Radu Tudor Ionescu's Books

Knowledge Transfer between Computer Vision and Text Mining

Similarity-based Learning Approaches

By: Radu Tudor Ionescu,Marius Popescu

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Knowledge Transfer between Computer Vision and Text Mining

Similarity-based Learning Approaches

By: Radu Tudor Ionescu,Marius Popescu

This ground-breaking text/reference diverges from the traditional view that computer vision (for image analysis) and string processing (for text mining) are separate and unrelated fields of study, propounding that images and text can be treated in a similar manner for the purposes of information retrieval, extraction and classification. Highlighting the benefits of knowledge transfer between the two disciplines, the text presents a range of novel similarity-based learning (SBL) techniques founded on this approach. Topics and features: describes a variety of SBL approaches, including nearest neighbor models, local learning, kernel methods, and clustering algorithms; presents a nearest neighbor model based on a novel dissimilarity for images; discusses a novel kernel for (visual) word histograms, as well as several kernels based on a pyramid representation; introduces an approach based on string kernels for native language identification; contains links for downloading relevant open source code.

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Page Count

265

Publisher

Springer

Published Date

ISBN 10

3319303678

ISBN 13

9783319303673

Universality and Emergent Computation in Cellular Neural Networks

By: Radu Dogaru

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Universality and Emergent Computation in Cellular Neural Networks

By: Radu Dogaru

Cellular computing is a natural information processing paradigm, capable of modeling various biological, physical and social phenomena, as well as other kinds of complex adaptive systems. The programming of a cellular computer is in many respects similar to the genetic evolution in biology, the result being a proper cell design and a task-specific gene.How should one ?program? the cell of a cellular computer such that a dynamic behavior with computational relevance will emerge? What are the ?rules? for designing a computationally universal and efficient cell?The answers to those questions can be found in this book. It introduces the relatively new paradigm of the cellular neural network from an original perspective and provides the reader with the guidelines for understanding how such cellular computers can be ?programmed? and designed optimally. The book contains numerous practical examples and software simulators, allowing readers to experiment with the various phases of designing cellular computers by themselves.

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Page Count

262

Publisher

World Scientific

Published Date

ISBN 10

9812381023

ISBN 13

9789812381026

Knowledge Transfer between Computer Vision and Text Mining

Similarity-based Learning Approaches

By: Radu Tudor Ionescu,Marius Popescu

Write a review Read reviews Take a Quiz Solve Book Puzzle

Knowledge Transfer between Computer Vision and Text Mining

Similarity-based Learning Approaches

By: Radu Tudor Ionescu,Marius Popescu

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

265

Publisher

Springer

Published Date

ISBN 10

3319303678

ISBN 13

9783319303673

Book's by Radu Tudor Ionescu

Knowledge Transfer between Computer Vision and Text Mining

Knowledge Transfer between Computer Vision and Text Mining

Universality and Emergent Computation in Cellular Neural Networks

Universality and Emergent Computation in Cellular Neural Networks

Knowledge Transfer between Computer Vision and Text Mining

Knowledge Transfer between Computer Vision and Text Mining

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