Results 221 to 230 of about 50,888 (265)

Symbolic-neural rule based reasoning and explanation

Expert Systems with Applications, 2015
Neurules, a type of neuro-symbolic rules, retain naturalness and modularity.Reasoning and explanation mechanisms for neurules are presented.Two types of inference processes: a connectionism-oriented and symbolism-oriented.Symbolism-oriented inference more efficient than connectionism-oriented.More efficient and natural explanation compared to ...
Ioannis Hatzilygeroudis, Jim Prentzas
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Rule-Based Contextual Reasoning in Ambient Intelligence

2010
Context, Context Representation and Contextual Reasoning constitute central notions in the Ambient Intelligence vision to transform our living and working environments into 'intelligent spaces'. Ontology-based models have been argued to satisfy all demands concerning context representation.
Antonis Bikakis, Grigoris Antoniou
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A Rule-Based Object-Oriented OWL Reasoner

IEEE Transactions on Knowledge and Data Engineering, 2008
In this paper, we describe O-DEVICE, a memory-based knowledge-based system for reasoning and querying OWL ontologies by implementing RDF/OWL entailments in the form of production rules in order to apply the formal semantics of the language. Our approach is based on a transformation procedure of OWL ontologies into an object-oriented schema and the ...
Georgios Meditskos, Nick Bassiliades
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Expressive rule-based stream reasoning

2018
Modern stream processing tools offer various solutions for evaluating continuously streaming data. They typically come with query languages or programming interfaces that extend those for static data. However, model-based semantics are rarely given, which complicates the comparison and formal analysis of different approaches.
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Rule-Based Reasoning Via Abstraction

2007
The General Game Playing (GGP) project seeks to create software agents capable of receiving game rules hitherto unseen and, without human interaction, play that game effectively. For the time being, we have chosen to restrict the class of games to be multi-player, finite, deterministic and complete information.
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Probabilistic Reasoning in Fuzzy Rule-Based Systems

2002
We concentrate on Takagi—Sugeno (TS) probabilistic fuzzy systems where interpretability of fuzzy systems is combined with the statistical properties of probabilistic systems. After having sketched the general architecture of TS probabilistic fuzzy systems, we present an appropriate mathematical framework and introduce two probabilistic fuzzy reasoning ...
van den Berg, J (Jan), Kaymak, U, van den Bergh, WM (Willem-Max)   +2 more
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Adaptive Rule Based-Reasoning by Qualitative Analysis

2010
In some previous papers we presented a fuzzy-interpolative self-adaptive control architecture that is able to identify the current operating regime of the sys tem by means of a qualitative analysis of the phase tra jectory of the error. Here we are extending this tech nique in order to build a self-adjusting PID controller that can automatically set ...
Marius Mircea Balas, Valentina Emilia Balas   +1 more
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Rule-based Deontic Case-based Reasoning

Proceedings of the Twentieth International Conference on Artificial Intelligence and Law
The use of machine and deep learning techniques to predict outcomes in legal proceedings is a highly debated topic among legal scholars and policymakers. These technologies have the potential for supporting judicial decision-making, assist litigants, and analyze biases within the legal process.
Antonino Rotolo, Cecilia Di Florio, Guido Governatori   +2 more
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Rule-Based Reasoners in Epistemic Logic

2019
In this paper, we offer a balanced response to the problem of logical omniscience, whereby agents are modeled as non-omniscient yet still logically competent reasoners. To achieve this, we account for the deductive steps that form the epistemic state of an agent.
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The Evidential Reasoning approach for Inference in rule-based systems

SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483), 2004
In this paper a generic Rule-base Inference Methodology using the Evidential Reasoning approach (RIMER) is proposed. A new knowledge representation scheme in a rule-base is proposed using a belief structure and fuzzy set theory. In this scheme, a rule-base is designed on the basis of the belief structure with belief degrees embedded in ail possible ...
Yang, Jian Bo; id_orcid 0000-0001-8953-1550, Liu, Jun, Wang, Jin, Sii, H. S.   +3 more
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