Internet-scale pattern recognition: new
β Anna Hudaya Muhammad Amin, Asad Khan, Benny Nasution
π Library
π
2013
π CRC Press
π English
β¦ LIBER β¦
π
Internet-Scale Pattern Recognition: New Techniques for Voluminous Data Sets and Data Clouds
β Scribed by Anang Muhamad Amin (Author); Asad Khan (Author); Benny Nasution (Author)
- Publisher
- Chapman and Hall/CRC
- Year
- 2012
- Leaves
- 196
- Edition
- 1
- Category
- Library
β¬ Acquire This Volume
No coin nor oath required. For personal study only.
β¦ Synopsis
For machine intelligence applications to work successfully, machines must perform reliably under variations of data and must be able to keep up with data streams. Internet-Scale Pattern Recognition: New Techniques for Voluminous Data Sets and Data Clouds unveils computational models that address performance and scalability to achieve higher levels
β¦ Table of Contents
I Recognition: A New Perspective: Introduction. Distributed Approach for Pattern Recognition. II Evolution of Internet-Scale Recognition: One-Shot Learning Considerations. Hierarchical Model for Pattern Recognition. Recognition via a Divide-and-Distribute Approach. III Systems and Tools: Internet-Scale Applications Development. IV Implementations and Applications: Multi-Feature Classifications for Complex Data. Pattern Recognition within Coarse-Grained Networks. Event Detection within Fine-Grained Networks. Recognition: The Future and Beyond. Bibliography.
β¦ Subjects
Computer Science;Databases;Data Preparation & Mining;Information & Communication Technology (ICT);Internet & Multimedia;Engineering & Technology;Systems & Control Engineering;Machine Learning
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