Online generation of association rules, Proceedings of the Fourteenth International Conference on Data Engineering, ICDE '98, pp.402-411, 1998. ,
BEACON: an e cient sat-based tool for debugging EL?+ ontologies, SAT, vol.9710, pp.521-530, 2016. ,
The description logic handbook: Theory, implementation and applications, 2003. ,
The instance problem and the most specific concept in the description logic el w.r.t. terminological cycles with descriptive semantics, 2003. ,
Pushing the EL envelope, Proceedings of IJCAI'05, 2005. ,
The description logic handbook: theory, implementation, and applications, 2010. ,
, , 2017.
, An Introduction to Description Logic
Computing least common subsumers in description logics with existential restrictions, 1999. ,
Pinpointing in the description logic el. XXIII [Badea and Nienhuys-Cheng, International Conference on Inductive Logic Programming, pp.40-59, 2000. ,
The semantic web, Scientific american, vol.284, issue.5, pp.28-37, 2001. ,
Universal owl axiom enrichment for large knowledge bases, International Conference on Knowledge Engineering and Knowledge Management, pp.57-71, 2012. ,
Pattern based knowledge base enrichment, International Semantic Web Conference, pp.33-48, 2013. ,
Intelligent autonomy for aerospace engineering systems, pp.1-10, 2018. ,
Toward an architecture for never-ending language learning, Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010. ,
Learning from data: concepts, theory, and methods, 2007. ,
Cascade: Crowdsourcing taxonomy creation, Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp.1999-2008, 2013. ,
Learning the classic description logic: Theoretical and experimental results, KR, vol.94, pp.121-133, 1994. ,
Owl 2 web ontology language document overview, 2012. ,
Fundamentals of model-based diagnosis, IFAC Proceedings Volumes, vol.36, pp.25-36, 2003. ,
A core method for the weak completion semantics with skeptical abduction, Journal of Artificial Intelligence Research, vol.63, pp.51-86, 2018. ,
, , 2004.
, Performing fmea using ontologies, 18th International Workshop on Qualitative Reasoning, pp.209-216
, Pattern classification, 2012.
An ontology approach to support fmea studies, Expert Systems with Applications, vol.37, issue.1, pp.671-677, 2010. ,
, , 2015.
, Ontology-based schema to support maintenance knowledge representation with a case study of a pneumatic valve, IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol.45, issue.4, pp.702-712
Condition monitoring based on incremental learning and domain ontology for condition-based maintenance, 11th International Conference on Advances in Production Management Systems, 2010. ,
A hierarchical clustering method for semantic knowledge bases, KES, 2007. ,
Conceptual clustering and its application to concept drift and novelty detection, European Semantic Web Conference, pp.318-332, 2008. ,
Dlfoil concept learning in description logics, International Conference on Inductive Logic Programming, pp.107-121, 2008. ,
Concept formation in expressive description logics, European Conference on Machine Learning, pp.99-110, 2004. ,
Ontology materialization by abstraction refinement in horn shoif, Thirty-First AAAI Conference on Artificial Intelligence, 2017. ,
Deep learning, 2016. ,
A bisimulation-based method of concept learning for knowledge bases in description logics, Proceedings of the Third Symposium on Information and Communication Technology, pp.241-249, 2012. ,
The logic of frames, Readings in Artificial Intelligence, pp.451-458, 1981. ,
, From nasa to eu: the evolution of the trl scale in public sector innovation, The Innovation Journal, vol.22, issue.2, pp.1-23, 2017.
Justification based explanation in ontologies, 2011. ,
An apriori-based algorithm for mining frequent substructures from graph data, Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery, PKDD '00, pp.13-23, 2000. ,
Complete mining of frequent patterns from graphs: Mining graph data, Machine Learning, vol.50, issue.3, pp.321-354, 2003. ,
An introduction to statistical learning, DICTIONARY OF TERMS FOR SOLID-STATE TECHNOLOGY, 7th Edition. Global Standards for the Microelectronics Industry, vol.112, 2013. ,
Finding all justifications of owl dl entailments, The Semantic Web, pp.267-280, 2007. ,
Crowdsourcing taxonomies, Extended Semantic Web Conference, pp.545-559, 2012. ,
, , 2012.
, A formal ontology for industrial maintenance, Applied Ontology, vol.7, issue.3, pp.269-310
Pre-processing structured data for standard machine learning algorithms by supervised graph propositionalization -a case study with medicinal XXVI chemistry datasets, Ninth International Conference on Machine Learning and Applications, pp.828-833, 2010. ,
Practical reasoning with nominals in the el family of description logics, Thirteenth International Conference on the Principles of Knowledge Representation and Reasoning, 2012. ,
Enumerating justifications using resolution, Proceedings of IJCAR'18: the 9th International Joint Conference on Automated Reasoning, pp.609-626, 2018. ,
Ontologies for aviation data management, 2016 IEEE/AIAA 35th Digital Avionics Systems Conference (DASC), pp.1-9, 2016. ,
Subdue: Compression-based frequent pattern discovery in graph data, Proceedings of the 1st International Workshop on Open Source Data Mining: Frequent Pattern Mining Implementations, OSDM '05, pp.71-76, 2005. ,
A polynomial approach to the constructive induction of structural knowledge, Machine Learning, vol.14, issue.2, pp.193-217, 1994. ,
The combined approach to ontology-based data access, IJCAI 2011, Proceedings of the 22nd International Joint Conference on Artificial Intelligence, pp.2656-2661, 2011. ,
Knowledge base clustering for kbs maintenance, Journal of Software Maintenance: Research and Practice, vol.10, issue.6, pp.395-414, 1998. ,
Semantic networks in artificial intelligence, 1992. ,
Dl-learner: learning concepts in description logics, Journal of Machine Learning Research, vol.10, pp.2639-2642, 2009. ,
Class expression learning for ontology engineering, Web Semantics: Science, Services and Agents on the World Wide Web, vol.9, issue.1, pp.71-81, 2011. ,
Ideal downward refinement in the\ mathcal {EL} description logic, International Conference on Inductive Logic Programming, pp.73-87, 2009. ,
Concept learning in description logics using refinement operators, Machine Learning, vol.78, p.203, 2010. ,
, , 2017.
Distributed semantic analytics using the sansa stack, International Semantic Web Conference, pp.147-155, 2017. ,
An introduction to ontology learning, Perspectives on Ontology Learning, 2014. ,
Perspectives on ontology learning, vol.18, 2014. ,
Nonmonotonic onto-relational learning, International Conference on Inductive Logic Programming, pp.88-95, 2009. ,
Pattern Discovery from Graph-Structured Data -A Data Mining Perspective, pp.12-22, 1974. ,
Logic-based roughification. Rough Sets and Intelligent Systems-Professor Zdzis law Pawlak in Memoriam, pp.517-543, 2013. ,
Foundations of inductive logic programming, vol.1228, 1997. ,
Mining rule-based knowledge bases inspired by rough set theory, Fundamenta Informaticae, vol.148, issue.1-2, pp.35-50, 2016. ,
Advanced data mining techniques, 2008. ,
Knowledge discovery for avionics maintenance support, 2018 IEEE/AIAA 37th Digital Avionics Systems Conference (DASC), pp.1-8, 2018. ,
Avionics maintenance ontology building for failure diagnosis support, Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, pp.204-209, 2016. ,
Data driven concept refinement to support avionics maintenance, Proceedings of the IJCAI Workshop on Semantic Machine Learning, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01632675
Knowledge-based clustering: from data to information granules, 2005. ,
Towards approximative most specific concepts by completion for el with subjective probabilities, 2010. ,
Word concepts: A theory and simulation of some basic semantic capabilities, Behavioral science, vol.12, issue.5, pp.410-430, 1967. ,
Refinementbased owl class induction with convex measures, Joint International Semantic Technology Conference, pp.49-65, 2017. ,
Building an ontology for intelligent maintenance systems and spare parts supply chain integration, IFAC Proceedings Volumes (IFAC-PapersOnline), vol.19, pp.7843-7848, 2014. ,
Ontocom: A reliable cost estimation method for ontology development projects, Web Semantics: Science, Services and Agents on the World Wide Web, vol.16, pp.1-16, 2012. ,
, , 1987.
Concept learning for description logic-based information systems, Knowledge and Systems Engineering (KSE), 2012 Fourth International Conference on, pp.65-73, 2012. ,
Bisimulation-based concept learning for information systems in description logics, Vietnam Journal of Computer Science, vol.2, issue.3, pp.149-167, 2015. ,
Ontologybased modeling of aircraft to support maintenance management system, IIE Annual Conference. Proceedings, page 1159. Institute of Industrial and Systems Engineers (IISE), pp.124-138, 2011. ,
Closegraph: Mining closed frequent graph patterns, Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '03, pp.286-295, 2003. ,
, , 2014.
, Embedding entities and relations for learning and inference in knowledge bases
Graphbased induction as a unified learning framework, Applied Intelligence, vol.4, issue.3, pp.297-316, 1994. ,