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Data Science: Innovative Developments in Data Analysis and Clustering (Studies in Classification, Data Analysis, and Knowledge Organization)
Data Science: Innovative Developments in Data Analysis and Clustering (Studies in Classification, Data Analysis, and Knowledge Organization)

This edited volume on the latest advances in data science covers a wide range of topics in the context of data analysis and classification. In particular, it includes contributions on classification methods for high-dimensional data, clustering methods, multivariate statistical methods, and various applications. The book gathers a selection...

AD HOC NETWORKS: Technologies and Protocols
AD HOC NETWORKS: Technologies and Protocols
Wireless mobile networks and devices are becoming increasingly popular as
they provide users access to information and communication anytime and anywhere.
Conventional wireless mobile communications are usually supported
by a wired fixed infrastructure. A mobile device would use a single-hop wireless
radio communication to
...
Foundations and Novel Approaches in Data Mining (Studies in Computational Intelligence)
Foundations and Novel Approaches in Data Mining (Studies in Computational Intelligence)
Data-mining has become a popular research topic in recent years for the treatment of the "data rich and information poor" syndrome. Currently, application oriented engineers are only concerned with their immediate problems, which results in an ad hoc method of problem solving. Researchers, on the other hand, lack an understanding of the...
CUDA Fortran for Scientists and Engineers: Best Practices for Efficient CUDA Fortran Programming
CUDA Fortran for Scientists and Engineers: Best Practices for Efficient CUDA Fortran Programming

CUDA Fortran for Scientists and Engineers shows how high-performance application developers can leverage the power of GPUs using Fortran, the familiar language of scientific computing and supercomputer performance benchmarking. The authors presume no prior parallel computing experience, and cover the basics along with best practices...

Encyclopedia of Machine Learning
Encyclopedia of Machine Learning

This comprehensive encyclopedia, with over 250 entries in an A-Z format, provides easy access to relevant information for those seeking entry into any aspect within the broad field of machine learning. Most entries in this preeminent work include useful literature references.

Topics for the Encyclopedia of Machine Learning...

Peer-to-Peer : Harnessing the Power of Disruptive Technologies
Peer-to-Peer : Harnessing the Power of Disruptive Technologies

The term "peer-to-peer" has come to be applied to networks that expect end users to contribute their own files, computing time, or other resources to some shared project. Even more interesting than the systems' technical underpinnings are their socially disruptive potential: in various ways they return content, choice, and...

Ontology Matching
Ontology Matching

Ontologies tend to be found everywhere. They are viewed as the silver bullet for many applications, such as database integration, peer-to-peer systems, e-commerce, semantic web services, or social networks. However, in open or evolving systems, such as the semantic web, different parties would, in general, adopt different ontologies. Thus,...

Computer Networks (5th Edition)
Computer Networks (5th Edition)

This book is now in its fifth edition. Each edition has corresponded to a different phase in the way computer networks were used. When the first edition appeared in 1980, networks were an academic curiosity. When the second edition appeared in 1988, networks were used by universities and large businesses. When the third edition appeared in...

Topology-based Methods in Visualization (Mathematics and Visualization)
Topology-based Methods in Visualization (Mathematics and Visualization)
Enabling insight into large and complex datasets is a prevalent theme in visualization research for which different approaches are pursued.

Topology-based methods are built on the idea of abstracting characteristic structures such as the topological skeleton from the data and to construct the visualizations accordingly. There are currently new...

Queueing Networks and Markov Chains: Modeling and Performance Evaluation with Computer Science Applications
Queueing Networks and Markov Chains: Modeling and Performance Evaluation with Computer Science Applications
Critically acclaimed text for computer performance analysis—now in its second edition

The Second Edition of this now-classic text provides a current and thorough treatment of queueing systems, queueing networks, continuous and discrete-time Markov chains, and simulation. Thoroughly updated with...

Legitimate Applications of Peer-to-Peer Networks
Legitimate Applications of Peer-to-Peer Networks
Peer-to-peer computing has gained a lot of prominence and publicity in the past years. Several start-up companies offer software packages that can be used for building peer-to-peer overlay networks for applications such as file sharing and music swapping. However, the legal and ethical questions associated with swapping copyrighted material on the...
Computer Networks, Fourth Edition
Computer Networks, Fourth Edition

The world's leading introduction to networking-fully updated for tomorrow's key technologies.

Computer Networks, Fourth Edition is the ideal introduction to today's networks-and tomorrow's. This classic best seller has been thoroughly updated to reflect the newest and...

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