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Recent studies on frequent itemset mining algorithms resulted in significant performance improvements. However, if the minimal support threshold is set too low, or the data is highly correlated, the number of frequent itemsets itself can be…

数据库 · 计算机科学 2007-05-23 Toon Calders , Bart Goethals

Reconfiguration is an important activity for companies selling configurable products or services which have a long life time. However, identification of a set of required changes in a legacy configuration is a hard problem, since even small…

Resolving and rewriting references is fundamental in programming languages. Motivated by a real-world decompilation task, we abstract reference rewriting into the problems of direct and indirect indexing by permutation. We create synthetic…

机器学习 · 计算机科学 2026-04-16 Gergő Szalay , Gergely Zsolt Kovács , Sándor Teleki , Balázs Pintér , Tibor Gregorics

Algebraic characterizations of the computational aspects of functions defined over the real numbers provide very effective tool to understand what computability and complexity over the reals, and generally over continuous spaces, mean. This…

计算机科学中的逻辑 · 计算机科学 2016-09-27 Olivier Bournez , Walid Gomaa , Emmanuel Hainry

In this paper, we address the problem of change in an abstract argumentation system. We focus on a particular change: the addition of a new argument which interacts with previous arguments. We study the impact of such an addition on the…

人工智能 · 计算机科学 2014-01-17 Claudette Cayrol , Florence Dupin de Saint-Cyr , Marie-Christine Lagasquie-Schiex

The design of efficient solutions for abstract argumentation problems is a crucial step towards advanced argumentation systems. One of the most prominent approaches in the literature is to use Answer-Set Programming (ASP) for this endeavor.…

人工智能 · 计算机科学 2020-02-19 Sarah A. Gaggl , Norbert Manthey , Alessandro Ronca , Johannes P. Wallner , Stefan Woltran

We develop a nonstandard approach to exploring polynomials associated with peaks and runs of permutations. With the aid of a context-free grammar, or a set of substitution rules, one can perform a symbolic calculus, and the computation…

组合数学 · 数学 2023-02-02 William Y. C. Chen , Amy M. Fu

Nominal Isabelle is a definitional extension of the Isabelle/HOL theorem prover. It provides a proving infrastructure for reasoning about programming language calculi involving named bound variables (as opposed to de-Bruijn indices). In…

计算机科学中的逻辑 · 计算机科学 2015-07-01 Christian Urban , Cezary Kaliszyk

Data trees serve as an abstraction of structured data, such as XML documents. A number of specification formalisms for languages of data trees have been developed, many of them adhering to the paradigm of register automata, which is based…

形式语言与自动机理论 · 计算机科学 2024-07-12 Simon Prucker , Lutz Schröder

A foundational theory of compositional categorical rewriting theory is presented, based on a collection of fibration-like properties that collectively induce and intrinsically structure the large collection of lemmata used in the proofs of…

计算机科学中的逻辑 · 计算机科学 2023-07-17 Nicolas Behr , Russ Harmer , Jean Krivine

The Linked Data principles provide a decentral approach for publishing structured data in the RDF format on the Web. In contrast to structured data published in relational databases where a key is often provided explicitly, finding a set of…

数据库 · 计算机科学 2017-05-15 Tommaso Soru , Edgard Marx , Axel-Cyrille Ngonga Ngomo

Range-Based Set Reconciliation (RBSR) synchronizes ordered sets by recursively comparing summaries of contiguous ranges and refining only the mismatching parts. While its communication complexity is well understood, its local computational…

数据结构与算法 · 计算机科学 2026-03-23 Elvio G. Amparore

RNNs have been shown to be excellent models for sequential data and in particular for data that is generated by users in an session-based manner. The use of RNNs provides impressive performance benefits over classical methods in…

机器学习 · 计算机科学 2018-08-29 Balázs Hidasi , Alexandros Karatzoglou

We present a unified theory for formal mathematical systems including recursive systems closely related to formal grammars, including the predicate calculus as well as a formal induction principle. We introduce recursive systems generating…

逻辑 · 数学 2021-12-21 Matthias Kunik

We introduce an algebraic analogue of dynamical systems, based on term rewriting. We show that a recursive function applied to the output of an iterated rewriting system defines a formal class of models into which all the main architectures…

范畴论 · 数学 2023-11-07 Iolo Jones , Jerry Swan , Jeffrey Giansiracusa

A residual network (or ResNet) is a standard deep neural net architecture, with state-of-the-art performance across numerous applications. The main premise of ResNets is that they allow the training of each layer to focus on fitting just…

机器学习 · 计算机科学 2018-09-28 Ohad Shamir

Can recurrent neural nets, inspired by human sequential data processing, learn to understand language? We construct simplified datasets reflecting core properties of natural language as modeled in formal syntax and semantics: recursive…

计算与语言 · 计算机科学 2021-12-30 Denis Paperno

SYNTAGMA is a rule-based parsing system, structured on two levels: a general parsing engine and a language specific grammar. The parsing engine is a language independent program, while grammar and language specific rules and resources are…

计算与语言 · 计算机科学 2016-01-22 Daniel Christen

Permissive-Nominal Logic (PNL) extends first-order predicate logic with term-formers that can bind names in their arguments. It takes a semantics in (permissive-)nominal sets. In PNL, the forall-quantifier or lambda-binder are just…

计算机科学中的逻辑 · 计算机科学 2023-12-29 Gilles Dowek , Murdoch J. Gabbay

The main novelty of this paper is to consider an extension of the Calculus of Constructions where predicates can be defined with a general form of rewrite rules. We prove the strong normalization of the reduction relation generated by the…

计算机科学中的逻辑 · 计算机科学 2016-08-16 Frédéric Blanqui