Towards a general theory of action and time
Artificial Intelligence
A qualitative physics based on confluences
Artificial Intelligence - Special volume on qualitative reasoning about physical systems
Artificial Intelligence - Special volume on qualitative reasoning about physical systems
Artificial Intelligence
Artificial Intelligence
Automatic qualitative analysis of dynamic systems using piecewise linear approximations
Artificial Intelligence
Theories of comparative analysis
Theories of comparative analysis
Structure identification of nonlinear dynamic systems—a survey on input/output approaches
Automatica (Journal of IFAC)
The second naive physics manifesto
Readings in qualitative reasoning about physical systems
Artificial Intelligence - Special issue: Qualitative reasoning about physical systems II
Compositional modeling: finding the right model for the job
Artificial Intelligence - Special issue: Qualitative reasoning about physical systems II
Higher-order derivative constraints in qualitative simulation
Artificial Intelligence - Special issue: Qualitative reasoning about physical systems II
Mathematical problems arising in qualitative simulation of a differential equation
Artificial Intelligence
Adaptive fuzzy systems and control: design and stability analysis
Adaptive fuzzy systems and control: design and stability analysis
Qualitative reasoning: modeling and simulation with incomplete knowledge
Qualitative reasoning: modeling and simulation with incomplete knowledge
Decompositional modeling through caricatural reasoning
AAAI'94 Proceedings of the twelfth national conference on Artificial intelligence (vol. 2)
Qualitative and quantitative simulation: bridging the gap
Artificial Intelligence
Semi-quantitative system identification
Artificial Intelligence
Global qualitative description of a class of nonlinear dynamical systems
Artificial Intelligence
Reasoning about nonlinear system identification
Artificial Intelligence
Computers and Biomedical Research
Static and dynamic abstraction solves the problem of chatter in qualitative simulation
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Automated mathematical modeling from experimental data: anapplication to material science
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
How to improve fuzzy-neural system modeling by means of qualitative simulation
IEEE Transactions on Neural Networks
Qualitative Spatial Representation and Reasoning: An Overview
Fundamenta Informaticae - Qualitative Spatial Reasoning
Qualitative simulation and related approaches for the analysis of dynamic systems
The Knowledge Engineering Review
Relative and absolute order-of-magnitude models unified
Annals of Mathematics and Artificial Intelligence
The Knowledge Engineering Review
A Logic for Order of Magnitude Reasoning with Negligibility, Non-closeness and Distance
Current Topics in Artificial Intelligence
A Propositional Dynamic Logic Approach for Order of Magnitude Reasoning
IBERAMIA '08 Proceedings of the 11th Ibero-American conference on AI: Advances in Artificial Intelligence
PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
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Magnitude qualitative reasoning via PDL
CAEPIA'09 Proceedings of the Current topics in artificial intelligence, and 13th conference on Spanish association for artificial intelligence
Order of magnitude qualitative reasoning with bidirectional negligibility
CAEPIA'05 Proceedings of the 11th Spanish association conference on Current Topics in Artificial Intelligence
Use of timed automata and model-checking to explore scenarios on ecosystem models
Environmental Modelling & Software
Qualitative order of magnitude energy-flow-based failure modes and effects analysis
Journal of Artificial Intelligence Research
Using L-fuzzy sets to introduce information theory into qualitative reasoning
Fuzzy Sets and Systems
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We examine different formalisms for modeling qualitatively physical systems and their associated inferential processes that allow us to derive qualitative predictions from the models. We highlight the mathematical aspects of these processes along with their potential and limitations. The article then bridges to quantitative modeling, highlighting the benefits of qualitative reasoning-based approaches in the framework of system identification, and discusses open research issues.