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Artificial Neural Networks

A Practical Course

by Ivan Nunes da Silva, Danilo Hernane Spatti, Rogerio Andrade Flauzino, Luisa Helena Bartocci Liboni, Silas Franco dos Reis Alves ...

Series series Engineering (R0)
This book provides comprehensive coverage of neural networks, their evolution, their structure, the problems they can solve, and their applications. The first half of the book looks at theoretical investigations on artificial neural networks and addresses the key architectures that are capable of implementation in various application scenarios. The second half is designed specifically for the ... Read more

$80.99 USD

This book provides comprehensive coverage of neural networks, their evolution, their structure, the problems they can solve, and their applications. The first half of the book looks at theoretical investigations on artificial neural networks and addresses the key architectures that are capable of implementation in various application scenarios. The second half is designed specifically for the
... Read more

Multimedia Processing, Communication and Computing Applications

Proceedings of the First International Conference, ICMCCA, 13-15 December 2012

Edited by Punitha P. Swamy, Devanur S. Guru ...

Series series Springer Nature Proceedings excluding Computer Science
ICMCCA 2012 is the first International Conference on Multimedia Processing, Communication and Computing Applications and the theme of the Conference is chosen as ‘Multimedia Processing and its Applications’. Multimedia processing has been an active research area contributing in many frontiers of today’s science and technology. This book presents peer-reviewed quality papers on multimedia ... Read more

$188.09 USD

ICMCCA 2012 is the first International Conference on Multimedia Processing, Communication and Computing Applications and the theme of the Conference is chosen as ‘Multimedia Processing and its Applications’. Multimedia processing has been an active research area contributing in many frontiers of today’s science and technology. This book presents peer-reviewed quality papers on multimedia
... Read more
Heterogeneous Information Network Analysis and Applications

by Chuan Shi, Philip S. Yu ...

Series series Computer Science (R0)
This book offers researchers an understanding of the fundamental issues and a good starting point to work on this rapidly expanding field. It provides a comprehensive survey of current developments of heterogeneous information network. It also presents the newest research in applications of heterogeneous information networks to similarity search, ranking, clustering, recommendation.This ... Read more

$134.09 USD

This book offers researchers an understanding of the fundamental issues and a good starting point to work on this rapidly expanding field. It provides a comprehensive survey of current developments of heterogeneous information network. It also presents the newest research in applications of heterogeneous information networks to similarity search, ranking, clustering, recommendation.This
... Read more
Data Analytics for Traditional Chinese Medicine Research

Edited by Josiah Poon, Simon K. Poon ...

Series series Computer Science (R0)
This contributed volume explores how data mining, machine learning, and similar statistical techniques can analyze the types of problems arising from Traditional Chinese Medicine (TCM) research. The book focuses on the study of clinical data and the analysis of herbal data. Challenges addressed include diagnosis, prescription analysis, ingredient discoveries, network based mechanism deciphering, ... Read more

$89.09 USD

This contributed volume explores how data mining, machine learning, and similar statistical techniques can analyze the types of problems arising from Traditional Chinese Medicine (TCM) research. The book focuses on the study of clinical data and the analysis of herbal data. Challenges addressed include diagnosis, prescription analysis, ingredient discoveries, network based mechanism deciphering,
... Read more
Unsupervised Learning Algorithms

Edited by M. Emre Celebi, Kemal Aydin ...

Series series Engineering (R0)
This book summarizes the state-of-the-art in unsupervised learning. The contributors discuss how with the proliferation of massive amounts of unlabeled data, unsupervised learning algorithms, which can automatically discover interesting and useful patterns in such data, have gained popularity among researchers and practitioners. The authors outline how these algorithms have found numerous ... Read more

$98.09 USD

This book summarizes the state-of-the-art in unsupervised learning. The contributors discuss how with the proliferation of massive amounts of unlabeled data, unsupervised learning algorithms, which can automatically discover interesting and useful patterns in such data, have gained popularity among researchers and practitioners. The authors outline how these algorithms have found numerous
... Read more
Compression Schemes for Mining Large Datasets

A Machine Learning Perspective

by T. Ravindra Babu, M. Narasimha Murty, S.V. Subrahmanya ...

Series series Computer Science (R0)
This book addresses the challenges of data abstraction generation using a least number of database scans, compressing data through novel lossy and non-lossy schemes, and carrying out clustering and classification directly in the compressed domain. Schemes are presented which are shown to be efficient both in terms of space and time, while simultaneously providing the same or better classification ... Read more

$49.49 USD

This book addresses the challenges of data abstraction generation using a least number of database scans, compressing data through novel lossy and non-lossy schemes, and carrying out clustering and classification directly in the compressed domain. Schemes are presented which are shown to be efficient both in terms of space and time, while simultaneously providing the same or better classification
... Read more
Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

21st Iberoamerican Congress, CIARP 2016, Lima, Peru, November 8–11, 2016, Proceedings

Edited by César Beltrán-Castañón, Ingela Nyström, Fazel Famili ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed post-conference proceedings of the 21st Iberoamerican Congress on Pattern Recognition, CIARP 2016, held in Lima, Peru, in November 2016.The 69 papers presented were carefully reviewed and selected from 131 submissions. The papers feature research results in the areas of pattern recognition, biometrics, image processing, computer vision, speech recognition, and ... Read more

$49.49 USD

This book constitutes the refereed post-conference proceedings of the 21st Iberoamerican Congress on Pattern Recognition, CIARP 2016, held in Lima, Peru, in November 2016.The 69 papers presented were carefully reviewed and selected from 131 submissions. The papers feature research results in the areas of pattern recognition, biometrics, image processing, computer vision, speech recognition, and
... Read more
Statistical Language and Speech Processing

5th International Conference, SLSP 2017, Le Mans, France, October 23–25, 2017, Proceedings

Edited by Nathalie Camelin, Yannick Estève, Carlos Martín-Vide ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 5th InternationalConference on Statistical Language and Speech Processing, SLSP 2017,held in Le Mans, France, in October 2017.The 21 full papers presented were carefully reviewed and selected from39 submissions. The papers cover topics such as anaphora and conferenceresolution; authorship identification, plagiarism and spam filtering;computer ... Read more

$49.49 USD

This book constitutes the refereed proceedings of the 5th InternationalConference on Statistical Language and Speech Processing, SLSP 2017,held in Le Mans, France, in October 2017.The 21 full papers presented were carefully reviewed and selected from39 submissions. The papers cover topics such as anaphora and conferenceresolution; authorship identification, plagiarism and spam filtering;computer
... Read more
Spatio-Temporal Databases

Complex Motion Pattern Queries

by Marcos R. Vieira, Vassilis J. Tsotras ...

Series series Computer Science (R0)
This brief presents several new query processing techniques, called complex motion pattern queries, specifically designed for very large spatio-temporal databases of moving objects. The brief begins with the definition of flexible pattern queries, which are powerful because of the integration of variables and motion patterns. This is followed by a summary of the expressive power of patterns and ... Read more

$49.49 USD

This brief presents several new query processing techniques, called complex motion pattern queries, specifically designed for very large spatio-temporal databases of moving objects. The brief begins with the definition of flexible pattern queries, which are powerful because of the integration of variables and motion patterns. This is followed by a summary of the expressive power of patterns and
... Read more
Process Mining Techniques in Business Environments

Theoretical Aspects, Algorithms, Techniques and Open Challenges in Process Mining

by Andrea Burattin ...

Series series Computer Science (R0)
After a brief presentation of the state of the art of process-mining techniques, Andrea Burratin proposes different scenarios for the deployment of process-mining projects, and in particular a characterization of companies in terms of their process awareness. The approaches proposed in this book belong to two different computational paradigms: first to classic "batch process mining," and second to ... Read more

$58.49 USD

After a brief presentation of the state of the art of process-mining techniques, Andrea Burratin proposes different scenarios for the deployment of process-mining projects, and in particular a characterization of companies in terms of their process awareness. The approaches proposed in this book belong to two different computational paradigms: first to classic "batch process mining," and second to
... Read more
Pattern Recognition

9th Mexican Conference, MCPR 2017, Huatulco, Mexico, June 21-24, 2017, Proceedings

Edited by Jesús Ariel Carrasco-Ochoa, José Francisco Martínez-Trinidad, José Arturo Olvera-López ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 9th Mexican Conference on Pattern Recognition, MCPR 2017, held in Huatulco, Mexico, in June 2017.The 29 revised full papers presented were carefully reviewed and selected from 55 submissions. The papers are organized in topical sections on pattern recognition and artificial intelligence techniques, image processing and analysis, robotics and ... Read more

$49.49 USD

This book constitutes the refereed proceedings of the 9th Mexican Conference on Pattern Recognition, MCPR 2017, held in Huatulco, Mexico, in June 2017.The 29 revised full papers presented were carefully reviewed and selected from 55 submissions. The papers are organized in topical sections on pattern recognition and artificial intelligence techniques, image processing and analysis, robotics and
... Read more
Machine Learning and Knowledge Discovery in Databases

European Conference, ECML PKDD 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part II

Edited by Paolo Frasconi, Niels Landwehr, Giuseppe Manco, Jilles Vreeken ...

Series Book 2 - Springer Nature Proceedings Computer Science
The three volume set LNAI 9851, LNAI 9852, and LNAI 9853 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2016, held in Riva del Garda, Italy, in September 2016. The 123 full papers and 16 short papers presented were carefully reviewed and selected from a total of 460 submissions. The papers presented focus on ... Read more

$89.09 USD

The three volume set LNAI 9851, LNAI 9852, and LNAI 9853 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2016, held in Riva del Garda, Italy, in September 2016. The 123 full papers and 16 short papers presented were carefully reviewed and selected from a total of 460 submissions. The papers presented focus on
... Read more

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Multimedia Processing, Communication and Computing Applications

Heterogeneous Information Network Analysis and Applications

Data Analytics for Traditional Chinese Medicine Research

Unsupervised Learning Algorithms

Compression Schemes for Mining Large Datasets

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

Statistical Language and Speech Processing

Spatio-Temporal Databases

Process Mining Techniques in Business Environments

Pattern Recognition

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