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Constructive Neural Networks
This book presents a collection of invited works that consider constructive methods for neural networks, taken primarily from papers presented at a special th session held during the 18 International Conference on Artificial Neural Networks (ICANN 2008) in September 2008 in Prague, Czech Republic. The book is devoted to constructive neural networks and other incremental learning algorithms that constitute an alternative to the standard method of finding a correct neural architecture by trial-and-error. These algorithms provide an incremental way of building neural networks with reduced topologies for classification problems. Furthermore, these techniques produce not only the multilayer topol...
Advances in Intelligent Information Systems
Intelligent Information Systems (IIS) can be defined as the next generation of Information Systems (IS) developed as a result of integration of AI and database (DB) technologies. IIS embody knowledge that allows them to exhibit intelligent behavior, allows them to cooperate with users and other systems in problem solving, discovery, retrieval, and manipulation of data and knowledge. For any IIS to serve its purpose, the information must be available when it is needed. This means that the computing systems used to store data and process the information, and the security controls used to protect it must be functioning correctly. This book covers some of the above topics and it is divided into four sections: Classification, Approximation and Data Security, Knowledge Management, and Application of IIS to medical and music domains.
Brain-Inspired Information Technology
"Brain-inspired information technology" is one of key concepts for the development of information technology in the next generation. Explosive progress of computer technology has been continuing based on a simple principle called "if-then rule". This means that the programmer of software have to direct every action of the computer programs in response to various inputs. There inherently is a limitation of complexity because we human have a limited capacity for managing complex systems. Actually, many bugs, mistakes of programming, exist in computer software, and it is quite difficult to extinguish them. The parts of computer programs where computer viruses attack are also a kind of programmi...
Evolutionary Algorithms and Chaotic Systems
This book discusses the mutual intersection of two fields of research: evolutionary computation, which can handle tasks such as control of various chaotic systems, and deterministic chaos, which is investigated as a behavioral part of evolutionary algorithms.
War and Peace In The Sudan
First Published in 2003. Nearly half a century ago the first flares of Sudan's civil war were enkindled. Today, as the world enters a new century and a new millennium, Sudan's civil war has degenerated into an inferno of carnage and destruction. Sudan's war, however, is no different from wars elsewhere; it is an entangled political, cultural and social weave with equally intricate international ramifications. This volume charts Sudanese’s history of conflict.
Advances in Neural Networks -- ISNN 2010
This book and its sister volume collect refereed papers presented at the 7th Inter- tional Symposium on Neural Networks (ISNN 2010), held in Shanghai, China, June 6-9, 2010. Building on the success of the previous six successive ISNN symposiums, ISNN has become a well-established series of popular and high-quality conferences on neural computation and its applications. ISNN aims at providing a platform for scientists, researchers, engineers, as well as students to gather together to present and discuss the latest progresses in neural networks, and applications in diverse areas. Nowadays, the field of neural networks has been fostered far beyond the traditional artificial neural networks. Thi...
Judging International Human Rights
This book attempts to establish how courts of general jurisdiction differ from specialized human rights courts in their approach to the implementation and development of international human rights. Why do courts of general jurisdiction face particular problems in relation to the application of international human rights law and why, in other cases, are they better placed than specialized human rights courts to act as guardians of international human rights? At the international level, this volume focusses on the International Court of Justice and courts of regional economic integration organizations in Europe, Latin America and Africa. With regard to the judicial implementation of international human rights and human rights decisions at the domestic level, the contributions analyze the requirements set by human rights treaties and offer a series of country studies on the practice of domestic courts in Europe, the Americas, Africa and Asia. This book follows up on research undertaken by the International Human Rights Law Committee of the International Law Association. It includes the final Committee report as well as contributions by committee members and external experts.
