The area of Principles of Data Management (PDM) has made crucial contributions to the development of formal frameworks for understanding and managing data and knowledge …
Visual explanations are logical arguments based on visual features that justify the predictions made by neural networks. Current modes of visual explanations answer …
W Del-Pinto, RA Schmidt - Proceedings of the AAAI Conference on …, 2019 - ojs.aaai.org
Abductive reasoning generates explanatory hypotheses for new observations using prior knowledge. This paper investigates the use of forgetting, also known as uniform …
Due to the growing popularity of Description Logics-based knowledge representation systems, predominantly in the context of Semantic Web applications, there is a rising …
The immense and constantly growing number of videos urges efficient automated processing mechanisms for multimedia contents, which is a real challenge due to the huge …
In order to meet usability requirements, most logic-based applications provide explanation facilities for reasoning services. This holds also for Description Logics, where research has …
SN Aakur, S Sarkar - IEEE Transactions on Pattern Analysis …, 2023 - ieeexplore.ieee.org
The commonsense natural language inference (CNLI) tasks aim to select the most likely follow-up statement to a contextual description of ordinary, everyday events and facts …
An abstraction is a representation of an environment derived from sensor observation data. Generating an abstraction requires inferring explanations from an incomplete set of …