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Graph-Based Representation and Reasoning [electronic resource] : 26th International Conference on Conceptual Structures, ICCS 2021, Virtual Event, September 20-22, 2021, Proceedings / edited by Tanya Braun, Marcel Gehrke, Tom Hanika, Nathalie Hernandez.

Contributor(s): Braun, Tanya [editor.] | Gehrke, Marcel [editor.] | Hanika, Tom [editor.] | Hernandez, Nathalie [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Artificial Intelligence: 12879Publisher: Cham : Springer International Publishing : Imprint: Springer, 2021Edition: 1st ed. 2021.Description: XX, 217 p. 71 illus., 47 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783030869823.Subject(s): Artificial intelligence | Application software | Database management | Machine theory | Artificial Intelligence | Computer and Information Systems Applications | Database Management | Computer and Information Systems Applications | Formal Languages and Automata TheoryAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 006.3 Online resources: Click here to access online
Contents:
Applications of Conceptual Structures -- On the use of FCA models in static analysis tools to detect common errors in programming -- Nested conceptual graphs for information fusion traceability -- Generating Layered Enterprise Architectures with Conceptual Structures -- An Approach to Identifying the Most Predictive and Discriminant Features in Supervised Classification Problems -- Combining Implications and Conceptual Analysis to Learn from a Pesticidal Plant Knowledge Base -- Ranking Schemas by Focus: A Cognitively-Inspired Approach -- Theory on Conceptual Structures -- Improving the Performance of Lindig-style Algorithms with Empty Intersections -- Quantifying the Conceptual Error in Dimensionality Reduction -- Conceptual Relevance Index for Identifying Actionable Formal Concepts -- Attribute Selection using Contranominal Scales -- Packing Problems, Dimensions and the Tensor Product of Complete Lattices -- Mining Conceptual Structures -- Random generation of a locally consistent spatio-temporal graph -- Mining Contextual Rules to Predict Asbestos in Buildings -- Temporal sequence mining using FCA and GALACTIC -- Restricted Bi-pattern Mining -- A Semantic-Based Approach for Assessing the Impact of Cyber-Physical Attacks: a Healthcare Infrastructure Use Case.
In: Springer Nature eBookSummary: This book constitutes the proceedings of the 26th International Conference on Conceptual Structures, ICCS 2021, held virtually in September 2021. The 12 full papers and 4 short papers presented were carefully reviewed and selected from 25 submissions. The papers focus on the representation of and reasoning with conceptual structures in a variety of contexts. The papers are organized in the following topical sections: applications of conceptual structures; theory on conceptual structures, and mining conceptual structures.
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Applications of Conceptual Structures -- On the use of FCA models in static analysis tools to detect common errors in programming -- Nested conceptual graphs for information fusion traceability -- Generating Layered Enterprise Architectures with Conceptual Structures -- An Approach to Identifying the Most Predictive and Discriminant Features in Supervised Classification Problems -- Combining Implications and Conceptual Analysis to Learn from a Pesticidal Plant Knowledge Base -- Ranking Schemas by Focus: A Cognitively-Inspired Approach -- Theory on Conceptual Structures -- Improving the Performance of Lindig-style Algorithms with Empty Intersections -- Quantifying the Conceptual Error in Dimensionality Reduction -- Conceptual Relevance Index for Identifying Actionable Formal Concepts -- Attribute Selection using Contranominal Scales -- Packing Problems, Dimensions and the Tensor Product of Complete Lattices -- Mining Conceptual Structures -- Random generation of a locally consistent spatio-temporal graph -- Mining Contextual Rules to Predict Asbestos in Buildings -- Temporal sequence mining using FCA and GALACTIC -- Restricted Bi-pattern Mining -- A Semantic-Based Approach for Assessing the Impact of Cyber-Physical Attacks: a Healthcare Infrastructure Use Case.

This book constitutes the proceedings of the 26th International Conference on Conceptual Structures, ICCS 2021, held virtually in September 2021. The 12 full papers and 4 short papers presented were carefully reviewed and selected from 25 submissions. The papers focus on the representation of and reasoning with conceptual structures in a variety of contexts. The papers are organized in the following topical sections: applications of conceptual structures; theory on conceptual structures, and mining conceptual structures.

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