Format:
1 online resource (114 pages)
ISBN:
9783737605151
Series Statement:
Intelligent Embedded Systems v.11
Content:
Front Cover -- title page -- imprint -- Preface -- References -- Invited Keynote -- References -- Contents -- List of Contributors -- Part I Contributions from the OC-DDC -- 1 Autonomic Success Estimation of Teeth Brushing Processes using the Smart iBrush System -- 1.1 Introduction -- 1.2 RelatedWork and Foundations -- 1.3 Approach and acquisition of ground truth -- 1.3.1 Experimental Basis -- 1.3.2 Measurements Preprocessing -- 1.3.3 Feature extraction -- 1.3.4 Feature selection -- 1.3.5 Position classification -- 1.4 Discussion and outlook -- References -- 2 Stream Mining Methods for Prediction on Trajectories of Medical Data -- 2.1 Introduction -- 2.1.1 Contribution -- 2.2 RelatedWork -- 2.3 Research Objectives -- 2.3.1 Objectives -- 2.3.2 Methods -- 2.3.3 Challenges in Detail -- 2.4 Work Programme -- 2.5 Summary -- References -- 3 Where is my Device? Detecting the Smart Device's Wearing Location in the Context of Active Safety for Vulnerable Road Users -- 3.1 Introduction -- 3.1.1 Related Work -- 3.1.2 Main Contributions and Outline -- 3.2 Method -- 3.2.1 Preprocessing and Feature Extraction -- 3.2.2 Moving Detection -- 3.2.3 Wearing Location Classification -- 3.3 Evaluation -- 3.3.1 Data Acquisition -- 3.3.2 Wearing Location Classification -- 3.4 Conclusion and Outlook -- Acknowledgment -- References -- 4 Case Study on Pool-based Active Learning with Human Oracles -- 4.1 Introduction -- 4.2 Motivation - The Problem -- 4.2.1 Pool-based Active Learning -- 4.2.2 Human Oracles -- 4.3 Case Study -- 4.3.1 Labeling System -- 4.3.2 Experimental Setup -- 4.3.3 Results -- 4.4 RelatedWork -- 4.5 Conclusion and Outlook -- References -- 5 k-Resilient Communication Schemes for Self-Organising Systems -- 5.1 Introduction -- 5.2 Example Scenario -- 5.3 Objectives -- 5.4 RelatedWork -- 5.5 Work Packages -- 5.5.1 Security Objectives and Attacker Model (WP1).
Content:
5.5.2 Network Structure Analysis (WP2) -- 5.5.3 Network Simulator Implementation (WP3) -- 5.5.4 Network Connectivity Evaluation of Kademlia (WP4) -- 5.5.5 Storage Resilience Evaluation (WP5) -- 5.5.6 Security Mechanisms with focus on Connectivity Augmentation (WP6) -- 5.6 Conclusion & Future Work -- Acknowledgment -- References -- 6 Enhanced Probabilistic Active Learning Cost-sensitive, Unbalanced, Time-variant, Self-optimising, and Parameter-free -- 6.1 Introduction -- 6.2 RelatedWork -- 6.3 Research Plan -- 6.3.1 Work package 1: Estimating hold-out sample performance for activelearning -- 6.3.2 Work package 2: Deriving a more realistic model of expectedperformance gain -- 6.3.3 Work package 3: Automatically control the number of label acquisitions -- 6.4 Progress Description and Ongoing Research -- 6.5 Future Work -- 6.6 Conclusion -- References -- 7 Self-Organised Integration of Computer Vision Algorithms Organic Face Graph Classification -- 7.1 Introduction -- 7.2 RelatedWork -- 7.2.1 Background -- 7.2.2 Existing System -- 7.3 Target Application and Requirements -- 7.4 Overall Approach -- 7.5 Arbitrary Landmarks -- 7.5.1 Bootstrapping of Feature Descriptors -- 7.6 Self-Organised Learning of Classifiers -- 7.6.1 Autonomous Choice of Features -- 7.6.2 Organic Integration of Algorithms -- 7.7 Conclusion -- References -- Part II Result of the Working Groups -- 8 Interactive Learning Without Ground Truth -- 8.1 Introduction -- 8.2 Scenarios -- 8.3 Research Questions and Methods -- References -- back cover
Note:
Description based on publisher supplied metadata and other sources
Additional Edition:
ISBN 9783737605144
Additional Edition:
Erscheint auch als Druck-Ausgabe ISBN 9783737605144
Language:
English
URL:
Volltext
(lizenzpflichtig)
Author information:
Tomforde, Sven 1978-
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