Designing a data-responsive system requires accurate input to ensure efficient results. The growth of technology in sensing methods and the needs of various kinds of data greatly impact data fusion (DF)-related study. A coordinative DF framework entails the participation of many subsystems or modules to produce coordinative features. These features are utilized to facilitate and improve solving certain domain problems. Consequently, this paper proposes a general Multiple Coordinative Data Fusion Modules (MCDFM) framework for real-time and heterogeneous data sources. We develop (...) the MCDFM framework to adapt various DF application domains requiring macro and micro perspectives of the observed problems. This framework consists of preprocessing, filtering, and decision as key DF processing phases. These three phases integrate specific purpose algorithms or methods such as data cleaning and windowing methods for preprocessing, extended Kalman filter (EKF) for filtering, fuzzy logic for local decision, and software agents for coordinative decision. These methods perform tasks that assist in achieving local and coordinative decisions for each node in the network of the framework application domain. We illustrate and discuss the proposed framework in detail by taking a stretch of road intersections controlled by a traffic light controller (TLC) as a case study. The case study provides a clearer view of the way the proposed framework solves traffic congestion as a domain problem. We identify the traffic features that include the average vehicle count, average vehicle speed (km/h), average density (%), interval (s), and timestamp. The framework uses these features to identify three congestion periods, which are the nonpeak period with a congestion degree of 0.178 and a variance of 0.061, a medium peak period with a congestion degree of 0.588 and a variance of 0.0593, and a peak period with a congestion degree of 0.796 and a variance of 0.0296. The results of the TLC case study show that the framework provides various capabilities and flexibility features of both micro and macro views of the scenarios being observed and clearly presents viable solutions. (shrink)

In a previous article (2019), I motivated and defended the idea of teaching philosophy through computer science. In this article, I will further develop this idea and discuss how machine learning can be used for pedagogical purposes because of its tight affinity with philosophical issues surrounding induction. To this end, I will discuss three areas of significant overlap: (i) good / bad data and David Hume’s so-called Problem of Induction, (ii) validation and accommodation vs. prediction in scientific theory selection (...) and (iii) feature engineering and Nelson Goodman’s so-called New Riddle of Induction. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Commentary on “Spiritual Experience and Psychopathology”Francis G. Lu (bio), David Lukoff (bio), and Robert P. Turner (bio)Jackson and Fulford have written an impor-tant paper which addresses an area of increasing interest in the United States—the relationship between religious/spiritual experiences and psychopathology. Using primarily the Present State Examination as the diagnostic framework, the authors describe in rich clinical detail three patients where certain phenomena lead to a possible diagnosis (...) of schizophrenia. However, the patients’ outcomes were uniformly positive—how can this be? The authors argue persuasively for the importance of a contextual assessment “in which psychotic phenomena themselves are embedded in the values and beliefs of the person concerned.” In this commentary, we will first present innovations in the DSM-IV relevant to cultural and religious/spiritual issues, which complement the authors’ conclusions, and then comment upon the paper from this perspective.In the DSM-IV Introduction (1994), a section entitled “Ethnic and Cultural Considerations” provides a rationale for innovations in DSM-IV that better enables its use with culturally diverse individuals: “A clinician who is unfamiliar with the nuances of an individual’s cultural frame of references may incorrectly judge as psychopathology those normal variations in behavior, belief, or experience that are particular to the individual’s culture. For example, certain religious practices or beliefs (e.g., hearing or seeing a deceased relative during bereavement) may be misdiagnosed as manifestations of a Psychotic Disorder” (xxiv). In the introduction, three types of information are cited: 1) sections entitled “Age, Gender and Cultural Considerations” in the text of ninety diagnostic categories discuss clinical variations due to these factors; 2) an Outline for Cultural Formulation designed to assist the clinician in systematically evaluating and reporting the impact of the individual’s cultural context; and 3) a Glossary of Culture-Bound Syndromes. These innovations, based on recommendations of the NIMH Workgroup on Culture, Diagnosis and Care to the Task Force on DSM-IV, are described in extensive detail in an important recent book (Mezzich, Kleinman, Fabrega, and Parron 1996).As an example of the importance of the Age, Gender, and Cultural Consideration section relevant to religious and spiritual experiences, consider the section in the text describing schizophrenia, where the following appears: “Clinicians assessing the symptoms of Schizophrenia in socioeconomic or cultural situations that are different from their own must take cultural differences into account. Ideas that may appear to be delusional in one culture (e.g., sorcery and witchcraft) may be commonly held in another. In some cultures, visual or auditory hallucinations with a [End Page 75] religious content may be a normal part of religious experience (e.g., seeing the Virgin Mary or hearing God’s voice)” (281). Secondly, in the analogous section of the text describing Brief Psychotic Disorder, the following appears: “It is important to distinguish symptoms of Brief Psychotic Disorder from culturally sanctioned response patterns. For example, in some religious ceremonies, an individual may report hearing voices, but these do not generally persist and are not perceived as abnormal by most members of the person’s community” (303).The Outline for Cultural Formulation provides the clinician a concise tool to specify the following information concerning the cultural context that is relevant to clinical care: cultural identity of the individual, cultural explanations of the individual’s illness, cultural factors related to psychosocial environment and levels of functioning, cultural elements of the relationship between the individual and the clinician, and overall cultural assessment for diagnosis and care. Religion is explicitly mentioned in the third section so as to encourage the assessment of “the role of religion... in providing emotional, instrumental, and information support” (1994, 844). This outline for cultural formulation is more fully explicated in a recent chapter by Lu, Lim, and Mezzich (1995).A major innovation in DSM-IV relevant to this topic is the new diagnostic category entitled Religious or Spiritual Problem defined as follows: “This category can be used when the focus of clinical attention is a religious or spiritual problem. Examples include distressing experiences that involve loss or questioning of faith, problems associated with conversion to a new faith, or questioning of spiritual values that may not necessarily be related to an organized... (shrink)

The success of movies like The Artist and Hugo recreated the wonder and magic of silent film for modern audiences, many of whom might never have experienced a movie without sound. But while the American silent movie was one of the most significant popular art forms of the modern age, it is also one that is largely lost to us, as more than eighty percent of silent films have disappeared, the victims of age, disaster, and neglect. We now know about (...) many of these cinematic masterpieces only from the collections of still portraits and production photographs that were originally created for publicity and reference. Capturing the beauty, horror, and moodiness of silent motion pictures, these images are remarkable pieces of art in their own right. In the first history of still camera work generated by the American silent motion picture industry, David S. Shields chronicles the evolution of silent film aesthetics, glamour, and publicity, and provides unparalleled insight into this influential body of popular imagery. Exploring the work of over sixty camera artists, Still recovers the stories of the photographers who descended on early Hollywood and the stars and starlets who sat for them between 1908 and 1928. Focusing on the most culturally influential types of photographs—the performer portrait and the scene still—Shields follows photographers such as Albert Witzel and W. F. Seely as they devised the poses that newspapers and magazines would bring to Americans, who mimicked the sultry stares and dangerous glances of silent stars. He uncovers scene shots of unprecedented splendor—visions that would ignite the popular imagination. And he details how still photographs changed the film industry, whose growing preoccupation with artistry in imagery caused directors and stars to hire celebrated stage photographers and transformed cameramen into bankable names. Reproducing over one hundred and fifty of these gorgeous black-and-white photographs, Still brings to life an entire long-lost visual culture that a century later still has the power to enchant. (shrink)

Neural reuse theories should interest developmental psychologists because these theories can potentially illuminate the developmental relations among psychological characteristics observed across the lifespan. Characteristics that develop by exploiting pre-existing neural circuits can be thought of as developmental homologues. And, understood in this way, the homology concept that has proven valuable for evolutionary biologists can be used productively to study psychological/behavioral development.

In a previous article, I attempted to assess the likely impact of the most prominent versions of the therapeutic misconception (TM) on research subjects’ informed consent. I concluded that the TM is not nearly as significant a concern as is commonly thought, and that focusing on it is more likely to undermine than promote research subjects’ informed consent.A recent commentary rejects these conclusions, as least as they pertain to the “consensus” definition of the TM. The authors of the commentary argue (...) that work on the TM remains central to ensuring the appropriateness of research subjects’ consent and, by implication, the ethical acceptability of clinical research.The present work evaluates the arguments offered in support of these claims. This analysis reveals that the authors offer few substantive responses to my arguments, and the responses they do offer fail to undermine my prior conclusions. Furthermore, consideration of an additional issue—the emergence of learning healthcare systems—suggests that the TM is likely to be even less significant in the future, hence, focusing on it may be even more problematic than I argued previously. (shrink)

Although Mealey's account provides several interesting hypotheses, her integration across disparate samples renders the value of her explanation for psychopathy ambiguous. Recent evidence on Psychopathy Checklist-identified samples (Hare, 1991) suggests primary emotional and cognitive deficits inconsistent with her model. Whereas high-anxious psychopaths display interpersonal deficits consistent with Mealey's hypotheses, low-anxious psychopaths' deficits appear more sensitive to situational parameters than predicted.

I argue that (a) the causal theory of proper names and (b) Kripke's chain of references thesis are logically independent of each other, and that the case for (a) is very weak. I observe that rejecting (a) we lose one powerful reason for treating proper names as rigid designators. I then consider reasons for subscribing to (b), and I argue that (b) is compatible with either a rigid or a non-rigid (descriptive) semantic treatment of proper names.

Dietrich Bonhoeffer’s account of a transnational “confessing” church, developed with allusion to W.E.B. Du Bois, offers critical potential for addressing the problem of the global color line. To make this case, I first trace the ways in which Du Bois’s and Bonhoeffer’s German–American exchange studies contribute to their critical standpoints. Bonhoeffer’s “Protestantism without Reformation” is then examined to show that its view of American denominations is not mere German paternalism but a critique of how atomized churches can mask racial segregation, (...) even as it takes seriously America’s founding as a “nation of refugees.” Finally, Bonhoeffer’s references to intercultural encounter, particularly with respect to the Jewish diaspora in his later Ethics, provide for the extension of his ecclesiology beyond Germany and the “West.” Specifically, Du Bois’s own creedal language and pan-Africanism require that a truly global confession of the “form of Christ” must attend to unrecognized histories from the “Black Atlantic.”. (shrink)

This essay challenges the portrayal of philosophical idealism as sinful ‘confinement in the self’, arguing that this obscures a relationship between Hegel and Bonhoeffer characterised by variation rather than contradiction. I first trace a limited congeniality between their respective critiques of the ‘beautiful soul’ and the ‘privately virtuous’, showing how both thinkers resist moral isolation through the call to confession. Second, I follow their attempts to overcome an oppositional logic between such social exchange and divine agency, rooted in the syntax (...) of Hegel’s phrase ‘God existing as community’. This provides sharper focus to Bonhoeffer’s variations, changing the subject from God to Christ and the attendant act from reciprocal confession to intercessory prayer. Rather than merely defensive revision, I argue that this reveals an agile Christology which can sustain an ethical posture of ‘being for others’ through the withheld confession and broken trust typical of a communion of sinners. (shrink)

This is an introductory talk on why I am not a consequentialist. I am not going to go into the details of consequentialist theory, or to compare and contrast different versions of consequentialism. Nor am I going to present all the reasons I am not a consequentialist, let alone all the reasons why you should not be one. All I want to do is focus on some key problems that in my view, and the view of many others, make consequentialism (...) a totally unacceptable moral theory – a theory about what is right, what is good, or obligatory, or forbidden, or permissible, or praiseworthy. So let me begin by giving a basic definition of consequentialism, one all supporters of the view can agree on. Consequentialism is the theory that the fundamental aim of morality is to maximize value. Now I was tempted to say ‘sole aim’, but some consequentialists will disagree with that. They might hold, for instance, that one of the aims of morality is to abide by certain rules, or to cultivate certain virtues. But for them, what gives obedience to a rule or the cultivation of a virtue its point is that, ultimately, such behaviour maximizes value. So although maximizing value might not be the sole aim of morality – the sole answer to the question ‘What should I do to be good?’ and similar questions – still it is the fundamental aim of morality, and all other kinds of decision, action, and so on, derive their justification by reference to it. For my purposes, then, the difference between ‘sole’ and ‘fundamental’ is merely terminological. Now the first thing that might occur to someone is a pair of simple questions. Why should anyone believe that the fundamental aim of morality is to maximize value? What intuitive force does the idea even have in the first place? These are good questions. I was a consequentialist once, and I don’t think I ever posed them to myself. I just took it as understood that since so many philosophers were consequentialists, and since so many of my fellow students were as well, then even if it were ultimately shown not to be true, the maximization thought (as I will call it) was at least the obvious place to start when one did ethics.. (shrink)

(1999). Critical hermeneutics and American legal interpretation:A search for the meaning of new york times v. sullivan. Angelaki: Vol. 4, Judging the law, pp. 173-188.

Narratives of Tampering in the Earliest Commentaries on the Qurʾān. By Gordon Nickel. History of Christian-Muslim Relations, vol. 13. Leiden: Brill, 2011. Pp. xx + 244. $146.

The essays in this volume are a contribution to this process of reappraisal, focusing specifically on the phenomena of scepticism and millenarianism, especially ...

Threat avoidance involves both detection of a threatening stimulus and reaction to it. We demonstrate with empirically validated stimuli that threat detection is more pronounced among males, whereas threat reactivity is more pronounced among females. Why women are less efficient detectors of threat challenges Benenson et al.'s conceptual analysis.

Moral foundations theory has provided an account of the moral values that underscore different cultural and political ideologies, and these moral values of harm, fairness, loyalty, authority, and purity can help to explain differences in political and cultural ideologies; however, the extent to which moral foundations relate to strong social ideologies, intergroup processes and threat perceptions is still underdeveloped. To explore this relationship, we conducted two studies. In Study 1, we considered how the moral foundations predicted strong social ideologies such (...) as authoritarianism and social dominance orientation as well as attitudes toward immigrants. Here, we demonstrated that more endorsement of individualizing moral foundations was related to less negative intergroup attitudes, which was mediated by SDO, and that more endorsement of binding moral foundations was related to more negative attitudes, which was mediated by RWA. Crucially, further analyses also suggested the importance of threat perceptions as an underlying explanatory variable. Study 2 replicated these findings and extended them by measuring attitudes toward a different group reflecting an ethnic minority in the United States, and by testing the ordering of variables while also replicating and confirming the threat effects. These studies have important implications for using MFT to understand strong ideologies, intergroup relations, and threat perceptions. (shrink)

This is a brief response to Stephen Buckle's paper 'Biological Processes and Moral Events', Journal of Medical Ethics 14 (1988): 144-7, in which Buckle argues that the continuity of early human development does not preclude there being 'morally significant' events, such as syngamy, that set boundaries for the permissibility of human embryo experimentation. I reply to Buckle that the very continuity at issue does indeed preclude the existence of such 'morally significant' events, and that the Australian Senate Select Committee on (...) Human Embryo Experimentation (1985) was, contra Buckle, not confused about this matter. ERRATUM: middle column, line 3 from bottom: 'fifteen days later' should read 'one day later'. (shrink)

The world of science was stunned, and the hopes of many people dashed, when Professor Hwang Woo Suk of Seoul National University was recently found guilty of massive scientific fraud. Until January 2006 he was considered one of the world’s leading experts in cloning and stem cell research. Yet he was found by his own university to have fabricated all of the cell lines he claimed, in articles published in Science in 2004 and 2005, to have derived from cloned human (...) embryos. By the time he was exposed, Hwang had been given the title of leading scientist in Korea by his government. A postage stamp had been issued in his honour, showing a paralysed man leaping out of a wheelchair to embrace his lady love. Schoolchildren read specially produced stories of the indefatigable scientist who supposedly worked 365 days a year for the sake of saving humanity from disease and disability. When I spoke on the ethical wrongness of human embryonic stem cell research at a major conference in San Francisco in 2005, I overheard scientists — professors of high repute and excited graduate students alike — speaking in awed tones of the incredible technical skill that Hwang and his team were thought to have displayed. He told N din re Medicine that his dexterity was a cultural inheritance: "This work can be done much better in Oriental hands. We can pick up very slippery corn or rice with steel chopsticks.'. (shrink)