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This book focuses on Least Squares Support Vector Machines (LS-SVMs) which are reformulations to standard SVMs. LS-SVMs are closely related to regularization networks and Gaussian processes but additionally emphasize and exploit primal-dual interpretations from optimization theory. The authors explain the natural links between LS-SVM classifiers and kernel Fisher discriminant analysis. Bayesian inference of LS-SVM models is discussed, together with methods for imposing sparseness and employing robust statistics.The framework is further extended towards unsupervised learning by considering PCA analysis and its kernel version as a one-class modelling problem. This leads to new primal-dual support vector machine formulations for kernel PCA and kernel CCA analysis. Furthermore, LS-SVM formulations are given for recurrent networks and control. In general, support vector machines may pose heavy computational challenges for large data sets. For this purpose, a method of fixed size LS-SVM is proposed where the estimation is done in the primal space in relation to a Nystr�m sampling with active selection of support vectors. The methods are illustrated with several examples.

• Sales Rank: #3544805 in Books
• Brand: Brand: World Scientific Publishing Company
• Published on: 2002-11-14
• Original language: English
• Number of items: 1
• Dimensions: 9.48" h x .84" w x 6.52" l, 1.23 pounds
• Binding: Hardcover
• 308 pages

Features

• Used Book in Good Condition

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0 of 0 people found the following review helpful.
Almost what I needed ...
By Peter F.
I am using LS-SVMlab software toolbox and this book is helpful to understand the background. This book is NOT the tutorial I am searching for. Unfortunately, neither is the User's Guide. I'm looking for a detailed tutorial on NARX time series implementation. Still, this book is helpful.

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• Published on: 2001-04-15
• Binding: Paperback

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[Z672.Ebook] PDF Download The Concise Book of Dry Needling: A Practitioner's Guide to Myofascial Trigger Point Applications, by John Sharkey

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A major development in the safe and effective treatment of myofascial trigger points and myofascial pain, this book is a concise, comprehensive, and well-illustrated reference on dry needling. John Sharkey—an international authority on myofascial trigger points, myofascial pain, myofascial trigger point dry needling, and neuromuscular therapy as well as an accredited clinical anatomist—draws on his thirty years of experience in bodywork and movement therapy to provide accurate and essential criteria for the identification and subsequent treatment of myofascial trigger points through the exclusive use of a fine, filiform needle. The ideal accompaniment to course notes and the perfect tableside reference guide, this book describes the origin, etiology, and pathophysiology of the myofascial trigger point as well as indications and contraindications for myofascial trigger point dry needling. Instructive illustrations support the text, along with standards and guidelines that ensure safe, effective, and appropriate application.

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• Sales Rank: #291642 in Books
• Published on: 2017-01-24
• Released on: 2017-01-24
• Original language: English
• Dimensions: 10.40" h x .60" w x 8.30" l, .81 pounds
• Binding: Paperback
• 264 pages

About the Author
JOHN SHARKEY is a clinical anatomist and exercise physiologist of more than thirty years. He is director of Ireland's National Training Center, and the Irish College of Osteopathic Medicine. John is a member of the editorial team for the Journal of Bodywork and Movement Therapies, a reviewer for the International Journal of Osteopathic Medicine and the International Journal of Therapeutic Massage and Bodywork. An accepted and recognized authority and researcher in clinical anatomy, human movement, and manual medicine, Sharkey is a popular international presenter and keynote speaker.

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The most complete, up-to-date reference to landscape architecture.

New edition: More examples, more technical content, more illustrations.

Software tools, Clean Water Act changes, and more

New technologies, new regulations, new opportunities.

The most complete, up-to-date reference to landscape architecture.

Since it was first published, Landscape Architecture Construction has been the most useful guide and reference of its kind. This eagerly anticipated Third Edition has been completely revised to reflect every critical change in landscape construction, especially the dramatic changes in technology that have revolutionized the field. It also offers updated guidelines and techniques for compliance with the Clean Water Act, Americans with Disabilities Act, NPDES, ISTEA, and other key federal legislation.

Up-to-the-minute coverage includes:

• New introductory material for beginning practitioners and students.
• Details of new construction materials and methods for transportation systems, landscaping, and Segmental Retaining Wall (SWR) systems.
• New site measurement, layout, and construction drawing techniques.
• Enhanced coverage of contour construction and earthwork calculations.
• Detailed drainage techniques: site hydrology tools, erosion control, and more.
• All-new chapters on lighting, fountains, and water features.

This brand-new edition combines a thorough primer on construction theory with practical, field-tested solutions for all the landscaping projects you're likely to encounter. It contains more step-by-step procedures, more tables, more equations-plus new, computer-generated illustrations from start to finish. Whether you're a landscape professional, civil engineer, or student, Landscape Architecture Construction, Third Edition will be the most valuable landscaping reference you own.

• Sales Rank: #969279 in Books
• Published on: 1998-09-19
• Ingredients: Example Ingredients
• Original language: English
• Number of items: 1
• Dimensions: 10.90" h x 1.00" w x 8.20" l, 2.15 pounds
• Binding: Paperback
• 410 pages

From the Back Cover
The most complete, up-to-date reference to landscape architecture. New edition: More examples, more technical content, more illustrations. Software tools, Clean Water Act changes, and more New technologies, new regulations, new opportunities. The most complete, up-to-date reference to landscape architecture. Since it was first published, "Landscape Architecture Construction" has been the most useful guide and reference of its kind. This eagerly anticipated Third Edition has been completely revised to reflect every critical change in landscape construction, especially the dramatic changes in technology that have revolutionized the field. It also offers updated guidelines and techniques for compliance with the Clean Water Act, Americans with Disabilities Act, NPDES, ISTEA, and other key federal legislation. Up-to-the-minute coverage includes:

• New introductory material for beginning practitioners and students.
• Details of new construction materials and methods for transportation systems, landscaping, and Segmental Retaining Wall (SWR) systems.
• New site measurement, layout, and construction drawing techniques.
• Enhanced coverage of contour construction and earthwork calculations.
• Detailed drainage techniques: site hydrology tools, erosion control, and more.
• All-new chapters on lighting, fountains, and water features.

This brand-new edition combines a thorough primer on construction theory with practical, field-tested solutions for all the landscaping projects you're likely to encounter. It contains more step-by-step procedures, more tables, more equations-plus new, computer-generated illustrations from start to finish. Whether you're a landscape professional, civil engineer, or student, "Landscape Architecture Construction," Third Edition will be the most valuable landscaping reference you own.

About the Author

HARLOW C. LANDPHAIR is Professor of Landscape Architecture at Texas A&M University and author of Site Reconnaissance and Engineering (Prentice Hall, 1985). He holds a Doctor of Environmental Design (DED) from Texas A&M and is also a Research Scientist and head of the Environmental Management Program for the Texas Transportation Institute at Texas A&M. His current research is in erosion control materials and in methods and design implementation technology.

Most helpful customer reviews

3 of 3 people found the following review helpful.
Don't buy it new!
By E. Nelson
It is unbelievable that this book is $80. I agree with the other reviewers that this book falls short of what a professional reference should be, and the typos are plentiful. For the money, Time Saver Standards is a much better buy.

Unfortunately, there are not a lot of other good options for a construction reference at the time being, so if you run across a cheaper copy of this book it still might be worth picking up. Though none of the topics are treated with great depth, it does manage to get the ideas across and could be helpful for someone just entering the profession or needing a general refresher.

This book is just a very basic overview of construction, and other supplemental references about the topics covered would definitely be a must.

14 of 14 people found the following review helpful.
Poor Execution
By - seeking higher standards
Without a doubt, this is the worst edited publication I have ever read. While the information contained in this book is valuable, the editorial missteps and omissions are maddeningly distracting. Some examples include sentences that don't finish with periods, formulas with typos, poorly reproduced graphics, mathematical errors (in the examples!), objects omitted from sentences, and a contour map that requires a mirror to decipher (figure 3-5). As a teaching tool, this text inspires confussion and frustration rather than delivering clarity and instruction. A 4th edition might correct the many errors, but this edition is far too expensive for it's lack of professionalism.

3 of 3 people found the following review helpful.
The only one of its kind, unfortunately
By M. James
I know one of the authors; he was actually a professor of mine before he retired. I know that he knows his stuff, so I'm praying that this mess of a book is the fault of the publisher.

The typos alone make this text incomprehensible. Add to that illegible diagrams and a complete disorganization between text and headings, and you end up with headaches from just trying to read this silly thing. Unfortunately, this text is the only one of its kind, as far as I can tell.

This book is meant as a comprehensive landscape architecture construction text for students and professionals and covers everything from grading to irrigation to structural load, although not deeply enough to be your only reference.

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