This work presents a novel approach to forecast streaming big time series based on nearest similar patterns. This approach combines a clustering algorithm with a classifier and the nearest neighbours algorithm. It presents two separate stages: offline and online. The offline phase is for training and finding the best models for clustering, classification and the nearest neighbours algorithm. The online phase is to predict big time series in real time. In the offline phase, data are divided into clusters and a (...) forecasting model based on the nearest neighbours is trained for each cluster. In addition, a classifier is trained using the cluster assignments previously generated by the clustering algorithm. In the online phase, the classifier predicts the cluster label of an instance, and the proper nearest neighbours model according to the predicted cluster label is applied to obtain the final prediction using the similar patterns. The algorithm is able to be updated incrementally for online learning from data streams. Results are reported using electricity consumption with a granularity of |$10$| minutes for 4-hour-ahead forecasting and compared with well-known online benchmark learners, showing a remarkable improvement in prediction accuracy. (shrink)

An analysis of the extension of the Hawking-Penrose singularity theorem to Riemann-Cartan U4 space-times with torsion and spin density is undertaken. The minimal coupling principle in U4 is used to formulate a new expression for the convergence condition autoparallels in Einstein-Cartan theory. The Gödel model with torsion is given as an example.

Integrating power dependence and gender role theories, we investigate the interactive effects of followers’ gender and leaders’ Machiavellian orientation in predicting followers’ usage of upward influence tactics. Using a sample of 156 matched leader–follower dyads, we found that followers’ gender moderated the relationship between Time 1 leaders’ Machiavellian orientation and followers’ use of upward influence tactics at Time 2. Specifically, the relationship between Time 1 leaders’ Machiavellianism and Time 2 followers’ ingratiation was significant and positive for women followers and non-significant (...) for men followers, while the relationship between Time 1 leaders’ Machiavellianism and Time 2 followers’ assertiveness was significant and positive for men followers but non-significant for women followers. These results suggest that gender plays an important role in how followers react to Machiavellian leaders. The social and ethical implications of these findings are discussed. (shrink)

In the first section I briefly consider some stituations in which standard desert-claims would be disputed, with the aim of revealing why and by whom they are asserted or denied. Having attained some understanding of the point of different desert-statements, I propose an accound of their content that entails the thesis that statements of positive desert (deserving something desirable) sharply differ in meaning from statements of negative desert (deserving something undesirable), even when expressed in the same form. In the second (...) section I use this ambiguity thesis to argue against an appealing way of defending Hegel's claim that a wrongdoer has a right to be punished and against Kant's defense of the view that there is a duty to punish those who deserve it. I also show how an understanding of negative desert that recognizes the ambiguity thesis enables us to defend the ordinary view of mercy against Kantian criticisms and to reject the popular misconception that mercy is necessarily at odds with justice. In the third section I use the ambiguity thesis to rebut the common claim (found in Mill and Aristotle, among others) that it is unjust for a person to have or be given mone benefits than she deserves. I conclude by showing how an understanding of positive desert that recognizes the ambiguity thesis leads to a rejection both of certain complaints against traditional systems of private property and also of certain moralistic scruples that might give pause to those who acknowledge the moral duty to assist the needy. (shrink)

Code-based cryptography is currently the second most promising post-quantum mathematical tool for quantum-resistant algorithms. Since in 2022 the first post-quantum standard Key Encapsulation Mechanism, Kyber (a latticed-based algorithm), was selected to be established as standard, and after that the National Institute of Standards and Technology post-quantum standardization call focused in code-based cryptosystems. Three of the four candidates that remain in the fourth round are code-based algorithms. In fact, the only non-code-based algorithm (SIKE) is now considered vulnerable. Due to this landscape, (...) it is crucial to update previous results about these algorithms and their functioning. The Fujisaki-Okamoto transformation is a key part of the study of post-quantum algorithms and in this work we focus our analysis on Classic McEliece, BIKE and HQC proposals, and how they apply this transformation to obtain IND-CCA semantic security. Since after security the most important parameter in the evaluation of the algorithms is performance, we have compared the performance of the code-based algorithms of the NIST call considering the same architecture for all of them. (shrink)

This paper examines the points of disagreement between Petrus Camper and J. W. von Goethe regarding the existence of the inter-maxillary bone in humans as the link between man and the rest of nature. This historical case illustrates the fundamental role of aesthetic judgements in scientific discovery. Thus, I shall show how the eighteenth century discovery of the inter-maxillary bone in humans was largely determined by aesthetic factors—specifically, those sets of assumptions and criteria implied in the aesthetic schemata of Camper (...) and Goethe. I argue that the relevance of scientifically ascertainable morphological properties that count as evidence for the existence of bona fide anatomical structures depend on the aesthetic schema adopted by the communities assessing the classification. At the same time, I propose and explain mechanisms by which aesthetic considerations might determine the acceptability of empirical claims about the world. Based on the reconstruction of the arguments of Camper and Goethe, I conclude that aesthetic considerations play a substantive role in both the generation and preliminary evaluation of scientific hypotheses. This paper suggests a complementary relation between the mediation of aesthetic criteria in theory choice and in scientific discovery in that while aesthetic considerations in theory choice lead to conservatism; in the context of discovery they often lead to innovation. (shrink)

This paper criticizes the thesis that intending to do something is reducible to some combination of beliefs and desires. Against Audi's recent formulation of such a view I offer as counterexample a case wherein an agent who wants and expects to V has not yet decided whether to V and hence does not yet intend to. I try to show that whereas belief that one will V is not necessary for intending to V, as illustrated in cases of desperate attempts (...) to V, one cannot intend to V without preferring to V (rather than not V) and thus one cannot intend to V without, in some sense, wanting to V (at least wanting it in preference to not V-ing). The connection of one's intentions with one's objectives, attempts, plans, and hopes is briefly treated, and some influential work by Davidson is criticized. (shrink)

I first sketch an account of humility as a character trait in which we are unimpressed with our good, envied, or admired features, achievements, etc., where these lack significant salience for our image of ourselves, because of the greater prominence of our limitations and flaws. I situate this view among several other recent conceptions of humility (also called modesty), dividing them between the inward-directed and outward-directed, distinguish mine from them, pose problems for each alternative account, and show how my understanding (...) of humility captures truths present but exaggerated in several of them. Responding to some problems for my view, including what I call “Driver’s Paradox”(i.e., the strangeness of someone’s proclaiming ‘I’m humble!’), I suggest that some over-ambitious claims about our moral responsibilities may indicate a lack of proper humility. I discuss the relationship of the character trait of humility both to what humiliates and to what humbles, concluding with consideration of the background assumptions against which, and the circumstances in which, humility may reasonably be classified as a moral virtue. (shrink)

The paper defends the thesis that for S to V intentionally is for S to V as (in the way) S intended to. For the normal agent the relevant sort of intention is an intention that one's intention to V generate an instance of one's V-ing along some (usually dimly-conceived) productive path. Such an account allows us to say some actions are intentional to a greater or lesser extent (a desirable option for certain cases of wayward causal chains), preserves the (...) intuitive link between intention and intentionally, and supports the common sense view that the concept of intending is more basic than those of acting with an intention and of acting intentionally. The remainder of the paper responds to certain apparent counter-examples offered by Audi, Harman, and Bratman. In the course of this, I discuss connections between intending to V and hoping to V, and I argue that one can intend to do what one doesn't expect to do, and that one always intends what one attempts. (shrink)

This essay applies to the morality of lying and other deception a sketch of a kind of virtues-based, input-driven, role-centered, patient-focused, ethical theory. Among the questions treated are: What is wrong with lying? Is it always and intrinsically immoral? Can it be correct, as some have vigorously maintained, that lying is morally wrong in some circumstances where other forms of deliberate dissimulation are not? If so, how can that be? And how can it be that lying to someone is immoral (...) when other, harsher ways of treating her are permissible? The essay examines several responses to the first question, and suggests that lying violates morality as an excessive departure from the role-derived virtues of charity and justice: the liar wills another person the evil of false belief precisely in the proposition for which the speaker offers her assurance and takes special responsibility in asserting. So conceived, lying is an especially egregious form of treachery and degrading manipulation of another person. Appeal is then made to the gravity inherent in lying so conceived to suggest ways of answering the other questions which would support the traditional Augustinian claim that lying is inherently impermissible and ineligible in circumstances where other forms of deliberate deception may not be, and even in situations where violent attack may be permissible.At the end, a taxonomy of more and less rigorist positions of lying is offered. A tentative proposal is made that, while consistent with the traditional Augustinian rigorist position that Iving is always immoral, nevertheless has some features that may slightly soften that view’s practical application. The proposed view does this in a way similar to that in which allowing moral dilemmas may soften it, for allowing dilemmas means there may be cases where an act of a type always immoral may still be more eligible than any alternative. However, it is maintained that the view here proposed need not countenance genuine dilemmas. (shrink)

Prof. Alberto Urquidez, in an important recent article that appears in different form in his book, Redefining Racism, offers an informed, sustained, careful, multi-pronged, and sometimes original critique of the volitional analysis of racism, which I have proposed in a series of articles over the past two dozen years. Here I expand and improve VAR’s analysis of paternalistic racists and their beliefs, clarify its ‘infection’-model’s explanation of racism’s spread and variety, and lay out what it is for something to be (...) ‘characteristically’ racist, an understanding that I then use to offer a unified account of the way in which both certain physical objects and certain abstract objects can properly be called racist. Identifying and engaging some presuppositions behind Urquidez’s social, political, and moral criticisms of VAR, I respond to complaints from him and others, showing that VAR’s content is neither politically conservative nor dependent on religious doctrine, and point out that race theory would in fact profit from taking more seriously and internalizing the Christian morality of most African-Americans. (shrink)

Two major objections to divine atemporality center on supposed tensions between the claim that God is omniscient and the claim that he is timeless. Since most defenders of divine timelessness are even more firmly committed to omniscience, driving a wedge between the two is intended to convert such persons to a temporal view of God. However, I believe that both arguments fail to demonstrate an incompatibility between omniscience and timelessness, and that the objections themselves rest in large part on misunderstandings (...) regarding both the motivation for and substance of the doctrine of divine timelessness. (shrink)

La Meditacion. Luis Mojica Sandoz. Editorial Universitaria, Universidad de Puerto Rico 1979, Apartado de Correos X, Rio Piedras, P. R. 00931.

Drawing chiefly on recent sources, in Part One I sketch an untraditional way of articulating what I claim to be central elements of traditional Catholic morality, treating it as based in virtues, focused on the recipients (“patients”) of our attention and concern, and centered in certain person-to-person role-relationships. I show the limited and derivative places of “natural law,” and therefore of sin, within that framework. I also sketch out some possible implications for medical ethics of this approach to moral theory, (...) and briefly contrast these with the influential alternative offered by the “principlism” of Beauchamp and Childress. In Part Two, I turn to a Catholic understanding of the nature and meaning of human suffering, drawing especially on writings and addresses of the late Pope John Paul II. He reminds us that physical and mental suffering can provide an opportunity to share in Christ's salvific sacrifice, better to see the nature of our earthly vocation, and to reflect on the dependence that inheres in human existence. At various places, and especially in my conclusion, I suggest a few ways in which this can inform bioethical reflection on morally appropriate responses to those afflicted by physical or mental pain, disability, mental impairment, disease, illness, and poor health prospects. My general point is that mercy must be informed by appreciation of the person's dignity and status. Throughout, my approach is philosophical rather than theological. (shrink)

I here respond to several points in Faucher and Machery’s vigorous and informative critique of my volitional account of racism (VAR). First, although the authors deem it a form of "implicit racial bias," a mere tendency to associate black people with "negative" concepts falls short of racial "bias" or prejudice in the relevant sense. Second, such an associative disposition need not even be morally objectionable. Third, even for more substantial forms of implicit racial bias such as race-based fear or disgust, (...) Faucher and Machery offer no account or explanation of when we should consider these racist, in whom, in what respect(s), or why. So, findings of implicit racial bias pose no clear objection to VAR. Fourth, because VAR allows not only racial hate, but also callous indifference, disdain, and other forms of racially driven disregard, to be racist,VAR is not "psychologically monist." Fifth, as VAR allows racist attitudes to be immoral in more than one way, offending against both the moral virtues of benevolence and justice, VAR is not "morally monist" either. I also reveal problems with some of Faucher and Machery’s other claims: Faucher and Machery take too narrow a conception of the types of psychology that can contribute to understanding racism; the internal complexity of hatred, which they approvingly mention, is irrelevant to VAR’s truth and undermines part of their criticism of VAR; whether some forms of racial bias are "racial ills" is irrelevant to VAR, which only analyzes racism; over-attention to implicit racial bias may cloak or exacerbate some of our society’s racial ills, or even constitute a new one. I conclude by noting that Faucher and Machery are not just critics of VAR but also allies of VAR in important controversies against those who insist racism lies primarily in social structures and institutions. (shrink)

Alternative splicing (AS) is a widespread mechanism with an important role in increasing transcriptome and proteome diversity by generating multiple different products from the same gene. Evolutionary studies of AS have focused primarily on the conservation of alternatively spliced sequences or of the AS pattern of those sequences itself. Less is known about the evolution of the regulation of AS, but several studies, working from different perspectives, have recently made significant progress. Here, we categorize the different levels of AS evolution, (...) and summarize the studies on evolution of AS regulation, which point to a high level of evolutionary conservation of the regulation of AS events conserved between related species. This suggests that the quantitative regulation of AS is an intrinsic part of AS function. We discuss the potential role of changes in developmental regulation of AS as an additional layer in complex gene regulatory networks and in the emergence of genetic novelties. (shrink)