Deliverables Documents, reports (15) Initial Description of KnowlEdge Repository describe the development and the functionalities of projects repository Final evaluation KPIs Evaluation methodology and KPIs Evolutionary Requirement Engineering and Innovations [Initial/Updated/Final] this report describes the requirements analysis all stakeholder requirements functional and nonfunctional Initial Business models and requirements the deliverable presents a first version of the results of the stakeholders business requirements and models analyses for AI implementation Vision, Specifications and System Architecture [Initial/Updated/Final] a public report documenting the requirements and architecture specifications Technical review (Interim management report) Interim management report for the reviewers without the financial part otherwise required for management reports issued at the end of reporting periods Market Radar and Technology Adaptations [Initial/Updated/Final] this report describes the evolving landscape of AI technologies related with the industry and manufacturing sector Data management plan specifies how research data are handled during and after a research project Pilot Evaluation methodology and implementation plan Implementation and management plan Project Manual (quality assurance and risk assessment) helps the Consortium with quality assurance and identification of relevant quality standards and best practices and means to achieve them and supports the implementation of internal quality checks User need specification and scenario definition [Initial/Updated/Final] this report describes the knowlEdge scenarios based on the analysis of user needs As part of the iterative methodology the report is updated twice Dissemination Roadmap & Activities this deliverable provide the projects dissemination activities Exploitation Strategy & IPR Management The deliverable describes how to facilitate the acceptance and utilisation by the market of the developed solutions First report on dissemination activities First report on dissemination activities Initial Data Management and Data Quality modules this deliverable will contain the initial work done in task T32 In particular will describe the initial approach architecture and structure of the data quality and management modules Other (3) Initial knowlEdge website this deliverable provide a brief description of the initial projects website and is functionalities Full knowledge website this deliverable provide a brief description of the full project website and is functionalities Initial site-wide data collection and integration toolkit provides the overview of the results produced in T31 This deliverable lists the data models protocols and planned architecture of the components to be developed Publications Conference proceedings (10) AI impacts on the performance in supply chains Author(s): Stefan Walter Published in: The 34th Annual NOFOMA Conference June 8 – 10, 2022 - Reykjavík, Iceland, 2022 Publisher: The Nordic Logistics Research Network (NOFOMA) The role of artificial intelligence in sustainable supply chains Author(s): Stefan Walter Published in: 32nd European Conference on Operational Research, EURO 2022 - Abstract book, 2022, Page(s) 92-92 Publisher: EURO - Association of European Operational Research Societies The AI challenge in cognitive production system Author(s): Stefan Walter Published in: Sosiologipäivät 2021: The Annual Conference of the Westermarck Society 2021 - Hybrid, Helsinki, Finland - Abstract book, 2021, Page(s) 16-17 Publisher: The Westermarck Society Production Scheduling Optimization enabled by Digital Cognitive Platform Author(s): Georgiadis, K., Nizamis, A., Vafeiadis, T., Ioannidis, D., & Tzovaras, D. Published in: International Conference on Industry Science and Computer Sciences Innovation, 2022 Publisher: Elsevier DOI: 10.1016/j.procs.2022.08.052 Evaluating the Lottery Ticket Hypothesis to Sparsify Neural Networks for Time Series Classification Author(s): Schlake, Georg Stefan; Hüwel, Jan David; Berns, Fabian; Beecks, Christian Published in: IEEE International Conference on Data Engineering (ICDE) Workshops, 2022 Publisher: IEEE DOI: 10.1109/icdew55742.2022.00015 LOGIC: Probabilistic Machine Learning for Time Series Classification Author(s): Berns, Fabian; Hüwel, Jan David; Beecks, Christian Published in: IEEE International Conference on Data Mining, 2021 Publisher: IEEE DOI: 10.1109/icdm51629.2021.00113 Towards Industry 5.0 – A Trustworthy AI Framework for Digital Manufacturing with Humans in Control Towards Industry 5.0 Author(s): Wajid, U., Nizamis, A., & Anaya, V. Published in: I-ESA’22 Interoperability for Enterprise Systems and Applications - Workshop: AI beyond efficiency instructions for the workshop, 2022 Publisher: CEUR Workshop Proceedings Agile-Cognitive Production Systems: Social Impacts and Modifications Author(s): Stefan Walter Published in: IV ISA Forum of Sociology: Challenges of the 21st Century: Democracy, Environment, Inequalities, Intersectionality - Virtual, Porto Alegre, Brazil - Abstract book, 2021, Page(s) 610-611 Publisher: International Sociological Association Automated Kernel Search for Gaussian Processes on Data Streams Author(s): Hüwel, Jan David; Berns, Fabian; Beecks, Christian Published in: IEEE International Conference on Big Data, 2021 Publisher: IEEE DOI: 10.1109/bigdata52589.2021.9671767 Local Gaussian Process Model Inference Classification for Time Series Data Author(s): Berns, Fabian; Strueber, Joschka Hannes; Beecks, Christian Published in: International Conference on Scientific and Statistical Database Management, 2021 Publisher: IEEE DOI: 10.1145/3468791.3468839 Peer reviewed articles (1) Automated Model Inference for Gaussian Processes: An Overview of State-of-the-Art Methods and Algorithms Author(s): Fabian Berns; Jan Hüwel; Christian Beecks Published in: SN Computer Science, 2022, ISSN 2661-8907 Publisher: Springer DOI: 10.1007/s42979-022-01186-x Searching for OpenAIRE data... 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