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Titlebook: Industrial Applications of Holonic and Multi-Agent Systems; 9th International Co Vladimír Mařík,Petr Kadera,Ismail Khalil Conference procee

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Contribution to the Theory of Uncertain Systems AlliancesBasic concepts and ideas of uncertain systems alliances are briefly overviewed. Then the strength of the alliance joints is analyzed via medium mutual information measure. This approach can help to estimate the value/importance of respective bonds within the alliance, which is important in alliances with significant uncertainty.
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Plan Executor MES: Manufacturing Execution System Combined with a Planner for Industry 4.0 Productioan vary not only during maintenance process of the production systems, but also at runtime. Manufacturing recipes and assignments to production resources can no longer be hard-coded in automation and control systems, but the production has to be planned and scheduled dynamically with regards to the
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Multi-agent Supply Planning Methods Allowing the Real-Time Performance of the Supply Network Managemnetworks, considering the manual plan corrections by the users. Several practical situations and planning system use cases are considered. The paper proposes several methods that allow the increase of the data processing speed in practical cases. The methods include parallel data processing, dynamic
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Operationalization of a Machine Learning and Fuzzy Inference-Based Defect Prediction Case Study in a but not limited to scheduling, production, maintenance, process, and quality. This development necessarily proceeds in a logical sequence by which first the organization develops the capability to capture and store this data and, at best concurrently but frequently lagging, develops and refines the
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Semi-automatic Tool for Ontology Learning Tasks and therefore a manual integration difficult or even impossible. We proposed an ontology learning procedure combining information acquisition from structured resources, such as WordNet or DBpedia, and unstructured resources using text mining techniques based on an evaluation of lexico-syntactic pat
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