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Machine Learning for Audio, Image and Video Analysis: Theory and Applications
This second edition focuses on audio, image and video data, the three main types of input that machines deal with when interacting with the real world. A set of appendices provides the reader with self-contained introductions to the mathematical background necessary to read the book. Divided into three main parts, From Perception to Computation introduces methodologies aimed at representing th…
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- ISBN/ISSN
- 978-1-4471-6735-8
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- -
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Machine Learning and Knowledge Discovery in Databases: European Conference, E…
The three volume set LNAI 9284, 9285, and 9286 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2015, held in Porto, Portugal, in September 2015. The 131 papers presented in these proceedings were carefully reviewed and selected from a total of 483 submissions. These include 89 research papers, 11 industrial p…
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- ISBN/ISSN
- 978-3-319-23528-8
- Collation
- -
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- Call Number
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Machine Learning and Knowledge Discovery in Databases: European Conference, E…
The three volume set LNAI 9284, 9285, and 9286 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2015, held in Porto, Portugal, in September 2015. The 131 papers presented in these proceedings were carefully reviewed and selected from a total of 483 submissions. These include 89 research papers, 11 industrial pape…
- Edition
- -
- ISBN/ISSN
- 978-3-319-23525-7
- Collation
- -
- Series Title
- -
- Call Number
- -
Machine Learning and Knowledge Discovery in Databases: European Conference, E…
The three volume set LNAI 9284, 9285, and 9286 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2015, held in Porto, Portugal, in September 2015. The 131 papers presented in these proceedings were carefully reviewed and selected from a total of 483 submissions. These include 89 research papers, 11 industrial pape…
- Edition
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- ISBN/ISSN
- 978-3-319-23461-8
- Collation
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- Series Title
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- Call Number
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The Mathematical Theory of Time-Harmonic Maxwell's Equations
This book gives a concise introduction to the basic techniques needed for the theoretical analysis of the Maxwell Equations, and filters in an elegant way the essential parts, e.g., concerning the various function spaces needed to rigorously investigate the boundary integral equations and variational equations. The book arose from lectures taught by the authors over many years and can be helpf…
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- ISBN/ISSN
- 978-3-319-11086-8
- Collation
- XIII, 337
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- Call Number
- 510
Machine Learning and Data Mining Approaches to Climate Science: Proceedings o…
This book presents innovative work in Climate Informatics, a new field that reflects the application of data mining methods to climate science, and shows where this new and fast growing field is headed. Given its interdisciplinary nature, Climate Informatics offers insights, tools and methods that are increasingly needed in order to understand the climate system, an aspect which in turn has bec…
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- ISBN/ISSN
- 978-3-319-17220-0
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Algorithms, Probability, Networks, and Games: Scientific Papers and Essays De…
This Festschrift volume is published in honor of Professor Paul G. Spirakis on the occasion of his 60th birthday. It celebrates his significant contributions to computer science as an eminent, talented, and influential researcher and most visionary thought leader, with a great talent in inspiring and guiding young researchers. The book is a reflection of his main research activities in the f…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-24024-4
- Collation
- XVI, 409
- Series Title
- Lecture Notes in Computer Science
- Call Number
- 511.8 ALG a
Disciplinary intuitions and the design of learning environments
As children, we would have spilt glasses of milk, dropped things, and broken things. As children, therefore, we would have developed intuitions about how the world?works?, but we would not necessarily have been able to explain these?workings?. It would only have been till we entered formal schooling that we would have learned codifications of canon within each respective discipline, and consequ…
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- ISBN/ISSN
- 9789812871824
- Collation
- 214 pages
- Series Title
- -
- Call Number
- 331.55
Algorithms and Models for the Web Graph: 12th International Workshop, WAW 201…
This book constitutes the proceedings of the 12th International Workshop on Algorithms and Models for the Web Graph, WAW 2015, held in Eindhoven, The Netherlands, in December 2015. The 15 full papers presented in this volume were carefully reviewed and selected from 24 submissions. They are organized in topical sections named: properties of large graph models, dynamic processes on large grap…
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- Ed. 1
- ISBN/ISSN
- 978-3-319-26784-5
- Collation
- VIII, 203
- Series Title
- Lecture Notes in Computer Science
- Call Number
- 511.8 ALG a
Algorithms and Complexity: 9th International Conference, CIAC 2015, Paris, Fr…
This book constitutes the refereed conference proceedings of the 9th International Conference on Algorithms and Complexity, CIAC 2015, held in Paris, France, in May 2015. The 30 revised full papers presented were carefully reviewed and selected from 93 submissions and are presented together with 2 invited papers. The papers present original research in the theory and applications of algorith…
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- Ed. 1
- ISBN/ISSN
- 978-3-319-18173-8
- Collation
- XV, 430
- Series Title
- Lecture Notes in Computer Science
- Call Number
- 511.8 ALG a
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