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In many classification tasks there is a requirement of monotonicity. Concretely, if all else remains constant, increasing (resp. decreasing) the value of one or more features must not decrease (resp. increase) the value of the prediction.…

机器学习 · 计算机科学 2021-06-02 Joao Marques-Silva , Thomas Gerspacher , Martin Cooper , Alexey Ignatiev , Nina Narodytska

Multilinear Grammar provides a framework for integrating the many different syntagmatic structures of language into a coherent semiotically based Rank Interpretation Architecture, with default linear grammars at each rank. The architecture…

计算与语言 · 计算机科学 2017-09-18 Dafydd Gibbon , Sascha Griffiths

A sound and complete algorithm for nominal unification of higher-order expressions with a recursive let is described, and shown to run in non-deterministic polynomial time. We also explore specializations like nominal letrec-matching for…

编程语言 · 计算机科学 2023-03-14 Manfred Schmidt-Schauß , Temur Kutsia , Jordi Levy , Mateu Villaret

This paper defines multiset-valued linear index grammar and unordered vector grammar with dominance links. The former models certain uses of multiset-valued feature structures in unification-based formalisms, while the latter is motivated…

cmp-lg · 计算机科学 2008-02-03 Owen Rambow

A uniformization of a binary relation is a function that is contained in the relation and has the same domain as the relation. The synthesis problem asks for effective uniformization for classes of relations and functions that can be…

形式语言与自动机理论 · 计算机科学 2018-05-08 Sarah Winter

The semantics of determiner phrases, be they definite de- scriptions, indefinite descriptions or quantified noun phrases, is often as- sumed to be a fully solved question: common nouns are properties, and determiners are generalised…

计算与语言 · 计算机科学 2016-03-02 Christian Retoré

Part of the theory of logic programming and nonmonotonic reasoning concerns the study of fixed-point semantics for these paradigms. Several different semantics have been proposed during the last two decades, and some have been more…

人工智能 · 计算机科学 2007-05-23 Pascal Hitzler , Matthias Wendt

Most modern libraries for regular expression matching allow back-references (i.e., repetition operators) that substantially increase expressive power, but also lead to intractability. In order to find a better balance between expressiveness…

形式语言与自动机理论 · 计算机科学 2018-02-06 Dominik D. Freydenberger , Markus L. Schmid

We consider two-variable first-order logic on finite words with a fixed number of quantifier alternations. We show that all languages with a neutral letter definable using the order and finite-degree predicates are also definable with the…

计算机科学中的逻辑 · 计算机科学 2015-07-30 Charles Paperman

This paper presents a general framework for unifying functional interpretations. It is based on families of parameters allowing for different degrees of freedom on the design of the interpretation. In this way we are able to generalise…

逻辑 · 数学 2020-05-13 Bruno Dinis , Paulo Oliva

We examine deterministic and nondeterministic state complexities of regular operations on prefix-free languages. We strengthen several results by providing witness languages over smaller alphabets, usually as small as possible. We next…

形式语言与自动机理论 · 计算机科学 2010-08-11 Galina Jirásková , Monika Krausová

The apparent failure of individual probabilistic expressions to distinguish uncertainty about truths from uncertainty about probabilistic assessments have prompted researchers to seek formalisms where the two types of uncertainties are…

人工智能 · 计算机科学 2013-04-11 Judea Pearl

The use of meta-rules in logic, i.e., rules whose content includes other rules, has recently gained attention in the setting of non-monotonic reasoning: a first logical formalisation and efficient algorithms to compute the (meta)-extensions…

人工智能 · 计算机科学 2022-09-27 Francesco Olivieri , Guido Governatori , Matteo Cristani , Antonino Rotolo , Abdul Sattar

The idea of using unfolding as a way of computing a program semantics has been applied successfully to logic programs and has shown itself a powerful tool that provides concrete, implementable results, as its outcome is actually source…

编程语言 · 计算机科学 2017-08-29 José María Rey-Poza , Julio Mariño-Carballo

Many formalisms combining ontology languages with uncertainty, usually in the form of probabilities, have been studied over the years. Most of these formalisms, however, assume that the probabilistic structure of the knowledge remains…

人工智能 · 计算机科学 2015-06-29 İsmail İlkan Ceylan , Rafael Peñaloza

We show that a special case of the Feferman-Vaught composition theorem gives rise to a natural notion of automata for finite words over an infinite alphabet, with good closure and decidability properties, as well as several logical…

计算机科学中的逻辑 · 计算机科学 2015-07-01 Alexis Bès

W.C. Rounds and G.-Q. Zhang (2001) have proposed to study a form of disjunctive logic programming generalized to algebraic domains. This system allows reasoning with information which is hierarchically structured and forms a (suitable)…

人工智能 · 计算机科学 2007-05-23 Pascal Hitzler

The notion of preferences plays an important role in many disciplines including service robotics which is concerned with scenarios in which robots interact with humans. These interactions can be favored by robots taking human preferences…

Many metainterpreters found in the logic programming literature are nondeterministic in the sense that the selection of program clauses is not determined. Examples are the familiar "demo" and "vanilla" metainterpreters. For some…

计算机科学中的逻辑 · 计算机科学 2007-05-23 David A. Rosenblueth

Approximation fixpoint theory (AFT) is an abstract and general algebraic framework for studying the semantics of nonmonotonic logics. It provides a unifying study of the semantics of different formalisms for nonmonotonic reasoning, such as…

人工智能 · 计算机科学 2022-12-02 Jesse Heyninck , Ofer Arieli , Bart Bogaerts