Using inductive reasoning for completing OCF-networks
نویسندگان
چکیده
منابع مشابه
Intensional Combination of Rankings for OCF-Networks
Similar to Bayesian networks, so-called OCF-networks combine structural information encoded in a directed graph with qualitative information expressed by ranking degrees of (conditional) formulas. The benefits of such techniques are twofold: First, the high complexity of the semantical ranking functions approach is reduced substantially, and second, global ranks are obtained from local informat...
متن کاملFuzzy Control Using Inductive Reasoning
The aim of this paper is to address an emergent and important area of research, fuzzy control, by means of an inductive reasoning approach derived from the General System Theory, called Fuzzy Inductive Reasoning (FIR). This eld has had a growing interest and development in the last years, and has proved to be very useful for modeling and prediction of a large variety of systems from diierent ar...
متن کاملCompleting signaling networks by abductive reasoning with perturbation experiments
Signaling networks model the flow of information occurring in cells after they have been stimulated by an extracellular signal (for instance, a hormone). Together with the rise of available high-throughput data, such networks become always larger and more complex. Consequently, automatic methods have become necessary for their analysis. Methods relying on discrete formalisms, such as logical on...
متن کاملInductive reasoning
Our aim is to explain a general theory of inductive reasoning which is close enough to the concerns of language studies. In this setup , the optimal prediction rate is assigned to the hypothesis considered most likely by a prior-free form of Bayesian inference. In terms of practical applications a most attractive form of this approach is embodied by the so-called minimum description length (MDL...
متن کاملInductive Reasoning about Ontologies Using Conceptual Spaces
Structured knowledge about concepts plays an increasingly important role in areas such as information retrieval. The available ontologies and knowledge graphs that encode such conceptual knowledge, however, are inevitably incomplete. This observation has led to a number of methods that aim to automatically complete existing knowledge bases. Unfortunately, most existing approaches rely on black ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of Applied Logic
سال: 2015
ISSN: 1570-8683
DOI: 10.1016/j.jal.2015.03.006