Description / Table of Contents:
Intro -- Inhaltsverzeichnis -- Introduction -- Zusammenfassung. -- Resilient and Sustainable AI. Positioning paper on the relation of AI, resilience and sustainability -- Abstract. -- 1 Introduction -- 2 What is AI? -- 3 What is Resilience? -- 4 What is Sustainability? -- 5 Sustainability and Resilience -- 6 AI and Resilience -- 7 Sustainability and AI -- 8 Conclusion: On the relation of AI, resilience and sustainability -- References -- Digital transformation of organizations or processes through AI -- Developing a Human-centred AI-based System to Assist Sorting Laundry -- 1 Introduction -- 1.1 Problem -- 1.2 Objective and Solution Approach -- 2 Related Work -- 2.1 Developing a Human-centred AI in an Industrial Setting -- 2.2 Laundry Classification -- 3 Methods -- 3.1 Experimental Setup (AreaScan) -- 3.2 AI in Image Processing -- 3.3 Active Learning -- 3.4 Explainable AI -- 4 Results -- 4.1 Segmentation -- 4.2 Classification -- 4.3 Explainable AI -- 4.4 Output of the System -- 5 Discussion -- 6 Conclusion -- References -- AI-Powered Knowledge and Expertise Mining in Healthcare from a Field Experiment -- Abstract. -- 1 Introduction -- 2 Theoretical Background and Current State of the Art -- 3 Methodology -- 4 Enhanced ADR and Field Experiment -- 5 Exploration of Expert Knowledge Using CRISP-DM -- 5.1 Understanding of the Use Case -- 5.2 Data Understanding -- 5.3 Data Preparation -- 5.4 Modelling -- 5.5 Evaluation -- 6 Conclusion and Outlook -- References -- Iterative Development of a Process-Oriented Approach for the Selection of Platform-Based Digital Services -- Abstract. -- 1 Introduction -- 2 Theoretical Background -- 2.1 Digital Platform Ecosystems -- 2.2 Methods of Process-Centred Software Development -- 2.3 Documentation of Process Knowledge -- 3 Methodology -- 4 Approach for the Selection of Relevant Services.
Type of Medium:
Online Resource
Pages:
1 online resource (158 pages)
Edition:
1st ed.
ISBN:
9783658437053
Series Statement:
Informatik Aktuell Series
URL:
https://ebookcentral.proquest.com/lib/kxp/detail.action?docID=31323982
Language:
German
Note:
Description based on publisher supplied metadata and other sources
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