Vision list 27

Pattern Recognition and Machine Learning

by Y. Anzai
Language: English
Release Date: December 2, 2012

This is the first text to provide a unified and self-contained introduction to visual pattern recognition and machine learning. It is useful as a general introduction to artifical intelligence and knowledge engineering, and no previous knowledge of pattern recognition or machine learning is necessary....

Kernel Methods for Pattern Analysis

by John Shawe-Taylor, Nello Cristianini
Language: English
Release Date: June 28, 2004

Kernel methods provide a powerful and unified framework for pattern discovery, motivating algorithms that can act on general types of data (e.g. strings, vectors or text) and look for general types of relations (e.g. rankings, classifications, regressions, clusters). The application areas range from...

Bayesian Reasoning and Machine Learning

by David Barber
Language: English
Release Date: February 2, 2012

Machine learning methods extract value from vast data sets quickly and with modest resources. They are established tools in a wide range of industrial applications, including search engines, DNA sequencing, stock market analysis, and robot locomotion, and their use is spreading rapidly. People who...

Trends in Functional Programming 6

by
Language: English
Release Date: June 1, 2005

Volume 6. This book presents latest research developments in the area of functional programming. The contributions in this volume cover a wide range of topics from theory, formal aspects of functional programming, transformational and generic programming to type checking and designing new classes...

Scientific Visualization

Uncertainty, Multifield, Biomedical, and Scalable Visualization

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Language: English
Release Date: September 18, 2014

Based on the seminar that took place in Dagstuhl, Germany in June 2011, this contributed volume studies the four important topics within the scientific visualization field: uncertainty visualization, multifield visualization, biomedical visualization and scalable visualization. • Uncertainty...

Virtual Reality and Augmented Reality

14th EuroVR International Conference, EuroVR 2017, Laval, France, December 12–14, 2017, Proceedings

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Language: English
Release Date: December 6, 2017

This book constitutes the refereed proceedings of the 14th International Conference on Virtual Reality and Augmented Reality, EuroVR 2017, held in Laval, France, in December 2017. The 10 full papers and 2 short papers presented were carefully reviewed and selected from 36 submissions. The papers...

Deep Learning with TensorFlow

by Giancarlo Zaccone, Md. Rezaul Karim, Ahmed Menshawy
Language: English
Release Date: April 24, 2017

Delve into neural networks, implement deep learning algorithms, and explore layers of data abstraction with the help of this comprehensive TensorFlow guide About This Book Learn how to implement advanced techniques in deep learning with Google's brainchild, TensorFlow Explore deep neural networks...

Getting Started with TensorFlow

by Giancarlo Zaccone
Language: English
Release Date: July 29, 2016

Get up and running with the latest numerical computing library by Google and dive deeper into your data! About This Book Get the first book on the market that shows you the key aspects TensorFlow, how it works, and how to use it for the second generation of machine learning Want to perform faster...

Advances in Applied Self-Organizing Systems

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Language: English
Release Date: July 8, 2014

How do we design a self-organizing system? Is it possible to validate and control non-deterministic dynamics? What is the right balance between the emergent patterns that bring robustness, adaptability and scalability, and the traditional need for verification and validation of the outcomes? The...

Image and Graphics

9th International Conference, ICIG 2017, Shanghai, China, September 13-15, 2017, Revised Selected Papers, Part II

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Language: English
Release Date: December 29, 2017

This three-volume set LNCS 10666, 10667, and 10668 constitutes the refereed conference proceedings of the 9thInternational Conference on Image and Graphics, ICIG 2017, held in Shanghai, China, in September 2017. The 172 full papers were selected from 370 submissions and focus on advances of theory,...

Reproducible Research in Pattern Recognition

First International Workshop, RRPR 2016, Cancún, Mexico, December 4, 2016, Revised Selected Papers

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Language: English
Release Date: April 4, 2017

This book constitutes the thoroughly refereed post-proceedings of the First International Workshop on Reproducible Research in Pattern Recognition, RRPR 2016, held in Cancún, Mexico, in December 2016. The 12 revised full papers, among them 2 invited talks, presented were carefully reviewed...

Neural Information Processing

22nd International Conference, ICONIP 2015, November 9-12, 2015, Proceedings, Part IV

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Language: English
Release Date: November 17, 2015

The four volume set LNCS 9489, LNCS 9490, LNCS 9491, and LNCS 9492 constitutes the proceedings of the 22nd International Conference on Neural Information Processing, ICONIP 2015, held in Istanbul, Turkey, in November 2015. The 231 full papers presented were carefully reviewed and selected from...

Mastering Text Mining with R

by Ashish Kumar, Avinash Paul
Language: English
Release Date: December 29, 2016

Master text-taming techniques and build effective text-processing applications with R About This Book Develop all the relevant skills for building text-mining apps with R with this easy-to-follow guide Gain in-depth understanding of the text mining process with lucid implementation in the R language Example-rich...

Gaze Interaction and Applications of Eye Tracking

Advances in Assistive Technologies

by Päivi Majaranta, Hirotaka Aoki, Mick Donegan
Language: English
Release Date: October 31, 2011