Algorithms in Ambient Intelligence

1. Front Matter

   Pages i-xviii

   PDF

2. Algorithms in Ambient Intelligence

   1. Algorithms in Ambient Intelligence

      • Emile Aarts, Jan Korst, Wim F. J. Verhaegh

      Pages 1-19

3. User Interaction

   1. Front Matter

      Pages 21-21

      PDF

   2. Multimodality and Ambient Intelligence

      • Anton Nijholt

      Pages 23-53

   3. From Stereotypes to Personal Profiles Via Viewer Feedback

      • Srinivas Gutta, Kaushal Kurapati, David Schaffer

      Pages 55-69

   4. Cubyhum: Algorithms for Query by Humming

      • Steffen Pauws

      Pages 71-87

   5. Personalized Multimedia Summarization

      • Lalitha Agnihotri, Nevenka Dimitrova

      Pages 89-111

   6. Features for Audio Classification

      • Jeroen Breebaart, Martin F. McKinney

      Pages 113-129

   7. Information Retrieval in the Audio Domain

      • Matthew Harris, Jan Kneissler, Frank Thiele

      Pages 131-150

   8. Approaches in Machine Learning

      • Jan van Leeuwen

      Pages 151-166

   9. Machine Learning for Ambient Intelligence: Boosting in Automatic Speech Recognition

      • Carsten Meyer, Peter Beyerlein

      Pages 167-183

   10. Exchange Clustering and Em Algorithm for Phrase Classification in Telephony Applications

       • Sven C. Martin

       Pages 185-197

4. System Interaction

   1. Front Matter

      Pages 199-199

      PDF

   2. Algorithms for Audio and Video Fingerprinting

      • Job Oostveen, Jaap Haitsma, Ton Kalker

      Pages 201-219

   3. Near Video-On-Demand with Limited Client Bandwidth and Distributed Servers

      • Wim F. J. Verhaegh, Ronald Rietman, Jan Korst

      Pages 221-237

   4. Methods to Optimally Trade Bandwidth Against Buffer Size for a VBR Stream

      • Edgar den Boef, Emile Aarts, Jan Korst, Wim F. J. Verhaegh

      Pages 239-258

   5. Dynamic Control of Scalable Media Processing Applications

      • Clemens C. Wüst, Wim F. J. Verhaegh

      Pages 259-276

   6. Saving Energy in Portable Multimedia Storage

      • Jan Korst, Joep van Gassel, Ruud Wijnands

      Pages 277-290

   7. Storage of VBR Video Content on a Multi-Zone Recording Disk Based on Resource Usage

      • Verus Pronk

      Pages 291-310

   8. Test Resource Management and Scheduling for Modular Manufacturing Test of SOCs

      • Sandeep Kumar Goel, Erik Jan Marinissen

      Pages 311-336

The advent of the digital era, the Internet, and the development of fast com­ puting devices that can access mass storage servers at high communication bandwidths have brought within our reach the world of ambient intelligent systems. These systems provide users with information, communication, and entertainment at any desired place and time. Since its introduction in 1998, the vision of Ambient Intelligence has attracted much attention within the re­ search community. Especially, the need for intelligence generated by smart al­ gorithms, which run on digital platforms that are integrated into consumer elec­ tronics devices, has strengthened the interest in Computational Intelligence. This newly developing research field, which can be positioned at the inter­ section of computer science, discrete mathematics, and artificial intelligence, contains a large variety of interesting topics including machine learning, con­ tent management, vision, speech, data mining, content augmentation, profiling, contextual awareness, feature extraction, resource management, security, and privacy.

• Audio
• Fingerprinting
• algorithms
• ambient intelligence
• artificial intelligence
• computer science
• intelligence
• learning
• machine learning
• mathematics
• multimedia
• music retrieval
• scheduling
• speech recognition
• video

• Philips Research Laboratories Eindhoven, Eindhoven, The Netherlands

  Wim F. J. Verhaegh, Emile Aarts, Jan Korst

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