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A note on functional relations in a certain class of implicative expansions of FDE related to Brady's 4-valued logic BN4 关于布雷迪4值逻辑BN4的一类FDE隐含展开式中的函数关系的注记
Pub Date : 2023-02-06 DOI: 10.1093/jigpal/jzad004
G. Robles, J. Méndez
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引用次数: 0
A low-power HAR method for fall and high-intensity ADLs identification using wrist-worn accelerometer devices 一种低功耗HAR方法,用于摔倒和高强度adl识别,使用腕带加速度计设备
Pub Date : 2022-03-01 DOI: 10.1093/jigpal/jzac025
E. D. L. Cal, M. Fáñez, Mario Villar, J. Villar, Víctor M. González
There are many real-world applications like healthcare systems, job monitoring, well-being and personal fitness tracking, monitoring of elderly and frail people, assessment of rehabilitation and follow-up treatments, affording Fall Detection (FD) and ADL (Activity of Daily Living) identification, separately or even at a time. However, the two main drawbacks of these solutions are that most of the times, the devices deployed are obtrusive (devices worn on not quite common parts of the body like neck, waist and ankle) and the poor battery life. Thus, this work proposes a low-power classification algorithm based on an Ensemble of KNN and K-Means algorithms (EKMeans) to identify Falls and High-Intensity ADL events such as running, jogging and climbing up stairs. The input of EKMeans are triaxial accelerometer data gathered from wrist-wearable devices. The proposal will be validated on the Fall&ADL publicly available datasets UMAFall, UCIFall and FallAllD, considering two kinds of activity labelling: Two-Class and Multi-Class. An exhaustive comparative study between our proposal, and the baseline algorithms KNN and a feed-forward Neural Network (NN) is deployed, where EKMeans outperformed clearly the Specificity (ADL classification) of the KNN and NN for the three datasets. Finally, a comparative battery consumption study has been included deploying the analyzed algorithms in a WearOS smartwatch, where EKMeans drains the battery from 100% to 0% in 27.45 hours, saving 5% and 21% concerning KNN and NN, respectively. Keywords: Human Activity Recognition, ADL Identification, Fall Detection TS Clustering, TS Classification, Wearable Devices, Low-Power HAR.
有许多现实世界的应用,如医疗保健系统,工作监测,健康和个人健身跟踪,老年人和体弱者监测,康复评估和后续治疗,提供跌倒检测(FD)和ADL(日常生活活动)识别,单独或甚至一次。然而,这些解决方案的两个主要缺点是,大多数时候,部署的设备是突兀的(设备佩戴在不太常见的身体部位,如脖子、腰部和脚踝)和电池寿命短。因此,本研究提出了一种基于KNN和K-Means算法(EKMeans)集成的低功耗分类算法,用于识别跌倒和高强度ADL事件,如跑步、慢跑和爬楼梯。EKMeans的输入是从手腕可穿戴设备收集的三轴加速度计数据。该提案将在Fall&ADL公开可用的数据集umfall, UCIFall和FallAllD上进行验证,考虑两种类型的活动标签:两类和多类。我们的建议与基线算法KNN和前馈神经网络(NN)之间进行了详尽的比较研究,其中EKMeans在三个数据集上明显优于KNN和NN的特异性(ADL分类)。最后,对电池消耗进行了比较研究,将分析的算法部署在WearOS智能手表上,其中EKMeans在27.45小时内将电池从100%消耗到0%,在KNN和NN方面分别节省5%和21%。关键词:人体活动识别,ADL识别,跌倒检测,TS聚类,TS分类,可穿戴设备,低功耗HAR。
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引用次数: 1
An efficient IoT forensic approach for the evidence acquisition and analysis based on network link 一种基于网络链接的高效物联网取证方法
Pub Date : 2022-02-17 DOI: 10.1093/jigpal/jzac012
Saad Alabdulsalam, T. Duong, Kim-Kwang Raymond Choo, Nhien-An Le-Khac
In an Internet of Things (IoT) environment, IoT devices are typically connected through different network media types such as mobile, wireless and wired networks. Due to the pervasive nature of such devices, they are a potential evidence source in both civil litigation and criminal investigations. It is, however, challenging to identify and acquire forensic artefacts from a broad range of devices, which have varying storage and communication capabilities. Hence, in this paper, we first propose an IoT network architecture for the forensic purpose that uses machine learning algorithms to autonomously detect IoT devices. Then we posit the importance of focusing on the links between different IoT devices (e.g. whether one device is controlled or can be accessed from another device in the system), and design an approach to do so. Specifically, our approach adopts a graph for modelling IoT communications’ message flows to facilitate the identification of correlated network traffic based on the direction of the network and the associated attributes. To demonstrate how such an approach can be deployed in practice, we provide a proof of concept using two IoT controllers to generate 480 commands for controlling two IoT devices in a smart home environment and achieve an accuracy rate of 98.3% for detecting the links between devices. We also evaluate the proposed autonomous discovering of IoT devices and their activities in a TCP network by using real-world measurements from a public dataset of a popular off-the-shelf smart home deployed in two different locations. We selected 39 out of 81 different IoT devices for this evaluation.
在物联网(IoT)环境中,物联网设备通常通过不同的网络媒体类型(如移动、无线和有线网络)连接。由于这种装置的普遍性,它们是民事诉讼和刑事调查的潜在证据来源。然而,从各种各样具有不同存储和通信能力的设备中识别和获取法医人工制品是一项挑战。因此,在本文中,我们首先提出了一种用于取证目的的物联网网络架构,该架构使用机器学习算法来自主检测物联网设备。然后,我们假设关注不同物联网设备之间的链接的重要性(例如,一个设备是否被控制或可以从系统中的另一个设备访问),并设计一种方法来实现这一点。具体来说,我们的方法采用了一个图来建模物联网通信的消息流,以促进基于网络方向和相关属性的相关网络流量的识别。为了演示如何在实践中部署这种方法,我们提供了一个概念验证,使用两个物联网控制器生成480个命令来控制智能家居环境中的两个物联网设备,并在检测设备之间的链接方面达到98.3%的准确率。我们还通过使用部署在两个不同位置的流行现成智能家居的公共数据集的实际测量值,评估了提议的物联网设备的自主发现及其在TCP网络中的活动。我们从81种不同的物联网设备中选择了39种进行评估。
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引用次数: 2
Abduction and diagrams 溯因法和图解
Pub Date : 2021-07-26 DOI: 10.1093/JIGPAL/JZZ034
A. Pietarinen
Abductive conclusions are drawn in a special, co-hortative mood (Peirce’s ‘investigand’). Abductive conclusions are representative interpretants that represent abduction (or retroduction) as a form of reasoning that can convey a general conception of the truth. The truth is not asserted; abduction merely delivers the idea of a matter of course, rendering that idea comparatively simple and natural, hence assuring us of its justified assertibility. Hence abductive reasoning is at home in addressing ‘How Possible’-questions in science. Abductive reasoning concerns the question of how things might, could or would conceivably be such that they can be plausibly asserted. Peirce took all reasoning to be diagrammatic and representable using the graphical method of logic. Yet no examples have previously been found in his large manuscript corpus of what such non-deductive graphs might look like. This paper proposes a new interpretation of a sole exception, a sketch of two graphs from a rejected page from 1903, which might be the only surviving example of Peirce’s abductive graphs. The proposed interpretation takes them to be representative interpretants of this special inverse type of inference.
推断的结论是在一种特殊的、共同的情绪下得出的(皮尔斯的“调查”)。溯因结论是代表性的解释,代表溯因(或还原)作为一种推理形式,可以传达真理的一般概念。真理不是断言的;溯因法只是传递了一种理所当然的观念,使这种观念相对简单和自然,从而向我们保证其正当的断言性。因此,溯因推理在解决科学中“可能性如何”的问题时是拿手的。溯因推理关注的问题是事物可能、可能或将如何可以被想象成这样,以至于它们可以被合理地断言。皮尔斯认为所有的推理都是图解的,可以用逻辑的图解方法来表示。然而,在他的大量手稿语料库中,还没有发现这样的非演绎图可能是什么样子的例子。本文提出了对唯一例外的一种新的解释,这是1903年被拒绝的一页上的两个图的草图,这可能是Peirce的外展图的唯一幸存的例子。所提出的解释将它们作为这种特殊的逆推理类型的代表性解释者。
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引用次数: 10
Type Theory with Opposite Types: A Paraconsistent Type Theory 具有相反类型的类型论:一种准一致类型论
Pub Date : 2021-07-06 DOI: 10.1093/JIGPAL/JZAB022
J. C. Agudelo, Andrés Sicard-Ramírez
A version of intuitionistic type theory is extended with opposite types, allowing a different formalization of negation and obtaining a paraconsistent type theory ($textsf{PTT} $). The rules for opposite types in $textsf{PTT} $ are based on the rules of the so-called constructible falsity. A propositions-as-types correspondence between the many-sorted paraconsistent logic $textsf{PL}_textsf{S} $ (a many-sorted extension of López-Escobar’s refutability calculus presented in natural deduction format) and $textsf{PTT} $ is proven. Moreover, a translation of $textsf{PTT} $ into intuitionistic type theory is presented and some properties of $textsf{PTT} $ are discussed.
直觉型类型理论的一个版本被扩展到相反的类型,允许不同的否定形式化,并获得一个副一致类型理论($textsf{PTT} $)。$textsf{PTT} $中相反类型的规则是基于所谓的可构造假性的规则。证明了多排序副一致逻辑$textsf{PL}_textsf{S} $(以自然演绎格式表示的López-Escobar的可反驳性演绎法的多排序扩展)与$textsf{PTT} $之间的命题即类型对应关系。此外,将$textsf{PTT} $转换为直觉型理论,并讨论了$textsf{PTT} $的一些性质。
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引用次数: 1
Sample logic 样的逻辑
Pub Date : 2021-07-03 DOI: 10.1093/jigpal/jzab021
M. Gerner
The need for a ‘many-valued logic’ in linguistics has been evident since the 1970s, but there was lack of clarity as to whether it should come from the family of fuzzy logics or from the family of probabilistic logics. In this regard, Fine [14] and Kamp [26] pointed out undesirable effects of fuzzy logic (the failure of idempotency and coherence) which kept two generations of linguists and philosophers at arm’s length. (Another unwanted feature of fuzzy logic is the property of truth functionality.) While probabilistic logic is not fraught by the same problems, its lack of constructiveness, i.e. its inability to compose complex truth degrees from atomic truth degrees, did not make it more attractive to linguists either. In the absence of a clear perspective in ‘many-valued logic’, scholars chose to proliferate ontologies grafted atop the classical bivalent logic: ontologies for truth, individuals, events, situations, possible worlds and degrees. The result has been a collection of incompatible classical logics. In this paper, I present sample logic, in particular its semantics (not its axiomatization). Sample logics is a member of the family of probabilistic logics, which is constructive without being truth functional. More specifically, I integrate all the important linguistic data on which the classical logics are predicated. The concepts of (in)dependency and conditional (in)dependency are the cornerstones of sample logic.
语言学中对“多值逻辑”的需求自20世纪70年代以来就很明显,但它应该来自模糊逻辑家族还是来自概率逻辑家族,这一点并不清楚。在这方面,Fine[14]和Kamp[14]指出了模糊逻辑的不良影响(幂等性和相干性的失败),使两代语言学家和哲学家保持距离。(模糊逻辑的另一个不想要的特性是真函数的性质。)虽然概率逻辑并不充满同样的问题,但它缺乏建设性,即无法从原子真度组成复杂的真度,这也没有使它对语言学家更具吸引力。在“多值逻辑”缺乏清晰视角的情况下,学者们选择在经典二价逻辑的基础上扩展本体:真理、个体、事件、情况、可能世界和程度的本体。结果是一个不相容的经典逻辑的集合。在本文中,我提出了示例逻辑,特别是它的语义(而不是它的公理化)。样本逻辑是概率逻辑家族的一员,它是构造性的,但不是真值泛函的。更具体地说,我整合了经典逻辑所依据的所有重要的语言数据。依赖关系和条件依赖关系的概念是示例逻辑的基础。
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引用次数: 0
Fragments of Quasi-Nelson: The Algebraizable Core 准尼尔森碎片:可代数核心
Pub Date : 2021-07-02 DOI: 10.1093/JIGPAL/JZAB023
U. Rivieccio
This is the second of a series of papers that investigate fragments of quasi-Nelson logic (QNL) from an algebraic logic standpoint. QNL, recently introduced as a common generalization of intuitionistic and Nelson’s constructive logic with strong negation, is the axiomatic extension of the substructural logic $FL_{ew}$ (full Lambek calculus with exchange and weakening) by the Nelson axiom. The algebraic counterpart of QNL (quasi-Nelson algebras) is a class of commutative integral residuated lattices (a.k.a. $FL_{ew}$-algebras) that includes both Heyting and Nelson algebras and can be characterized algebraically in several alternative ways. The present paper focuses on the algebraic counterpart (a class we dub quasi-Nelson implication algebras, QNI-algebras) of the implication–negation fragment of QNL, corresponding to the connectives that witness the algebraizability of QNL. We recall the main known results on QNI-algebras and establish a number of new ones. Among these, we show that QNI-algebras form a congruence-distributive variety (Cor. 3.15) that enjoys equationally definable principal congruences and the strong congruence extension property (Prop. 3.16); we also characterize the subdirectly irreducible QNI-algebras in terms of the underlying poset structure (Thm. 4.23). Most of these results are obtained thanks to twist representations for QNI-algebras, which generalize the known ones for Nelson and quasi-Nelson algebras; we further introduce a Hilbert-style calculus that is algebraizable and has the variety of QNI-algebras as its equivalent algebraic semantics.
这是从代数逻辑的角度研究准尼尔森逻辑片段(QNL)的系列论文中的第二篇。QNL是Nelson公理对子结构逻辑$FL_{ew}$(带交换和弱化的全Lambek演算)的公理性扩展,是最近引入的具有强否定性的直觉主义和Nelson构造逻辑的一般推广。QNL(准Nelson代数)的代数对偶是一类交换积分残馀格(又名$FL_{ew}$-代数),它既包括Heyting代数也包括Nelson代数,并且可以用几种不同的方法进行代数表征。本文主要研究QNL的蕴涵-否定片段的代数对应物(一类我们称之为准nelson蕴涵代数,qni -代数),它们对应于见证QNL可代数性的连接词。我们回顾了qni -代数的主要已知结果,并建立了一些新的结果。其中,我们证明了qni -代数形成了一个同余分配变量(Cor. 3.15),它具有等价可定义的主同余和强同余扩展性质(Prop. 3.16);我们还描述了子直接不可约的qni -代数的基本正序集结构(Thm. 4.23)。这些结果大多是由于qni -代数的扭曲表示而得到的,它推广了已知的Nelson和准Nelson代数的扭曲表示;我们进一步引入了一种可代数的hilbert式微积分,它具有各种qni代数作为其等效的代数语义。
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引用次数: 6
Computability and the Symmetric Difference Operator 可计算性与对称差分算子
Pub Date : 2021-06-08 DOI: 10.1093/JIGPAL/JZAB017
U. Andrews, Peter M. Gerdes, S. Lempp, Joseph S. Miller, N. Schweber
Combinatorial operations on sets are almost never well defined on Turing degrees, a fact so obvious that counterexamples are worth exhibiting. The case we focus on is the symmetric-difference operator; there are pairs of (nonzero) degrees for which the symmetric-difference operation is well defined. Some examples can be extracted from the literature, e.g. from the existence of nonzero degrees with strong minimal covers. We focus on the case of incomparable r.e. degrees for which the symmetric-difference operation is well defined.
集合上的组合操作几乎从来没有很好地定义在图灵度上,这个事实是如此明显,反例值得展示。我们关注的情况是对称差分算子;有一对(非零)度,它们的对称差分操作定义得很好。从文献中可以提取出一些例子,例如从强极小覆盖的非零度的存在中。我们集中讨论不可比较的r.e.度的情况,其中对称差分运算是很好定义的。
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引用次数: 0
Undecidability of the Logic of Partial Quasiary Predicates 部分拟元谓词逻辑的不可判定性
Pub Date : 2021-05-20 DOI: 10.1093/JIGPAL/JZAB018
M. Rybakov, D. Shkatov
We obtain an effective embedding of the classical predicate logic into the logic of partial quasiary predicates. The embedding has the property that an image of a non-theorem of the classical logic is refutable in a model of the logic of partial quasiary predicates that has the same cardinality as the classical countermodel of the non-theorem. Therefore, we also obtain an embedding of the classical predicate logic of finite models into the logic of partial quasiary predicates over finite structures. As a consequence, we prove that the logic of partial quasiary predicates is undecidable—more precisely, $varSigma ^0_1$-complete—over arbitrary structures and not recursively enumerable—more precisely, $varPi ^0_1$-complete—over finite structures.
我们将经典谓词逻辑有效地嵌入到部分拟谓词逻辑中。嵌入的性质是,经典逻辑的非定理的映像在部分拟谓词的逻辑模型中是可驳斥的,该模型与非定理的经典反模型具有相同的基数。因此,我们也得到了将有限模型的经典谓词逻辑嵌入到有限结构上的偏拟谓词逻辑中的方法。因此,我们证明了部分拟谓词的逻辑在任意结构上是不可判定的,更准确地说,$varSigma ^0_1$-完全,而在有限结构上是不可递归枚举的,更准确地说,$varPi ^0_1$-完全。
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引用次数: 2
∞-Groupoid Generated by an Arbitrary Topological λ-Model 由任意拓扑λ-模型生成的∞-群
Pub Date : 2021-04-16 DOI: 10.1093/JIGPAL/JZAB015
Daniel O. Martínez-Rivillas, R. D. Queiroz
The lambda calculus is a universal programming language. It can represent the computable functions, and such offers a formal counterpart to the point of view of functions as rules. Terms represent functions and this allows for the application of a term/function to any other term/function, including itself. The calculus can be seen as a formal theory with certain pre-established axioms and inference rules, which can be interpreted by models. Dana Scott proposed the first non-trivial model of the extensional lambda calculus, known as $ D_{infty }$, to represent the $lambda $-terms as the typical functions of set theory, where it is not allowed to apply a function to itself. Here we propose a construction of an $infty $-groupoid from any lambda model endowed with a topology. We apply this construction for the particular case $D_{infty }$, and we see that the Scott topology does not provide enough information about the relationship between higher homotopies. This motivates a new line of research focused on the exploration of $lambda $-models with the structure of a non-trivial $infty $-groupoid to generalize the proofs of term conversion (e.g., $beta $-equality, $eta $-equality) to higher-proofs in $lambda $-calculus.
lambda演算是一种通用的编程语言。它可以表示可计算函数,这样就提供了函数作为规则的观点的正式对应物。术语代表函数,这允许将术语/函数应用于任何其他术语/函数,包括其本身。微积分可以看作是一种形式理论,具有某些预先建立的公理和推理规则,可以用模型来解释。达纳·斯科特提出了扩展λ演算的第一个非平凡模型,称为$ D_{infty }$,将$lambda $项表示为集合论的典型函数,其中不允许将函数应用于自身。在这里,我们提出了一个构造$infty $ -groupoid的方法,该方法是由任意具有拓扑的lambda模型构造的。我们将这种构造应用于$D_{infty }$这种特殊情况,我们看到Scott拓扑不能提供关于高同伦之间关系的足够信息。这激发了一条新的研究路线,专注于探索具有非平凡$infty $ -groupoid结构的$lambda $ -模型,将项转换的证明(例如,$beta $ -相等,$eta $ -相等)推广到$lambda $ -微积分中的更高证明。
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引用次数: 6
期刊
Log. J. IGPL
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