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Automatic Design of Decision-Tree Induction Algorithms
Presents a detailed study of the major design components that constitute a top-down decision-tree induction algorithm, including aspects such as split criteria, stopping criteria, pruning and the approaches for dealing with missing values. Whereas the strategy still employed nowadays is to use a 'generic' decision-tree induction algorithm regardless of the data, the authors argue on the benefit…
- Edition
- -
- ISBN/ISSN
- 978-3-319-14231-9
- Collation
- XII, 176
- Series Title
- -
- Call Number
- 006.312
Euro-Par 2015: Parallel Processing Workshops Euro-Par 2015 International Wor…
This book constitutes the thoroughly refereed post-conference proceedings of 12 workshops held at the 21st International Conference on Parallel and Distributed Computing, Euro-Par 2015, in Vienna, Austria, in August 2015. The 67 revised full papers presented were carefully reviewed and selected from 121 submissions. The volume includes papers from the following workshops: BigDataCloud: 4th W…
- Edition
- -
- ISBN/ISSN
- 978-3-319-27308-2
- Collation
- 323 illustrations in colour
- Series Title
- -
- Call Number
- -
Recent Advances in Information and Communication Technology 2015
This book presents recent research work and results in the area of communication and information technologies. The book includes the main results of the 11th International Conference on Computing and Information Technology (IC2IT) held during July 2nd-3rd, 2015 in Bangkok, Thailand. The book is divided into the two main parts Data Mining and Machine Learning as well as Data Network …
- Edition
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- ISBN/ISSN
- 978-3-319-19024-2
- Collation
- -
- Series Title
- -
- Call Number
- 006.3
Topological and Statistical Methods for Complex Data
This book contains papers presented at the Workshop on the Analysis of Large-scale, High-Dimensional, and Multi-Variate Data Using Topology and Statistics, held in Le Barp, France, June 2013. It features the work of some of the most prominent and recognized leaders in the field who examine challenges as well as detail solutions to the analysis of extreme scale data. The book presents new metho…
- Edition
- 1
- ISBN/ISSN
- 978-3-662-44900-4
- Collation
- XV, 297
- Series Title
- Mathematics and Visualization
- Call Number
- -
Real-Time Visual Effects for Game Programming
This book introduces the latest visual effects (VFX) techniques that can be applied to game programming. The usefulness of the physicality-based VFX techniques, such as water, fire, smoke, and wind, has been proven through active involvement and utilization in movies and images. However, they have yet to be extensively applied in the game industry, due to the high technical barriers. Readers of…
- Edition
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- ISBN/ISSN
- 978-981-287-487-0
- Collation
- -
- Series Title
- -
- Call Number
- 006.3
AI*IA 2015 Advances in Artificial Intelligence: XIVth International Conferenc…
This book constitutes the refereed proceedings of the 14th International Conference of the Italian Association for Artificial Intelligence, A*IA 2015, held in Ferrara, Italy, in September 2015. The 35 full papers presented were carefully reviewed and selected from 44 submissions. The papers are organized in topical sections on swarm intelligence and genetic algorithms; computer vision; multi…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-24309-2
- Collation
- XIV, 480
- Series Title
- Lecture Notes in Computer Science
- Call Number
- 005.642 ART a
AI 2015: Advances in Artificial Intelligence: 28th Australasian Joint Confere…
This book constitutes the refereed proceedings of the 28th Australasian Joint Conference on Artificial Intelligence, AI 2015, held in Canberra, Australia, in November/December 2015. The 39 full papers and 18 short papers presented were carefully reviewed and selected from 102 submissions.
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-26350-2
- Collation
- XVII, 652
- Series Title
- Lecture Notes in Computer Science
- Call Number
- 005.642 ART a
Real World Data Mining Applications
Data mining applications range from commercial to social domains, with novel applications appearing swiftly; for example, within the context of social networks. The expanding application sphere and social reach of advanced data mining raise pertinent issues of privacy and security. Present-day data mining is a progressive multidisciplinary endeavor. This inter- and multidisciplinary approach is…
- Edition
- -
- ISBN/ISSN
- 978-3-319-07812-0
- Collation
- -
- Series Title
- -
- Call Number
- 004
Introducing SQLite for Mobile Developers
This brief book is an introduction to SQLite for both iOS and Android developers. The book includes an optional introduction to SQL, a discussion of when to use SQLite, and chapters devoted to using SQLite with the most likely programming languages and then goes through adding a simple database to an Android or iOS app and finally a chapter on managing the app’s life cycle. What You Will L…
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- ISBN/ISSN
- 978-1-4842-1766-5
- Collation
- -
- Series Title
- -
- Call Number
- -
Introducing SQL Server
Introducing SQL Server is a fast and easy introduction to SQL Server and the world of relational databases. You’ll learn how databases work and how to use the T-SQL language by practicing on one of the most widely-used and powerful database engines in the corporate world: Microsoft SQL Server. Do you quake at the sight of a SELECT statement? Start to shiver when people start talking about …
- Edition
- -
- ISBN/ISSN
- 978-1-4842-1419-0
- Collation
- -
- Series Title
- -
- Call Number
- -
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