XAI-KG: knowledge graph to support XAI and decision-making in manufacturing
暂无分享,去创建一个
Klemen Kenda | Dunja Mladenic | Blaz Fortuna | Inna Novalija | Jože M. Rožanec | Joze M. Rozanec | Patrik Zajec | D. Mladenic | I. Novalija | B. Fortuna | K. Kenda | Patrik Zajec
[1] Dimitris Kiritsis,et al. The Industrial Ontologies Foundry Proof-of-Concept Project , 2018, APMS.
[2] Franco Turini,et al. Open the Black Box Data-Driven Explanation of Black Box Decision Systems , 2018, ArXiv.
[3] Oliver Niggemann,et al. Integrating semantics for diagnosis of manufacturing systems , 2016, 2016 IEEE 21st International Conference on Emerging Technologies and Factory Automation (ETFA).
[4] Mike Uschold,et al. Building Ontologies: Towards a Unified Methodology , 1996 .
[5] R. Bellamy,et al. Explainable Active Learning (XAL): Toward AI Explanations as Interfaces for Machine Teachers , 2021 .
[6] Pingyu Jiang,et al. Manufacturing Knowledge Graph: A Connectivism to Answer Production Problems Query With Knowledge Reuse , 2019, IEEE Access.
[7] Asunción Gómez-Pérez,et al. METHONTOLOGY: From Ontological Art Towards Ontological Engineering , 1997, AAAI 1997.
[8] Jianlong Zhou,et al. Evaluating the Quality of Machine Learning Explanations: A Survey on Methods and Metrics , 2021, Electronics.
[9] Nan Hu,et al. SHERLOCK: Simple Human Experiments Regarding Locally Observed Collective Knowledge , 2015 .
[10] Li Da Xu,et al. Industry 4.0: state of the art and future trends , 2018, Int. J. Prod. Res..
[11] Carlos Guestrin,et al. "Why Should I Trust You?": Explaining the Predictions of Any Classifier , 2016, ArXiv.
[12] James L. Mathieson,et al. Complexity Metrics for Directional Node-Link System Representations: Theory and Applications , 2010 .
[13] Dimitris Kiritsis,et al. Actionable cognitive twins for decision making in manufacturing , 2021, Int. J. Prod. Res..
[14] Michael Grüninger,et al. An ontology of quality for enterprise modelling , 1995, Proceedings 4th IEEE Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises (WET ICE '95).
[15] Martin L. King,et al. Towards a Methodology for Building Ontologies , 1995 .
[16] Jorge Martínez Gil,et al. Knowledge Graphs in Manufacturing and Production: A Systematic Literature Review , 2020, IEEE Access.
[17] Xun Xue,et al. A Survey of Data-Driven and Knowledge-Aware eXplainable AI , 2020, IEEE Transactions on Knowledge and Data Engineering.
[18] Amina Adadi,et al. Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI) , 2018, IEEE Access.
[19] Dunja Mladenic,et al. Curious Cat--Mobile, Context-Aware Conversational Crowdsourcing Knowledge Acquisition , 2017, ACM Trans. Inf. Syst..
[20] Jasper van der Waa,et al. Evaluating XAI: A comparison of rule-based and example-based explanations , 2021, Artif. Intell..