Graph-Based Representation and Reasoning 26th International Conference on Conceptual Structures, ICCS 2021, Virtual Event, September 20-22, 2021, Proceedings / [electronic resource] :
edited by Tanya Braun, Marcel Gehrke, Tom Hanika, Nathalie Hernandez.
- 1st ed. 2021.
- XX, 217 p. 71 illus., 47 illus. in color. online resource.
- Lecture Notes in Artificial Intelligence, 12879 2945-9141 ; .
- Lecture Notes in Artificial Intelligence, 12879 .
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.
9783030869823
10.1007/978-3-030-86982-3 doi
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 Theory.