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Machine Learning: Modeling Data Locally and Globally (Advanced Topics in Science and Technology in China)

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Machine Learning - Modeling Data Locally and Globally presents a novel and unified theory that tries to seamlessly integrate different algorithms. Specifically, the book distinguishes the inner nature of machine learning algorithms as either "local learning"or "global learning."This theory not only connects previous machine learning methods, or serves as roadmap in various models, but – more importantly – it also motivates a theory that can learn from data both locally and globally. This would help the researchers gain a deeper insight and comprehensive understanding of the techniques in this field. The book reviews current topics,new theories and applications.

Kaizhu Huang was a researcher at the Fujitsu Research and Development Center and is currently a research fellow in the Chinese University of Hong Kong. Haiqin Yang leads the image processing group at HiSilicon Technologies. Irwin King and Michael R. Lyu are professors at the Computer Science and Engineering department of the Chinese University of Hong Kong.

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Algebra and Coalgebra in Computer Science: 4th International Conference, CALCO 2011
Algebra and Coalgebra in Computer Science: 4th International Conference, CALCO 2011

CALCO, the International Conference on Algebra and Coalgebra in Computer Science, is a high-level, bi-annual event formed by joining CMCS (the International Workshop on Coalgebraic Methods in Computer Science) and WADT (the Workshop on Algebraic Development Techniques). CALCO aims to bring together researchers and practitioners with...

Aerodynamics of Wind Turbines
Aerodynamics of Wind Turbines

Aerodynamics of Wind Turbines is the established essential text for the fundamental solutions to efficient wind turbine design. Now in its second edition, it has been entirely updated and substantially extended to reflect advances in technology, research into rotor aerodynamics and the structural response of the wind turbine structure.
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Nanoscience: Nanobiotechnology and Nanobiology
Nanoscience: Nanobiotechnology and Nanobiology

Nanobiotechnology is a rapidly developing field of research. Ever more applications are emerging from all branches of nanobiotechnology in medicine, pharmacy, cosmetics, chemical and agro-industry. The book presents the basics, fundamental results and latest achievements of nanobiotechnological research. It extends as far as promising...


The E-Privacy Imperative : Protect Your Customers' Internet Privacy and Ensure Your Company's Survival in the Electronic Age
The E-Privacy Imperative : Protect Your Customers' Internet Privacy and Ensure Your Company's Survival in the Electronic Age
With their potential for vicious customer backlash and devastating sales drops, Internet privacy infractions--such as selling e-mail lists and personal data or operating an insecure site where credit-card or competitive-pricing information can be stolen--have become deadly serious business concerns.

The E-Privacy Imperative is...

Logic Synthesis for Compositional Microprogram Control Units (Lecture Notes in Electrical Engineering)
Logic Synthesis for Compositional Microprogram Control Units (Lecture Notes in Electrical Engineering)
The control unit is one of the most important parts of any digital system. As a rule, control units have an irregular structure, which makes the processing of their logic circuits design very sophisticated. One possible way to optimise such characteristics as the size or performance of control units is to adapt their structures to the particular...
Crypto Anarchy, Cyberstates, and Pirate Utopias
Crypto Anarchy, Cyberstates, and Pirate Utopias

In Crypto Anarchy, Cyberstates, and Pirate Utopias, Peter Ludlow extends the approach he used so successfully in High Noon on the Electronic Frontier, offering a collection of writings that reflects the eclectic nature of the online world, as well as its tremendous energy and creativity. This time the subject is the emergence...

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