Water quality prediction is the basis of water environmental planning, evaluation, and management. In this work, a novel intelligent prediction model based on the fuzzy wavelet neural network including the neural network, the fuzzy logic, the wavelet transform, and the genetic algorithm was proposed to simulate the nonlinearity of water quality parameters and water quality predictions. A self-adapted fuzzy c-means clustering was used to determine the number of fuzzy rules. A hybrid learning algorithm based on a genetic algorithm and gradient (...) descent algorithm was employed to optimize the network parameters. Comparisons were made between the proposed FWNN model and the fuzzy neural network, the wavelet neural network, and the neural network. The results indicate that the FWNN made effective use of the self-adaptability of NN, the uncertainty capacity of FL, and the partial analysis ability of WT, so it could handle the fluctuation and the nonseasonal time series data of water quality, while exhibiting higher estimation accuracy and better robustness and achieving better performances for predicting water quality with high determination coefficients R2 over 0.90. The FWNN is feasible and reliable for simulating and predicting water quality in river. (shrink)

Although we agree with Newell and Anderson & Lebiere (A&L) that a unified theory of cognition is needed to advance cognitive science, we disagree on how to achieve it. A hybrid system can score high in the Newell Test but may not offer a veridical and coherent theory of cognition. A multilevel approach, involving theories at both psychological and brain levels, is suggested.

Recent years have witnessed rapidly increasing interests in developing quantum theoretical models of human cognition. Quantum mechanisms have been taken seriously to describe how the mind reasons and decides. Papers in this special issue report the newest results in the field. Here we discuss why the two levels of commitment, treating the human brain as a quantum computer and merely adopting abstract quantum probability principles to model human cognition, should be integrated. We speculate that quantum cognition models gain greater modeling (...) power due to a richer representation scheme. (shrink)

Although we agree that ritualized behavior is a mystery that calls out for an explanation, we do not think that the proposed domain-specific two-component system offers an empirically well-justified and theoretically parsimonious description of the phenomena. Instead, we believe that the deployment of domain-general mechanisms based on choice of actions could also explain the essential features of ritualized behavior. (Published Online February 8 2007).

本书着力从现象学美学的方法论特征入手,系统地研究了胡塞尔、海德格尔、萨特、梅洛-庞蒂、茵加登及杜夫海纳等人的美学思想,以及他们在艺术、审美问题上的不同观点。.

Mental representations are more than emulations. Different types of representations, including external representations, various mental models (distorted and abstract), and emulative models, can all play important roles in human cognition. To explain cognitive performance in a specific task, a systematic analysis of the underlying representational structures and their interactions is needed.

We believe that when assessing the likelihood of uncertain events, statistically unsophisticated people utilize a coarse internal scale that only has a limited number of categories. The success of the nested sets hypothesis may lie in its ability to provide an appropriate set structure of the problem by reducing the computational demands.

We argue that approaches adhering to normative systems can be as fruitful as those by descriptive systems. In measuring people's perception of randomness, discrepancies between human behavior and normative models could have resulted from unknown properties of the models, and it does not necessarily lead to the conclusion that people are irrational or that the normative system has to be abandoned.

This article presents three experiments that examine the relation between order effects and frequency learning, with the following results. First, when frequencies of occurrence are presented as sequences of real events, base rates can be learned and used with a high degree of accuracy. However, conditional probabilities for multiple sequentially presented evidence items cannot be completely learned, due to the distortion of a recency order effect for actual decisions. Second, there is also a recency order effect for belief evaluations, which (...) cannot be eliminated even if base rates are used correctly. Third, base rates learned in one environment can be transferred to another environment, but the transfer soon diminishes due to learning in the new environment. However, belief evaluations are not transferred from one environment to another The existing models of frequency learning cannot explain the order effect for actual decisions because they do not consider sequential information. The existing models of belief updating can explain both types of order effects, but they do not have any mechanisms for frequency learning. To account for the complete spectrum of frequency learning and order effects, we outline our initial effort in developing a unified model that integrates frequency learning and order effects. (shrink)

Background. Herpes zoster is a disease that mainly causes severe segmental neuralgia and vesicles after infection with herpes zoster virus. At the same time, more than 9 to 34 percent of patients have postherpetic neuralgia present with chronic pain for months or even years. Moxibustion has been used to treat herpes zoster and postherpetic neuralgia for many years; however, there has been no comprehensive study to evaluate the efficacy and safety of moxibustion in the treatment of herpes zoster and postherpetic (...) neuralgia. More studies evaluated the combined effects of acupuncture and moxibustion. Therefore, the purpose of this systematic review is to evaluate their efficacy and safety, so as to provide an evidence-based basis for the clinical application of moxibustion in the treatment of HZ and PHN. Method. The literature search was conducted in nine Chinese and English databases, and randomized controlled trials were pooled from their inceptions to June 2020. The included literature was screened, and data were extracted. RevMan 5.3 software and Stata software were used for statistical analysis. The primary outcome was the total effect. The secondary outcomes include VAS, NRS, and time of analgesia. Outcomes. From a total of 1957 identified studies, 31 were included in analysis. 31 RCTs contained the experimental sample of 1185 cases and the control sample of 1149 cases reported efficiency of different moxibustions in the treatment of herpes zoster, statistical heterogeneity inspection without heterogeneity. So, we used the fixed-effects model, merge effect quantity OR = 3.89, Z = 8.86, and it suggested sample merger analysis was statistically significant. Also, the moxibustion, compared to other methods in the treatment of herpes zoster and herpes zoster neuralgia efficiency, increased significantly. The VAS scales, WMD = 1.69, and the time of analgesia, WMD = 2.41, indicated that moxibustion surpassed others in the relief of pain. NRS was just reported in one study. It was not statistically significant. There was no significant difference in adverse effects OR = 0.61, Z = 1.56. Conclusion. Moxibustion has obvious advantages over other therapies in the treatment of HZ and PHN. However, due to the obvious publication bias, the interpretation of the results should be cautious, and more rigorous randomized controlled clinical studies should be included to further confirm the results in the future. (shrink)

The main goal of this paper is to analyse the effect of high school scholarships tied to community service on the development of secondary school students in Northwest China. Using data from three rounds of surveys of thousands of students in 298 classes in 75 high schools in Shaanxi province, the paper documents the implementation of the Compassionate Heart Scholars Program and evaluates the effect of the programme on the educational performance, self‐esteem, self‐efficacy and social responsibility of the participants. We (...) present evidence that part of the protocol of the programme (which includes the nomination and election of programme participants) improves the academic performance and self‐esteem of those involved in the programme. The community service part of the programme is shown to raise the self‐efficacy and the sense of social responsibility of the programme participants. One striking result is that the test scores of the community service participants do not appear to be adversely affected, even though they spend considerable time doing community service. The findings of this study, therefore, suggest that adding extra‐curricular community service to school curricula may be a win–win–win strategy, for the students, for schools and for the local communities served. (shrink)

The literature on algorithmic fairness has examined exogenous sources of biases such as shortcomings in the data and structural injustices in society. It has also examined internal sources of bias as evidenced by a number of impossibility theorems showing that no algorithm can concurrently satisfy multiple criteria of fairness. This paper contributes to the literature stemming from the impossibility theorems by examining how informational richness affects the accuracy and fairness of predictive algorithms. With the aid of a computer simulation, we (...) show that informational richness is the engine that drives improvements in the performance of a predictive algorithm, in terms of both accuracy and fairness. The centrality of informational richness suggests that classification parity, a popular criterion of algorithmic fairness, should be given relatively little weight. But we caution that the centrality of informational richness should be taken with a grain of salt in light of practical limitations, in particular, the so-called bias-variance trade off. (shrink)

This paper examines Edmund Husserl's revised account of expression in his 1913–1914 revisions of the Logical Investigations. Rejecting the Investigations’ thesis that linguistic meanings are constituted in a distinctive class of essentially non-intuitive meaning intentions, Husserl develops a new conception of empty intention, a new analysis of the intuitively fulfilled discourse and a phenomenology of the indicative tendency. While these revisions have been acknowledged, their motivation, connection, and significance remain under-explored in the existing literature. By comparing the Investigations and the (...) Revisions, this paper shows how these developments fundamentally alter Husserl’s understanding of the relationship between language, thought, and intuition. The revised account of expression illuminates the dynamic interaction of these elements in the process of meaning-making, offering a balanced account of the interplay of presence and absence in our use of words. (shrink)

Consultations are key to gather evidence that informs rulemaking. When analysing the feedback received, it is essential for the regulator to appropriately cluster stakeholders’ opinions, as misclustering may alter the representativeness of the positions, making some of them appear majoritarian when they might not be. The European Commission (EC)’s approach to clustering opinions in consultations lacks a standardized methodology, leading to reduced procedural transparency, while making use of computational tools only sporadically. This paper explores how natural language processing (NLP) technologies (...) may enhance the way opinion clustering is currently conducted by the EC. We examine 830 responses to three legislative proposals (the Artificial Intelligence Act, the Digital Markets Act and the Digital Services Act) using both a lexical and semantic approach. We find that some groups (like small and medium companies) have low similarity across all datasets and methodologies despite being clustered in one opinion group by the EC. The same happens for citizens and consumer associations for the consultation run over the DSA. These results suggest that computational tools actually help reduce misclustering of stakeholders’ opinions and consequently allow greater representativeness of the different positions expressed in consultations. They further suggest that the EC could identify a convergent methodology for all its consultations, where such tools are employed in a consistent and replicable rather than occasionally. Ideally, it should also explain when one methodology is preferred to another. This effort should find its way into the Better Regulation toolbox (EC 2023). Our analysis also paves the way for further research to reach a transparent and consistent methodology for group clustering. (shrink)

O objetivo deste artigo é o de esboçar a prova da existência de Deus traçada por Agostinho de Hipona no segundo livro do De libero arbitrio. Tendo em vista tal fim, na primeira parte desta pesquisa, examinar-se-á o critério indicado pelo Hiponense para provar que Deus existe. Em seguida, isto é, na segunda etapa deste estudo, analisar-se-á a reflexão agostiniana sobre a Verdade como objeto comum e imutável do conhecimento da razão humana. Por fim, na terceira parte desta pesquisa, examinar-se-á (...) por que a Verdade é superior à razão e assim mostrar-se-á por que, para Agostinho, Deus existe. (shrink)

This article proposes a novel interpretation of Montaigne’s and Bayle’s comments on Tacitus. My contention is that their Tacitism is a Foucauldian discourse on toleration. Toleration is an example of governmentality, a strategy to govern a population, not a genuine call for religious diversity. This novel reading applies to Michel de Montaigne’s Essays and Pierre Bayle’s Various Thoughts on the Occasion of a Comet and his Historical and Critical Dictionary. Montaigne’s essay On the Useful and the Honourable, he shows that (...) there is a difference between his public and private persona. The author discusses ideas of toleration in a Tacitist style. This happens in his essay Something Lacking in Our Civil Administrations, where the author laments the death of Sebastian Castalio and, indirectly, he supports his commitment to religious pluralism. As I will show, Montaigne embraces a Gallican belief system, which is more conciliatory Bayle a century later, discusses the same issues. In his Various Thoughts, he makes a case for toleration as a tool to manage a population. Ultimately, it will be clear how this plea for toleration is not a product of the Enlightenment, but it is rather a discourse to achieve societal compliance. (shrink)

Greg Janzen has recently criticised my defence of Frankfurt’s counterexample to the Principle of Alternate Possibilities by arguing that Jones avoids killing Smith in the counterfactual scenario. Janzen’s argument consists in introducing a new thought-experiment which is supposed to be analogous to Frankfurt’s and where the agent is supposed to avoid A-ing. Here I argue that Janzen’s argument fails on two counts, because his new scenario is not analogous to Frankfurt’s and because the agent in his new scenario does not (...) avoid A-ing. (shrink)

Pitch is an audible quality of sound which can be explained not only in terms of strong correlation with sound waves’ properties, but also by a neat correlation to the properties of the sounding object. This seems to be in favour of the theory of sound labelled “distal view”, according to which sound is the vibration of the sounding object.

Moving from the paradigms of “mentalization” and “reflective function”, this article develops the concept of “mentalizing” in organizations, understood as a process of construction of shared meaning in the work contexts, and whose absence or deterioration produces suffering in organizational experience, exposing individuals to significant psychosocial risks. This model converges in outlining a framework in which the absence of a reflective competence and the lack of symbolization of the experience of work fall on the perception of one's own job, and (...) on the relationship with colleagues and management, producing unsustainability of the work experience. The availability of reflective spaces that are inscribed in the ordinary dimension of work thus appears as a solution capable of promoting organizational well-being. (shrink)

My aim is to investigate the link between Plato’s Sophist and Gorgias’s treatise On What Is Not. This relationship is worth examining because Gorgias’s treatise constitutes an essential, but insufficiently studied stage in the intellectual journey leading from Parmenides to the Sophist. My claims are that 1) Plato’s agenda in the Sophist perfectly meets the challenges Gorgias raises in the first thesis of his treatise, that 2) this becomes clear once we focus on Gorgias’s and Plato’s respective use of the (...) verb ‘to be’ and, finally, that 3) Plato is able to overcome Parmenides’s impasse precisely because he deals with Gorgias’s treatise. (shrink)

Starting from Santner’s essay “Freud’s ‘Moses’ and the Ethics of Nomotropic Desire,” the article explores a remarkably intriguing and simultaneously debatable statement made by Sigmund Freud regarding the accusation of the murder of God as a central Christian source of anti-Semitism. This investigation leads into the differentiation between two bodies of the King of the Jews: Jesus Christ and Jesus Barabbas, through which early Christians not only distanced themselves from political messianism (“Barabbas”), but also assumed a political culpability, acknowledging their (...) own responsibility for Jesus’ crucifixion. In doing so, they distanced themselves from those who neither acknowledged nor confessed a shared culpability, thereby designating them as the “Jews.” This demarcation from political guilt serves as the foundation for a “politics of guilt” in the form of a demarcation from “Judaism.” This gave rise to Christian anti-Judaism, which Freud ultimately traced back to the distinction between acknowledgment and non-acknowledgment of guilt in his book Moses and Monotheism. Drawing on the dimension of preserving communal unity through the confession of guilt, this article proposes that the Christian model of collective guilt confession should not be simply understood as a desire to liberate oneself from the superego pressures, as, according to Santner, a “spiriting away of spirits and specters.” Instead, it can be comprehended as a novel means of preserving a community through the exclusion of those who do not join in the declaration of guilt. (shrink)

O objetivo deste artigo é o de delinear o conceito agostiniano de matéria assim como aparece no âmbito da hermenêutica de Gn. 1,1 do livro XII das Confessiones. Tendo em vista tal fim, na primeira fase deste estudo examinar-se-á o problema do estatuto ontológico da hyle, segundo a interpretação agostiniana das palavras céu e terra do primeiro versículo do Gênesis. Em seguida, isto é, no segundo momento, o intuito será o de esboçar a relação entre a matéria e o tempo, (...) à luz da análise agostiniana da falta de indicações concernentes ao dia da criação do céu e da terra em Gn. 1,1. Depois, na terceira fase deste estudo, analisar-se-á o tema da anterioridade da matéria informe à matéria formada na criação divina, segundo a hermenêutica agostiniana da narração genesiaca. Por fim, nas conclusões, analisar-se-á se e como as caracteristicas da hyle exprimem o limite da compreensão humana da Sagrada Escritura (Confessiones, VI). (shrink)

Criminal attempts require intent to commit an offence. But what constitutes such intent? Some cases are fairly straightforward. I act with intent to convert stolen goods if I intend that the goods I purchase be stolen. A man acts with intent to commit rape if he intends that the sexual intercourse be non-consensual. Other cases leave room for reasonable disagreement. Did a man intend to convert criminal property when he purchased goods which he suspected might be stolen? And did a (...) man intend to rape a woman when he tried to have intercourse with her and was reckless about consent? Does recklessness as to the circumstance elements of an offence suffice for intent? Building on the view that attempts are failed attacks (as opposed to acts of endangerment), I argue that recklessness about circumstances is not enough for intent since such recklessness amounts to an act of endangerment. This is not to suggest that a man does nothing wrong in trying to have sex with a woman while being reckless about consent; it is to argue that he should be convicted of an endangerment offence, rather than an attempt. If we take seriously the idea that attempts are failed attacks, and that attacks and endangerments constitute different types of moral wrong, we have good reason to preserve this distinction in our offence labels by insisting that the fault element for attempts should require at least knowledge or belief as to the relevant circumstances of an offence. (shrink)

A vast body of research shows largely positive associations between religiosity/spirituality (R/S) and positive well‐being outcomes. Such research has examined religious communities and general populations, but little is known about the relationship between R/S and well‐being among scientists, who typically tend to be less religious than the general public. Drawing on nationally representative survey data on physicists and biologists in India, Italy, the United Kingdom, and the United States (N = 3442), this study examines whether the relationship between R/S and (...) mental health holds for scientists, particularly during the COVID‐19 pandemic. We find that net of statistical controls, higher levels of religious and spiritual commitment are associated with significantly higher levels of well‐being and lower levels of psychological distress. Overall, the results indicate that a positive relationship between R/S and mental health holds even for scientists. The study's findings have implications for future analysis of the relationship between R/S and the well‐being of people working in other professions. (shrink)

What sort of thing is the mind? And how can such a thing at the same time - belong to the natural world, - represent the world, - give rise to our subjective experience, - and ground human knowledge? Content, Consciousness and Perception is an edited collection, comprising eleven new contributions to the philosophy of mind, written by some of the most promising young philosophers in the UK and Ireland. The book is arranged into three parts. Part I, Concepts and (...) Mental Content, which begins with an attack by Hans-Johann Glock on the representational theory of mind, addresses the nature of mental representation. Part II, Consciousness and the Metaphysics of Mind, concerns the prospects for a naturalistic metaphysics of the conscious mind. Finally, Part III, entitled Perception, pursues the project of giving a satisfactory philosophical account of perceptual experience. The book begins with an introductory essay by the editors, which provides an overview of the state of contemporary philosophy of mind, locating the articles to follow within that context. The individual chapters of Content, Consciousness and Perception are professional contributions to their respective areas, of interest to any philosopher of mind. The volume as a whole is ideal for non-specialists and students interested in getting to grips with the state of the art in contemporary philosophy of mind. -/- Praise for the book: 'If you want to know what the next but one generation of philosophers of mind are thinking about now, *Content, Consciousness and Perception * is a terrific place to look. This wide-ranging international collection is relevant to psychologists and cognitive scientists as well as philosophers.' Tim Williamson Wykeham Professor of Logic at Oxford University. (shrink)