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[PDF][PDF] Qualitative Spatial and Temporal Reasoning: Current Status and Future Challenges.
Abstract Qualitative Spatial & Temporal Reasoning (QSTR) is a major field of study in
Symbolic AI that deals with the representation and reasoning of spatiotemporal information …
Symbolic AI that deals with the representation and reasoning of spatiotemporal information …
A stream reasoning system for maritime monitoring
GM Santipantakis, A Vlachou… - 25th International …, 2018 - drops.dagstuhl.de
We present a stream reasoning system for monitoring vessel activity in large geographical
areas. The system ingests a compressed vessel position stream, and performs online spatio …
areas. The system ingests a compressed vessel position stream, and performs online spatio …
Embarrassingly greedy inconsistency resolution of qualitative constraint networks
M Sioutis - TIME 2023-30th International Symposium on Temporal …, 2023 - hal.science
In this paper, we deal with inconsistency resolution in qualitative constraint networks (QCN).
This type of networks allows one to represent and reason about spatial or temporal …
This type of networks allows one to represent and reason about spatial or temporal …
Detecting spatio-temporal Relations by Combining a Semantic Map with a Stream Processing Engine
L Niecksch, H Deeken… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Changes in topological spatial relations of objects are often strong indicators for state
transitions in the underlying processes they are involved in. While various aspects of …
transitions in the underlying processes they are involved in. While various aspects of …
Qualitative spatio-temporal stream reasoning with unobservable intertemporal spatial relations using landmarks
Qualitative spatio-temporal reasoning is an active research area in Artificial Intelligence. In
many situations there is a need to reason about intertemporal qualitative spatial relations, ie …
many situations there is a need to reason about intertemporal qualitative spatial relations, ie …
Dynamic branching in qualitative constraint networks via counting local models
We introduce and evaluate dynamic branching strategies for solving Qualitative Constraint
Networks (QCNs), which are networks that are mostly used to represent and reason about …
Networks (QCNs), which are networks that are mostly used to represent and reason about …
Leveraging variable elimination for efficiently reasoning about qualitative constraints
We introduce, study, and evaluate a novel algorithm in the context of qualitative constraint-
based spatial and temporal reasoning that is based on the idea of variable elimination, a …
based spatial and temporal reasoning that is based on the idea of variable elimination, a …
An incremental sat-based approach to reason efficiently on qualitative constraint networks
The RCC 8 language is a widely-studied formalism for describing topological arrangements
of spatial regions. Two fundamental reasoning problems that are associated with RCC 8 are …
of spatial regions. Two fundamental reasoning problems that are associated with RCC 8 are …
[HTML][HTML] Collective singleton-based consistency for qualitative constraint networks: Theory and practice
Partial singleton weak path-consistency, or partial Image 1-consistency for short, is essential
for tackling challenging fundamental reasoning problems associated with qualitative …
for tackling challenging fundamental reasoning problems associated with qualitative …
Temporal ontology-mediated queries and first-order rewritability: A short course
We discuss recent attempts to extend the ontology-based data access (aka virtual
knowledge graph) paradigm to the temporal setting. Our main aim is to understand when …
knowledge graph) paradigm to the temporal setting. Our main aim is to understand when …