Graph-Based Representation and Reasoning, 1st ed. 2021 26th International Conference on Conceptual Structures, ICCS 2021, Virtual Event, September 20-22, 2021, Proceedings Lecture Notes in Artificial Intelligence Series

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.

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.