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Machine Learning: Modeling Data Locally and Globally (Advanced Topics in Science and Technology in China)
Machine Learning: Modeling Data Locally and Globally (Advanced Topics in Science and Technology in China)
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...
Semantic Grid: Model, Methodology, and Applications (Advanced Topics in Science and Technology in China)
Semantic Grid: Model, Methodology, and Applications (Advanced Topics in Science and Technology in China)

Semantic Grid: Model, Methodology, and Applications introduces to the science, core technologies, and killer applications. First, scientific issues of semantic grid systems are covered, followed by two basic technical issues, data-level semantic mapping, and service-level semantic interoperating. Two killer applications are then introduced to...

An Approach to Modelling Software Evolution Processes
An Approach to Modelling Software Evolution Processes
An Approach to Modelling Software Evolution Processes describes formal software processes that effectively support software evolution. The importance and popularity of software evolution increase as more and more successful software systems become legacy systems. For one thing, software evolution has become an important characteristic in...
Computational Intelligence Paradigms: Innovative Applications (Studies in Computational Intelligence)
Computational Intelligence Paradigms: Innovative Applications (Studies in Computational Intelligence)
System designers are faced with a large set of data which has to be analysed and processed efficiently. Advanced computational intelligence paradigms present tremendous advantages by offering capabilities such as learning, generalisation and robustness. These capabilities help in designing complex systems which are intelligent and robust.

The...

Transdisciplinary Digital Art: Sound, Vision and the New Screen (Communications in Computer and Information Science)
Transdisciplinary Digital Art: Sound, Vision and the New Screen (Communications in Computer and Information Science)
This volume collects selected papers from the past two instances of Digital Art Weeks (Zurich, Switzerland) and Interactive Futures (Victoria, BC, Canada), two parallel festivals of digital media art. The work represented in Transdisciplinary Digital Art is a confirmation of the vitality and breadth of the digital arts. Collecting essays that...
Fundamental Numerical Methods for Electrical Engineering (Lecture Notes in Electrical Engineering)
Fundamental Numerical Methods for Electrical Engineering (Lecture Notes in Electrical Engineering)
Stormy development of electronic computation techniques (computer systems and software), observed during the last decades, has made possible automation of data processing in many important human activity areas, such as science, technology, economics and labor organization. In a broadly understood technology area, this development led to separation...
Security Engineering for Service-Oriented Architectures
Security Engineering for Service-Oriented Architectures
While their basic principles and ideas are well understood and cogent from a conceptual perspective, the realization of interorganizational workflows and applications based on service-oriented architectures (SOAs) remains a complex task, and, especially when it comes to security, the implementation is still bound to low-level technical knowledge...
Ada 2005 Rationale: The Language, The Standard Libraries (Lecture Notes in Computer Science)
Ada 2005 Rationale: The Language, The Standard Libraries (Lecture Notes in Computer Science)
Ada 2005 is the latest version of the International Standard for the programming language Ada. Formally, it is an Amendment of ISO/IEC 8652:1995 (E) rather than a completely new standard. The primary goals for the new version were to enhance its capabilities particularly in those areas where its reliability and predictability are of great value....
Adaptive Multimedia Retrieval: Retrieval, User, and Semantics: 5th International Workshop, AMR 2007
Adaptive Multimedia Retrieval: Retrieval, User, and Semantics: 5th International Workshop, AMR 2007

This book is a selection of the revised contributions that were initially submitted to the International Workshop on Adaptive Multimedia Retrieval (AMR 2007). The workshop was organized at the University Pierre and Marie Curie in Paris, France, during July 5–6, 2007.

The goal of the AMR workshops is to intensify the exchange...

Design and Analysis of Learning Classifier Systems: A Probabilistic Approach (Studies in Computational Intelligence)
Design and Analysis of Learning Classifier Systems: A Probabilistic Approach (Studies in Computational Intelligence)
This book provides a comprehensive introduction to the design and analysis of Learning Classifier Systems (LCS) from the perspective of machine learning. LCS are a family of methods for handling unsupervised learning, supervised learning and sequential decision tasks by decomposing larger problem spaces into easy-to-handle subproblems. Contrary to...
Artificial Neural Networks for the Modelling and Fault Diagnosis of Technical Processes (Lecture Notes in Control and Information Sciences)
Artificial Neural Networks for the Modelling and Fault Diagnosis of Technical Processes (Lecture Notes in Control and Information Sciences)
The book is mainly focused on investigating the properties of locally recurrent neural networks, developing training procedures for them and their application to the modelling and fault diagnosis of non-linear dynamic processes and plants.

The material included in the monograph results from research that has been carried out at the Institute of...

Algebraic Methodology and Software Technology: 12th International Conference, AMAST 2008 Urbana, IL, USA, July 28-31, 2008, Proceedings (Lecture Notes in Computer Science)
Algebraic Methodology and Software Technology: 12th International Conference, AMAST 2008 Urbana, IL, USA, July 28-31, 2008, Proceedings (Lecture Notes in Computer Science)
This book constitutes the refereed proceedings of the 12th International Conference on Algebraic Methodology and Software Technology, AMAST 2008, held in Urbana, IL, USA, in July 2008.

The 28 revised full papers presented together with 3 invited talks were carefully reviewed and selected from 58 submissions. Among the topics covered are all...

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