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Recommender Systems Handbook
This second edition of a well-received text, with 20 new chapters, presents a coherent and unified repository of recommender systems’ major concepts, theories, methodologies, trends, and challenges. A variety of real-world applications and detailed case studies are included. In addition to wholesale revision of the existing chapters, this edition includes new topics including: decision making…
- Edition
- -
- ISBN/ISSN
- 978-1-4899-7637-6
- Collation
- -
- Series Title
- -
- Call Number
- 006.3
Recommender Systems Handbook
This second edition of a well-received text, with 20 new chapters, presents a coherent and unified repository of recommender systems’ major concepts, theories, methodologies, trends, and challenges. A variety of real-world applications and detailed case studies are included. In addition to wholesale revision of the existing chapters, this edition includes new topics including: decision making…
- Edition
- -
- ISBN/ISSN
- 978-1-4899-7637-6
- Collation
- -
- Series Title
- -
- Call Number
- 006.3
Allergy Bioinformatics
The book introduces the bioinformatics resources and tools available for the study of allergenicity. Allergy symptoms affect more than 25% of the population in industrialized countries. At the same time, biotechnology is a rapidly developing field, which often involves the introduction of potentially allergenic novel proteins into drugs or foods. It is essential to avoid transferring a gene tha…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-94-017-7444-4
- Collation
- XII, 251
- Series Title
- Translational Bioinformatics
- Call Number
- 616.97 ALL a
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…
- Edition
- -
- ISBN/ISSN
- 978-1-4471-6735-8
- 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 p…
- Edition
- -
- ISBN/ISSN
- 978-3-319-23528-8
- 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
- -
- 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
- -
- ISBN/ISSN
- 978-3-319-23461-8
- Collation
- -
- Series Title
- -
- Call Number
- -
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…
- Edition
- -
- ISBN/ISSN
- 978-3-319-11086-8
- Collation
- XIII, 337
- Series Title
- -
- 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…
- Edition
- -
- ISBN/ISSN
- 978-3-319-17220-0
- Collation
- -
- Series Title
- -
- Call Number
- -
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
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