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Fuzzy logic and approximate reasoning

Synthese 30 (3-4):407-428 (1975)

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  1. Imprecise Probability and Higher Order Vagueness.Susanne Rinard - 2017 - Res Philosophica 94 (2):257-273.
    There is a trade-off between specificity and accuracy in existing models of belief. Descriptions of agents in the tripartite model, which recognizes only three doxastic attitudes—belief, disbelief, and suspension of judgment—are typically accurate, but not sufficiently specific. The orthodox Bayesian model, which requires real-valued credences, is perfectly specific, but often inaccurate: we often lack precise credences. I argue, first, that a popular attempt to fix the Bayesian model by using sets of functions is also inaccurate, since it requires us to (...)
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  • Many-Valued And Fuzzy Logic Systems From The Viewpoint Of Classical Logic.Ekrem Sefa Gül - 2018 - Tasavvur - Tekirdag Theology Journal 4 (2):624 - 657.
    The thesis that the two-valued system of classical logic is insufficient to explanation the various intermediate situations in the entity, has led to the development of many-valued and fuzzy logic systems. These systems suggest that this limitation is incorrect. They oppose the law of excluded middle (tertium non datur) which is one of the basic principles of classical logic, and even principle of non-contradiction and argue that is not an obstacle for things both to exist and to not exist at (...)
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  • The Psychology of Vagueness: Borderline Cases and Contradictions.Sam Alxatib & Francis Jeffry Pelletier - 2011 - Mind and Language 26 (3):287-326.
    In an interesting experimental study, Bonini et al. (1999) present partial support for truth-gap theories of vagueness. We say this despite their claim to find theoretical and empirical reasons to dismiss gap theories and despite the fact that they favor an alternative, epistemic account, which they call ‘vagueness as ignorance’. We present yet more experimental evidence that supports gap theories, and argue for a semantic/pragmatic alternative that unifies the gappy supervaluationary approach together with its glutty relative, the subvaluationary approach.
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  • Sorites Paradox.Dominic Hyde & Diana Raffman - 2012 - In Peter Adamson (ed.), Stanford Encyclopedia of Philosophy. Stanford Encyclopedia of Philosophy.
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  • Comments on 'Fuzzy Logic and Higher-Order Vagueness' by Nicholas J.J. Smith.Libor Běhounek - 2011 - In Petr Cintula, Christian G. Fermüller, Lluis Godo & Petr Hájek (eds.), Understanding Vagueness: Logical, Philosophical, and Linguistic Perspectives. College Publications. pp. 21-8.
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  • Comments on 'A Conversation About Fuzzy Logic and Vagueness' by Christian G. Fermüller and Petr Hájek.Nicholas J. J. Smith - 2011 - In Petr Cintula, Christian G. Fermüller, Lluis Godo & Petr Hájek (eds.), Understanding Vagueness: Logical, Philosophical, and Linguistic Perspectives. College Publications. pp. 417-21.
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  • Truth and Falsehood: An Inquiry Into Generalized Logical Values.Yaroslav Shramko & Heinrich Wansing - 2011 - Dordrecht, Netherland: Springer.
    The book presents a thoroughly elaborated logical theory of generalized truth-values understood as subsets of some established set of truth values. After elucidating the importance of the very notion of a truth value in logic and philosophy, we examine some possible ways of generalizing this notion. The useful four-valued logic of first-degree entailment by Nuel Belnap and the notion of a bilattice constitute the basis for further generalizations. By doing so we elaborate the idea of a multilattice, and most notably, (...)
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  • Handbook of Logical Thought in India.Sundar Sarukkai & Mihir Chakraborty (eds.) - 2018 - New Delhi, India: Springer.
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  • Truthlikeness.Ilkka Niiniluoto - 1987 - Dordrecht: Reidel.
    The modern discussion on the concept of truthlikeness was started in 1960. In his influential Word and Object, W. V. O. Quine argued that Charles Peirce's definition of truth as the limit of inquiry is faulty for the reason that the notion 'nearer than' is only "defined for numbers and not for theories". In his contribution to the 1960 International Congress for Logic, Methodology, and Philosophy of Science at Stan­ ford, Karl Popper defended the opposite view by defining a compara­tive (...)
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  • Optimal composition of real-time systems.Shlomo Zilberstein & Stuart Russell - 1996 - Artificial Intelligence 82 (1-2):181-213.
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  • A model of tolerance.Elia Zardini - 2008 - Studia Logica 90 (3):337-368.
    According to the naive theory of vagueness, the vagueness of an expression consists in the existence of both positive and negative cases of application of the expression and in the non- existence of a sharp cut-off point between them. The sorites paradox shows the naive theory to be inconsistent in most logics proposed for a vague language. The paper explores the prospects of saving the naive theory by revising the logic in a novel way, placing principled restrictions on the transitivity (...)
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  • How Philosophical is Informal Logic?John Woods - 2000 - Informal Logic 20 (2).
    Consider the proposition, "Informal logic is a subdiscipline of philosophy". The best chance of showing this to be true is showing that informal logic is part of logic, which in turn is a part of philosophy. Part 1 is given over to the task of sorting out these connections. If successful, informal logic can indeed be seen as part of philosophy; but there is no question of an exclusive relationship. Part 2 is a critical appraisal of the suggestion that informal (...)
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  • Esquisse d'un modèle des activités cognitives.H. Wermus - 1978 - Dialectica 32 (3‐4):317-338.
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  • On Ultrafilter Logic and Special Functions.Paulo A. S. Veloso & Sheila R. M. Veloso - 2004 - Studia Logica 78 (3):459-477.
    Logics for generally were introduced for handling assertions with vague notions,such as generally, most, several, etc., by generalized quantifiers, ultrafilter logic being an interesting case. Here, we show that ultrafilter logic can be faithfully embedded into a first-order theory of certain functions, called coherent. We also use generic functions (akin to Skolem functions) to enable elimination of the generalized quantifier. These devices permit using methods for classical first-order logic to reason about consequence in ultrafilter logic.
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  • On ‘Most’ and ‘Representative’: Filter Logic and Special Predicates.Paulo Veloso & Sheila Veloso - 2005 - Logic Journal of the IGPL 13 (6):717-728.
    Logics for ‘generally’ were introduced for handling assertions with vague notions, by non-standard generalized quantifiers, and to reason qualitatively about them . Filter logic is intended to address ‘most’. Here, we show that filter logic can be faithfully embedded into a classical first-order theory of certain predicates, called compatible. We also use representative predicates to enable elimination of the generalized quantifier. These devices permit using classical first-order methods to reason about consequence in filter logic and help clarifying the role of (...)
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  • The logic of the future in quantum theory.Anthony Sudbery - 2017 - Synthese 194 (11):4429-4453.
    According to quantum mechanics, statements about the future made by sentient beings like us are, in general, neither true nor false; they must satisfy a many-valued logic. I propose that the truth value of such a statement should be identified with the probability that the event it describes will occur. After reviewing the history of related ideas in logic, I argue that it gives an understanding of probability which is particularly satisfactory for use in quantum mechanics. I construct a lattice (...)
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  • The constituent structure of connectionist mental states: A reply to Fodor and Pylyshyn.Paul Smolensky - 1988 - Southern Journal of Philosophy 26 (S1):137-161.
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  • Vagueness and blurry sets.Nicholas J. J. Smith - 2004 - Journal of Philosophical Logic 33 (2):165-235.
    This paper presents a new theory of vagueness, which is designed to retain the virtues of the fuzzy theory, while avoiding the problem of higher-order vagueness. The theory presented here accommodates the idea that for any statement S₁ to the effect that 'Bob is bald' is x true, for x in [0, 1], there should be a further statement S₂ which tells us how true S₁ is, and so on - that is, it accommodates higher-order vagueness without resorting to the (...)
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  • The logic and mathematics of occasion sentences.Pieter A. M. Seuren, Venanizo Capretta & Herman Geuvers - 2001 - Linguistics and Philosophy 24 (5):531-595.
    The prime purpose of this paper is, first, to restore to discourse-bound occasion sentences their rightful central place in semantics and secondly, taking these as the basic propositional elements in the logical analysis of language, to contribute to the development of an adequate logic of occasion sentences and a mathematical foundation for such a logic, thus preparing the ground for more adequate semantic, logical and mathematical foundations of the study of natural language. Some of the insights elaborated in this paper (...)
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  • The Cognitive Ontogenesis of Predicate Logic.Pieter A. M. Seuren - 2014 - Notre Dame Journal of Formal Logic 55 (4):499-532.
    Since Aristotle and the Stoa, there has been a clash, worsened by modern predicate logic, between logically defined operator meanings and natural intuitions. Pragmatics has tried to neutralize the clash by an appeal to the Gricean conversational maxims. The present study argues that the pragmatic attempt has been unsuccessful. The “softness” of the Gricean explanation fails to do justice to the robustness of the intuitions concerned, leaving the relation between the principles evoked and the observed facts opaque. Moreover, there are (...)
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  • Dynamic reasoning with qualified syllogisms.Daniel G. Schwartz - 1997 - Artificial Intelligence 93 (1-2):103-167.
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  • Foundations of clinical praxiology part II: Categorical and conjectural diagnoses.Kazem Sadegh-Zadeh - 1982 - Metamedicine 3 (1):101-114.
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  • Foundations of clinical praxiology part II: Categorical and conjectural diagnoses.Kazem Sadegh-Zadeh - 1982 - Theoretical Medicine and Bioethics 3 (1):101-114.
    The concepts of categorical diagnosis and conjectural diagnosis are introduced. It is argued that in diagnostic reasoning conjectural diagnosis plays a more important role than categorical diagnosis. Attention is called to the inevitable vagueness of clinical language and to the suitability of epistemic logic and fuzzy logic for diagnostic reasoning.
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  • Sorites.Bertil Rolf - 1984 - Synthese 58 (2):219 - 250.
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  • M-LAMAC: a model for linguistic assessment of mitigating and aggravating circumstances of criminal responsibility using computing with words.Carlos Rafael Rodríguez Rodríguez, Yarina Amoroso Fernández, Denis Sergeevich Zuev, Marieta Peña Abreu & Yeleny Zulueta Veliz - forthcoming - Artificial Intelligence and Law:1-43.
    The general mitigating and aggravating circumstances of criminal liability are elements attached to the crime that, when they occur, affect the punishment quantum. Cuban criminal legislation provides a catalog of such circumstances and some general conditions for their application. Such norms give judges broad discretion in assessing circumstances and adjusting punishment based on the intensity of those circumstances. In the interest of broad judicial discretion, the law does not establish specific ways for measuring circumstances’ intensity. This gives judges more freedom (...)
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  • Brouwer’s Notion of ‘Egoicity’.Ivan Restović - 2022 - Axiomathes 32 (1):83-100.
    According to Brouwer’s ‘theory of the exodus of consciousness’, our experience includes ‘egoicity’, a distinct kind of feeling. In this paper, we describe his phenomenology in order to explore and elaborate on the notion of egoic sensations. In the world of perception formed from sensations, some of them are, Brouwer claims, not completely separated or ‘estranged’ from the subject, which is to say they have a certain degree of egoicity. We claim this phenomenon can be explained in terms of the (...)
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  • Similarity based approximate reasoning: fuzzy control.Swapan Raha, Abul Hossain & Sujata Ghosh - 2008 - Journal of Applied Logic 6 (1):47-71.
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  • Possible Worlds Semantics and Fiction.Diane Proudfoot - 2006 - Journal of Philosophical Logic 35:9-40.
    The canonical version of possible worlds semantics for story prefixes is due to David Lewis. This paper reassesses Lewis's theory and draws attention to some novel problems for his account.
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  • Popper's severity of test as an intuitive probabilistic model of hypothesis testing.Fenna H. Poletiek - 2009 - Behavioral and Brain Sciences 32 (1):99-100.
    Severity of Test (SoT) is an alternative to Popper's logical falsification that solves a number of problems of the logical view. It was presented by Popper himself in 1963. SoT is a less sophisticated probabilistic model of hypothesis testing than Oaksford & Chater's (O&C's) information gain model, but it has a number of striking similarities. Moreover, it captures the intuition of everyday hypothesis testing.
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  • Approximate syllogisms – on the logic of everyday life.Lothar Philipps - 1999 - Artificial Intelligence and Law 7 (2-3):227-234.
    Since Aristotle it is recognised that a valid syllogism cannot have two particular premises. However, that is not how a lay person sees it; at least as long as the premises read many, most etc, instead of a plain some. The lay people are right if one considers that these syllogisms do not have strict but approximate (Zadeh) validity. Typically there are only particular premises available in everyday life and one is dependent on such syllogisms. – Some rules on the (...)
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  • Vagueness and utility: The semantics of common nouns. [REVIEW]Rohit Parikh - 1994 - Linguistics and Philosophy 17 (6):521 - 535.
    A utility-based approach to the understanding of vague predicates (VPs) is proposed. It is argued that assignment of truth values to propositions containing VPs entails unjustifiable assumptions of consensus; two models of VP semantics are criticized on this basis: (1) the super-truth theory of Kit Fine (1975), which requires an unlikely consensus on base points; (2) the fuzzy logic of Lotfi Zadeh (1975), on fuzzy truth values of sentences. Pragmatism is held to provide a key: successful behavior justifies a person's (...)
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  • Human decision making & the symbolic search space paradigm in AI.Derek Partridge - 1987 - AI and Society 1 (2):103-114.
    In this paper I shall describe the symbolic search space paradigm which is the dominant model for most of AI. Coupled with the mechanisms of logic it yields the predominant methodology underlying expert systems which are the most successful application of AI technology to date. Human decision making, more precisely, expert human decision making is the function that expert systems aspire to emulate, if not surpass.Expert systems technology has not yet proved to be a decisive success — it appears to (...)
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  • A really fuzzy approach to the sorites paradox.Francesco Paoli - 2003 - Synthese 134 (3):363 - 387.
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  • Logic of nondeterministic information.Ewa Orłowska - 1985 - Studia Logica 44 (1):91 - 100.
    In the paper we define a class of languages for representation o knowledge in those application areas when a complete information about a domain is not available. In the languages we introduce modal operators determined by accessibility relations depending on parameters.
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  • The uncertain reasoner: Bayes, logic, and rationality.Mike Oaksford & Nick Chater - 2009 - Behavioral and Brain Sciences 32 (1):105-120.
    Human cognition requires coping with a complex and uncertain world. This suggests that dealing with uncertainty may be the central challenge for human reasoning. In Bayesian Rationality we argue that probability theory, the calculus of uncertainty, is the right framework in which to understand everyday reasoning. We also argue that probability theory explains behavior, even on experimental tasks that have been designed to probe people's logical reasoning abilities. Most commentators agree on the centrality of uncertainty; some suggest that there is (...)
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  • Probabilistic logic.Nils J. Nilsson - 1986 - Artificial Intelligence 28 (1):71-87.
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  • Probabilistic logic revisited.Nils J. Nilsson - 1993 - Artificial Intelligence 59 (1-2):39-42.
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  • Evidential Modals at the Semantic-Argumentative Interface: Appearance Verbs as Indicators of Defeasible Argumentation.Elena Musi - 2014 - Informal Logic 34 (4):417-442.
    This contribution aims at providing an argumentative method to account for epistemic modality and evidentiality. I claim that these two linguistic categories can work as semantic components of defeasible argumentative schemes based on classification processes. This kind of approximate reasoning is, in fact, frequently indicated by appearance verbs which signal that the inferred standpoint is conceived by the speaker as uncertain due to the deceiving nature of perceptual data. Drawing from an analysis at the semantic-argumentative interface, the way in which (...)
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  • Distinctly human Umwelt?Floyd Merrell - 2001 - Semiotica 2001 (134).
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  • Kilimanjaro.Vann Mcgee - 1997 - Canadian Journal of Philosophy 27 (sup1):141-163.
    This is not an overly ambitious paper. What I would like to do is to take a thesis that most people would regard as wildly implausible, and convince you that it is, in fact, false. What's worse, the argument I shall give is by no means airtight, though I hope it's reasonably convincing. The thesis has to do with the fuzzy boundaries of terms that refer to familiar middle-sized objects, terms like ‘Kilimanjaro’ and ‘the tallest mountain in Africa.’ It is (...)
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  • Planning routes through uncertain territory.Drew McDermott & Ernest Davis - 1984 - Artificial Intelligence 22 (2):107-156.
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  • From statistical relational to neurosymbolic artificial intelligence: A survey.Giuseppe Marra, Sebastijan Dumančić, Robin Manhaeve & Luc De Raedt - 2024 - Artificial Intelligence 328 (C):104062.
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  • Not Half True.Poppy Mankowitz - 2023 - Mind 132 (525):84-112.
    The word ‘true’ shows some evidence of gradability. For instance, there are cases where truth-bearers are described as ‘slightly true’, ‘completely true’ or ‘very true’. Expressions that accept these types of modifiers are analysed in terms of properties that can be possessed to a greater or lesser degree. If ‘true’ is genuinely gradable, then it would follow that there are degrees of truth. It might also follow that ‘true’ is context-sensitive, like other gradable expressions. Such conclusions are difficult to reconcile (...)
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  • Bayesian network modelling through qualitative patterns.Peter J. F. Lucas - 2005 - Artificial Intelligence 163 (2):233-263.
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  • A two-level system of knowledge representation based on evidential probability.Henry E. Kyburg - 1991 - Philosophical Studies 64 (1):105 - 114.
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  • A Game-Theoretic Rationale for Vagueness.Kris De Jaegher - 2003 - Linguistics and Philosophy 26 (5):637-659.
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  • The visibility of philosophy of science in the sciences, 1980–2018.Mahdi Khelfaoui, Yves Gingras, Mael Lemoine & Thomas Pradeu - 2021 - Synthese 199 (3-4):1-31.
    In this paper, we provide a macro level analysis of the visibility of philosophy of science in the sciences over the last four decades. Our quantitative analysis of publications and citations of philosophy of science papers, published in 17 main journals representing the discipline, contributes to the longstanding debate on the influence of philosophy of science on the sciences. It reveals the global structure of relationships that philosophy of science maintains with science, technology, engineering and mathematics and social sciences and (...)
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  • A Game-Theoretic Rationale for Vagueness.Kris De Jaegher - 2003 - Linguistics and Philosophy 26 (5):637 - 659.
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  • Sorites paradox.Dominic Hyde - 2008 - Stanford Encyclopedia of Philosophy.
    The sorites paradox is the name given to a class of paradoxical arguments, also known as little by little arguments, which arise as a result of the indeterminacy surrounding limits of application of the predicates involved. For example, the concept of a heap appears to lack sharp boundaries and, as a consequence of the subsequent indeterminacy surrounding the extension of the predicate ‘is a heap’, no one grain of wheat can be identified as making the difference between being a heap (...)
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  • Truth and Gradability.Jared Henderson - 2021 - Journal of Philosophical Logic 50 (4):755-779.
    I argue for two claims: that the ordinary English truth predicate is a gradable adjective and that truth is a property that comes in degrees. The first is a semantic claim, motivated by the linguistic evidence and the similarity of the truth predicate’s behavior to other gradable terms. The second is a claim in natural language metaphysics, motivated by interpreting the best semantic analysis of gradable terms as applied to the truth predicate. In addition to providing arguments for these two (...)
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