas, Alexandra Manevitch -- The Kolmogorov spline network for authentication data embedding in images / Pierre-Emmanuel Leni, Yohan D. Fougerolle, Frederic Truchetet -- Real-time fuzzy logic-based hybrid robot path-planning strategies for a dynamic environment / Napoleon H. Reyes ... [et al.] -- Evolutionary optimization of artificial neural networks for prosthetic knee control / George Thomas ... [et al.] -- Techniques to model and derive a cyber-attacker's intelligence / Peter J. Hawrylak ... [et al.] -- A scalable approach to network traffic classification for computer network defense using parallel neural network classifier architectures / Bereket M. Hambebo, Marco Carvalho, Fredric M. Ham -- Biogeography-based optimization for large scale combinatorial problems / Dawei Du, Dan Simon -- Kolmogorov superpositions: a new computational algorithm / David Sprecher -- Evaluating scalability of neural configurations in combined classifier and attention models / Tsvi Achler -- Numerical version of the non-uniform method for finding point estimates of uncertain scaling constants / Natalia D. Nikolova, Kiril I. Tenekedjiev -- Widely linear estimation with geometric algebra / Tohru Nitta.

Restricted to subscribers or individual electronic text purchasers.

"This book presents various theories and methods for approaching the problem of modeling and simulating intellect in order to target computation efficiency and scalability of proposed methods"--Provided by publisher.

Mode of access: World Wide Web.

ISBN: 9781466639430 (ebook)

LCCN: 2012051535Subjects--Topical Terms:

571071
Computational intelligence
--Simulation methods.

LC Class. No.: Q342 / .E36 2013e

Dewey Class. No.: 006.3

Efficiency and scalability methods for computational intellect[electronic resource] /
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020 $a 9781466639423 (hbk.)
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245 0 0 $a Efficiency and scalability methods for computational intellect $h [electronic resource] / $c Boris Igelnik and Jacek M. Zurada, editors.
260 $a Hershey, Pa. : $b IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), $c c2013.
300 $a 1 online resource (308 p.) : $b ill.
504 $a Includes bibliographical references.
505 0 $a Up-to-date feature selection methods for scalable and efficient machine learning / Amparo Alonso-Betanzos ... [et al.] -- Online machine learning / Oscar Fontenla-Romero ... [et al.] -- Uncertainty in concept hierarchies for generalization in data mining / Theresa Beaubouef, Frederick Petry -- Efficiency and scalability methods in cancer detection problems / Inna Stainvas, Alexandra Manevitch -- The Kolmogorov spline network for authentication data embedding in images / Pierre-Emmanuel Leni, Yohan D. Fougerolle, Frederic Truchetet -- Real-time fuzzy logic-based hybrid robot path-planning strategies for a dynamic environment / Napoleon H. Reyes ... [et al.] -- Evolutionary optimization of artificial neural networks for prosthetic knee control / George Thomas ... [et al.] -- Techniques to model and derive a cyber-attacker's intelligence / Peter J. Hawrylak ... [et al.] -- A scalable approach to network traffic classification for computer network defense using parallel neural network classifier architectures / Bereket M. Hambebo, Marco Carvalho, Fredric M. Ham -- Biogeography-based optimization for large scale combinatorial problems / Dawei Du, Dan Simon -- Kolmogorov superpositions: a new computational algorithm / David Sprecher -- Evaluating scalability of neural configurations in combined classifier and attention models / Tsvi Achler -- Numerical version of the non-uniform method for finding point estimates of uncertain scaling constants / Natalia D. Nikolova, Kiril I. Tenekedjiev -- Widely linear estimation with geometric algebra / Tohru Nitta.
506 $a Restricted to subscribers or individual electronic text purchasers.
520 3 $a "This book presents various theories and methods for approaching the problem of modeling and simulating intellect in order to target computation efficiency and scalability of proposed methods"--Provided by publisher.
530 $a Also available in print.
538 $a Mode of access: World Wide Web.
650 0 $a Computational intelligence $x Simulation methods. $3 571071
650 0 $a Machine learning $x Mathematical models. $3 571072
700 1 $a Igelnik, Boris, $d 1940- $3 571070
700 1 $a Zurada, Jacek M. $3 399726
856 4 1 $3 Chapter PDFs via platform: $u http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-4666-3942-3