Advances in Conceptual Modeling: ER 2021 Workshops CoMoNoS, EmpER, CMLS St. John`s, NL, Canada, October 18-21, 2021, Proceedings, Reinhartz-Berger Iris, Sadiq Shazia
This book provides readers with a timely snapshot of modeling and simulation tools, including virtual and mixed-reality environment, for human factors research. It covers applications in healthcare and physical ergonomics, military and transportation systems, industrial monitoring, as well as economics and social sciences. Based on the AHFE 2021 International Conference on Human Factors and Simulation and the AHFE 2021 International Conference on Digital Human Modeling and Applied Optimization, held virtually on 25-29 July, 2021, from USA, the book offers a unique resource for modelling and simulation researchers seeking insights into human factors research and to human factors experts seeking reliable computational tools.
Описание: Conceptual Modeling Meets Artificial Intelligence and Data-Driven Decision Making (CMAI) 2020.- How to Induce Trust in Medical AI Systems.- Towards Automated Support for Conceptual Model Diagnosis and Repair.- Superimposition: Augmenting Machine Learning Outputs with Conceptual Models for Explainable AI.- Evaluating Tree Explanation Methods for Anomaly Reasoning: A Case Study of SHAP TreeExplainer and TreeInterpreter.- Conceptual Modeling for Life Sciences (CMLS) 2020.- The Importance of the Temporal Dimension in Identifying Relevant Genomic Variants: a Case Study.- Towards the Generation of a Species-Independent Conceptual Schema of the Genome.- Conceptual Human Emotion Modeling (HEM).- Towards an Ontology for Tertiary Bioinformatics Research Process.- Using BioPAX-Parser (BiP) to annotate lists of biological entities with pathway data.- Relational Text-type for Biological Sequences.- Conceptual Modeling, Ontologies and (Meta)data Management for Findable, Accessible, Interoperable and Reusable (FAIR) Data (CMOMM4FAIR) 2020.- Mapping the Web Ontology Language to the OpenAPI Specification.- Evaluating FAIRness of Genomic Databases.- Reusable FAIR Implementation Pro les as Accelerators of FAIR Convergence.- Conceptual Modeling for NoSQL Data Stores (CoMoNoS) 2020.- Deimos: A Model-based NoSQL Data Generation Language.- Managing Physical Schemas in MongoDB Stores.- JSON Schema Inference Approaches.- Empirical Methods in Conceptual Modeling (EmpER) 2020.- Empirical evaluation of a new DEMO modelling tool that facilitates model transformations.- Acquiring and sharing the monopoly of legitimate naming in organizations, an application in conceptual modeling.- Replicability and Reproducibility of a Schema Evolution Study in Embedded Databases.- Challenges in Checking JSON Schema Containment over Evolving Real-World Schemas.- Experimental practices for measuring the intuitive comprehensibility of modeling constructs: an example design.
Описание: This book constitutes the refereed proceedings of the 40th International Conference on Conceptual Modeling, ER 2021, which will be held as virtual event, in October 2021. The 14 full and 18 short papers were carefully reviewed and selected from 85 submissions.
Описание: This book constitutes the proceedings of the 24th International Conference on Discovery Science, DS 2021, which took place virtually during October 11-13, 2021.The 36 papers presented in this volume were carefully reviewed and selected from 76 submissions. neural networks and deep learning; representation learning and feature selection;
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