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Organic Computing: Doctoral Dissrtation Colloquim 2016
| データ種別 | 電子ブック |
|---|---|
| 出版者 | [Place of publication not identified] : Kassel University Press GmbH |
| 出版年 | 2017 |
| 本文言語 | 英語 |
| 大きさ | 1 online resource |
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| 資料種別 | 機械可読データファイル |
|---|---|
| 内容注記 | Front Cover; Series Title; Title Page; Imprint; Preface Sven Tomforde / Bernhard Sick; References; Invited Keynote: "What" and "Where" in Images and Videos Rolf P. Würtz; Contents; List of Contributors; Part I Organic Computing; 1 Spotlight on Organic Computing Sven Tomforde, Bernhard Sick, and Christian Müller-Schloer; Introduction; Term Definition; Self-Properties of Organic Systems; A Brief History of Organic Computing; Outlook: Organic Computing Development Options; Conclusion; References; Part II Contributions from the OC-DDC 2 Evolutionary Online Learning in Organic Computing Systems Anthony Stein2.1 Introduction; 2.2 Challenges of Learning in Organic Computing Systems; 2.2.1 Challenge I: Imbalanced Data and Knowledge Gaps; 2.2.2 Research Gap: Evolutionary Online Machine Learning from Imbalanced Data; 2.3 Evolutionary Machine Learning: State of the Art; 2.4 XCS: A Reference EML Technique; 2.5 Current and Future Research Activities; 2.6 Conclusion; References; 3 Pals: Interactive Pool-based Active Learning System with Uncertain Oracles Adriana Calma; 3.1 Introduction; 3.2 Related Work 3.3 Theoretical Foundations3.3.1 Pool-Based Active Learning; 3.3.2 Dedicated Collaborative Interactive Learning; 3.4 Pals; 3.4.1 Intentions Overview; 3.4.2 GUI Prototype; 3.5 Conclusion and Outlook; References; 4 Probabilistic Obsoleteness Detection for Gaussian Mixture Models Christian Gruhl; 4.1 Introduction; 4.2 RelatedWork and Foundations; 4.2.1 Gaussian Mixtures; 4.3 Detection; 4.3.1 Obsoleteness Detection with Goodness-of-Fit Testing; 4.3.2 Degrees of Freedom; 4.3.3 Random Sampling; 4.3.4 Moving Average; 4.3.5 Parameters; 4.4 Experimental Evaluation; 4.4.1 Evaluation; 4.4.2 Result 4.5 ConclusionReferences; 5 Developing Robust Autonomous Open Distributed Systems using Guided Self-Organisation Jan Kantert; 5.1 Introduction; 5.2 Application Scenario; 5.2.1 Agent Goal; 5.2.2 Worker and Submitter Component; 5.2.3 Open Systems and Benevolence; 5.2.4 Trust and Norms; 5.2.5 Agent Types; 5.3 Related and PreviousWork; 5.3.1 Norms; 5.3.2 Normative Multi-Agent Systems; 5.4 Negative Emergent Behaviour; 5.4.1 Trust Breakdown; 5.4.2 Overload Situations; 5.5 Guided Self-Organisation; 5.5.1 Observation; 5.5.2 Control; 5.6 Conclusion; References 6 Mutual Influences in Organic Computing Systems Stefan Rudolph6.1 Introduction; 6.2 Mutual Influences; 6.2.1 System Model; 6.2.2 Measurement; 6.3 Research Plan; 6.3.1 Taxonomy; 6.3.2 Mutual Influence Detection; 6.3.3 Further Aspects of Mutual Influence Detection; 6.3.4 Self-organised Control; 6.4 Case Studies; 6.4.1 Smart Camera Networks; 6.4.2 Smart Factories; 6.5 RelatedWork; 6.6 Conclusion; References; 7 Cooperative Intention Detection of Vulnerable Road Users Maarten Bieshaar; 7.1 Introduction; 7.2 RelatedWork and Foundations |
| 一般注記 | Open Access Vendor-supplied metadata |
| 著者標目 | *Tomforde, Sven. Sick, Bernhard. |
| 件 名 | LCSH:Electronic books BSH:Electronic books LCSH:Autonomic computing BISACSH:COMPUTERS -- Computer Literacy 全ての件名で検索 BISACSH:COMPUTERS -- Computer Science 全ての件名で検索 BISACSH:COMPUTERS -- Data Processing 全ての件名で検索 BISACSH:COMPUTERS -- Hardware -- General 全ての件名で検索 BISACSH:COMPUTERS -- Information Technology 全ての件名で検索 BISACSH:COMPUTERS -- Machine Theory 全ての件名で検索 BISACSH:COMPUTERS -- Reference 全ての件名で検索 FREE:Autonomic computing |
| 分 類 | DC:004 |
| 書誌ID | ED00003728 |
| ISBN | 9783737603010 |