Connected vehicle fleets have formed significant component of industrial internet of things scenarios as part of Industry 4.0 worldwide. The number of vehicles in these fleets has grown at a steady pace. The vehicles monitoring with machine learning algorithms has significantly improved maintenance activities. Predictive maintenance potential has increased where machines are controlled through networked smart devices. Here, benefits are accrued considering uptimes optimization. This has resulted in reduction of associated time and labor costs. It has also provided significant increase (...) in cost benefit ratios. Considering vehicle fault trends in this research predictive maintenance problem is addressed through hybrid deep learning-based ensemble method (HDLEM). The ensemble framework which acts as predictive analytics engine comprises of three deep learning algorithms viz modified cox proportional hazard deep learning (MCoxPHDL), modified deep learning embedded semi supervised learning (MDLeSSL) and merged LSTM (MLSTM) networks. Both sensor as well as historical maintenance data are collected and prepared using benchmarking methods for HDLEM training and testing. Here, times between failures (TBF) modeling and prediction on multi-source data are successfully achieved. The results obtained are compared with stated deep learning models. This ensemble framework offers great potential towards achieving more profitable, efficient and sustainable vehicle fleet management solutions. This helps better telematics data implementation which ensures preventative management towards desired solution. The ensemble method's superiority is highlighted through several experimental results. (shrink)

Prior left us with a problem which he stated in the following way: ‘Very roughly, it would seem that countable “things” are made or grow from bits of stuff, or from other countable “things”, that are already there. The precise logic of this process hasn’t been worked out yet, and until it has been, it seems likely that any tensed predicate logic can only be provisional in character.’ Although I disagree with much of the philosophy of time underlying Priorean tense (...) logic, the problem of presenting a coherent view of ‘countable things’ and ‘bits of stuff’ within a framework accommodating temporal reference and modal expressions along broadly the lines Prior proposed remains an interesting one. The present paper sketches a general framework within which more specific questions raised by this general issue can be addressed, and makes a number of tentative suggestions without, however, proceeding so far as to settle on and develop a definite logical theory. (shrink)

Human freedom and the autonomy of art : Adorno as a reader of Kant -- The ephemeral and the absolute : provisional notes to Adorno's aesthetic theory -- Aesthetic violence : the concept of the ugly in Adorno's aesthetic theory -- Reality, realism, and representation -- A precarious balance : Adorno and German classicism.

This is the first volume of a new series of translations and commentaries on the individual treatises of Plotinus’ Enneads, edited by John Dillon and Andrew Smith. This series is the first of its kind in English, and thus constitutes a major contribution to English language scholarship on Plotinus and late ancient philosophy. Similar to the French series published by Les Éditions du Cerf, this series provides detailed discussions of individual treatises. The present volume consists of an introduction to the (...) series by the editors, and an introduction, translation, and commentary of Ennead IV. 8 by Barrie Fleet. (shrink)

Ottoman Women in Public Space prend pour sujet la question de l’invisibilité des femmes dans l’espace ottoman, du fait de leur réclusion domestique. Malgré de nombreux travaux récents réfutant une lecture trop extrémiste de cette logique ségrégative ottomane à l’égard des femmes, force est de constater une forme de résistance de principe à leur égard. Devant un tel aveuglement, on ne peut que féliciter et remercier les auteures pour cet ouvrage, qui recentre le débat sur la question essentiel...

The hydrogen market in the world today is capable ovule and empirical evidence on activity of patents in fuel cells and hydrogen production is limited so far. Patent applications in zero-emission mobility in the aspect of fuel cells include: DAFC/dmfc&dmfc, PEMFC, SOFC, AFC, PAFC. As for the patents relating to the hydrogen production, they concern low carbon, electrolysis and inorganic. The purpose of the study was to investigate certain aspects of the activity of patents in fuel cells and hydrogen production (...) in the context of passenger car fleet in the Visegrad group (V4) countries and to explore the relationship between patent registrations and GDP per capita in V4. The research area relates to the answer to the question of whether a country’s involvement in zero-emission patent activity (patents in fuel cells and hydrogen production) could contribute to the renewal of the country’s passenger car fleet. The theses were formulated as follows: 1) activity of patents in fuel cells and hydrogen production in the V4 countries doesn’t depend on the car fleet in these countries, 2) the level of GDP per capita in the V4 countries is not followed by the number of patents registrations in hydrogen technology, 3) the highest patent activity in fuel cells and hydrogen production doesn’t mean that the car fleet in these country will be zero-emission in coming years. The method used in this article is a comparative analysis, but also the relationships between patent registrations, GDP per capita and passenger car fleet in V4 are considered. (shrink)

In 1810, after establishing a reputation as Europe's most prolific philosopher, F. W. J. Schelling embarked on his most ambitious project, The Ages of the World. For over a decade he produced multiple drafts of the work before finally conceding its failure, a "failure" in which Heidegger, Jaspers, Voegelin, and many others have discerned a pivotal moment in the history of philosophy. Slavoj Zizek calls this text the "vanishing mediator," the project that, even while withheld and concealed from view, connects (...) the epoch of classical metaphysics that stretches from Plato to Hegel with the post-metaphysical thinking that began with Marx and Kierkegaard. Although drafts of the second and third versions from 1813 and 1815 have long been available in English, this translation by Joseph P. Lawrence is the first of the initial 1811 text. In his introductory essay, Lawrence argues for the importance of this first version of the work as the one that reveals the full sweep of Schelling's intended project, and he explains its significance for concerns in modern science, history, and religion. (shrink)

The speeches of Nicias and Alcibiades in the debate leading up to the launching of the Sicilian expedition contain a significant number of words, phrases, and themes that recur in Thucydides' later chapters reporting the launching of the expedition and its ultimate fate in Sicily. The verbal and thematic echoes often consist of words of sight and hearing; among the recurring themes are rivalry and competition, the contrast between public and private expenditures, and the desire for acquisition and financial profit.

This chapter contains section titled: “We're in the Middle of a War, and You're Taking Orders from a Schoolteacher?” “While the Chain of Command is Strict, It is Not Heartless. And Neither Am I” Helo's Halo: Can Genocide Ever be Justified? “It's Not Enough to Survive. One Has to be Worthy of Surviving” Notes.

The notion of context arises in assorted areas of artificial intelligence (AI), including knowledge representation, natural language processing, intelligent information retrieval, etc. Although the term ‘context’ is frequently employed in descriptions, explanations, and analyses of computer programs in these areas, its meaning is frequently left to the reader’s understanding. -/- My aim in this paper is to offer a swift review of context in AI. I will first identify the role of context in various fields of AI. I will then (...) consider the enterprise of formalising context. The focus of my discussion will be McCarthy's (1993) proposal – a landmark study that inspired almost every logical theory of context since then – and its close variants, studied by his students. -/- (The author is grateful to Prof. Carlo Penco for his invaluable assistance with this work.). (shrink)

In Eros and Civilization, Marcuse claims that the two fundamental drives of civilization, namely, Eros and Thanatos, may eventually be reconciled. Such reconciliation, Marcuse contends, could potentially lead to new, utopian possibilities for humankind. However, Marcuse’s argument is deeply flawed: he equates time with death and therefore only defeats a straw man. Thus, it may be argued that Marcuse’s entire project in Eros and Civilization not only remains incomplete, but indeed fails. In the following paper, I demonstrate—by relying on Heidegger’s (...) understanding of temporality in Being and Time—that it may still be possible to reconcile Eros and temporality after all. I conclude that Marcuse’s project may still be viable, but only by reconciling time with Eros, and not death. (shrink)

For better or worse, deliberately or accidentally, the title of this volume is very obviously a derivative of that of Suraiya Faroqhi’s Making a Living in the O.

Schedule planning is one of the most crucial issues for any airline company, because the profit of the company directly depends on the efficiency of the schedule. This paper presents a novel scheduling method which solves problems related to time scheduling, fleet assignment and maintenance routing simultaneously by Genetic Algorithms. Every schedule constraint is embeded in the fitness function, which is described as an object oriented model and works as a simulater developing itself over time, and whose solution is (...) executable without human correction. The schedular is able to solve the problems involving several hundred flights in a few hours, and the solutions are superior or equivalent to those by human experts in terms of the estimated profit. (shrink)

The Easybeats’ 1960s career is viewed as being in two halves. In the first, they played pop songs composed by Stevie Wright and George Young. The group was incredibly successful in Australia spawning the term Easyfever to describe the adulation heaped on them by mainly teenage girls. In the second half, the group go to England and Young starts writing with Harry Vanda. The group had one huge international hit ‘Friday On My Mind’ and then their popularity declines as their (...) audience loses interest in the group’s more complex music and seemingly sophisticated lyrics. In this article I argue that the earlier songs can be read in terms of power pop avant la lettre and that a continuity can be discerned between the earlier songs and certain key later songs as Vanda and Young begin to develop a harder melodic rock sound anchored in power pop aesthetics that will be the template for AC/DC, a group that included Young’s two younger brothers, and which helped define the generic form of Oz rock. I argue for the importance of Snowy Fleet’s Merseybeat experience in the creation of the early sound, analyse the group’s appeal for teenage girls and discuss the later song ‘Good Times’ as a melodic hard rock precursor of the kind of music played by AC/DC. (shrink)

Memory is fleeting. New material rapidly obliterates previous material. How, then, can the brain deal successfully with the continual deluge of linguistic input? We argue that, to deal with this “Now-or-Never” bottleneck, the brain must compress and recode linguistic input as rapidly as possible. This observation has strong implications for the nature of language processing: (1) the language system must “eagerly” recode and compress linguistic input; (2) as the bottleneck recurs at each new representational level, the language system must build (...) a multilevel linguistic representation; and (3) the language system must deploy all available information predictively to ensure that local linguistic ambiguities are dealt with “Right-First-Time”; once the original input is lost, there is no way for the language system to recover. This is “Chunk-and-Pass” processing. Similarly, language learning must also occur in the here and now, which implies that language acquisition is learning to process, rather than inducing, a grammar. Moreover, this perspective provides a cognitive foundation for grammaticalization and other aspects of language change. Chunk-and-Pass processing also helps explain a variety of core properties of language, including its multilevel representational structure and duality of patterning. This approach promises to create a direct relationship between psycholinguistics and linguistic theory. More generally, we outline a framework within which to integrate often disconnected inquiries into language processing, language acquisition, and language change and evolution. (shrink)

What is this fleeting experience that sometimes hits us when we listen to music? Through several short essays adapted from lectures given at Vanderbilt University between 2008 and 2012, author Joshua McGuire answers this question while exploring what it takes to become better listeners of music. McGuire's premise is that listening to music in a fuller way shows us a fuller way to live, clarifying the way we listen to everything. Ironically, better listening involves a recognition of the absence of (...) time experienced amidst profound silence. After all, the purpose of music is to bring us to silence. "As we listen, we become the silence in which music happens. We disappear.". (shrink)

This chapter contains section titled: “Red, You're an Evil Cylon” “You Can't Fight Destiny”—or Can You? Manichaean “Sleeper Agents” “A Broken Machine Who Thinks She's Human” Will the Real Boomer Please Stand Up? “We Should Just Go Our Separate Ways” Notes.

Micro-expressions, as fleeting facial expressions, are very important for judging people’s true emotions, thus can provide an essential behavioral clue for lie and dangerous demeanor detection. From embodied accounts of cognition, we derived a novel hypothesis that facial feedback from upper and lower facial regions has differential effects on micro-expression recognition. This hypothesis was tested and supported across three studies. Specifically, the results of Study 1 showed that people became better judges of intense micro-expressions with a duration of 450 ms (...) when the facial feedback from upper face was enhanced via a restricting gel. Additional results of Study 2 showed that the recognition accuracy of subtle micro-expressions was significantly impaired under all duration conditions (50 ms, 150 ms, 333 ms, and 450 ms) when facial feedback from lower face was enhanced. In addition, the results of Study 3 also revealed that blocking the facial feedback of lower face, significantly boosted the recognition accuracy of subtle and intense micro-expressions under all duration conditions (150 ms and 450 ms). Together, these results highlight the role of facial feedback in judging the subtle movements of micro-expressions. (shrink)

Research on the specific features of daydreaming compared with mind-wandering and night dreaming is a neglected topic in the philosophy of mind and the cognitive neuroscience of spontaneous thought. The extant research either conflates daydreaming with mind-wandering (whether understood as task-unrelated thought, unguided attention, or disunified thought), characterizes daydreaming as opposed to mind-wandering (Dorsch, 2015), or takes daydreaming to encompass any and all “imagined events” (Newby-Clark & Thavendran, 2018). These dueling definitions obstruct future research on spontaneous thought, and are insufficiently (...) precise to guide empirical studies. They also fail to illuminate the phenomenal core of daydreaming, namely, its dreamlike qualities. Although daydreaming is related to both mind-wandering and narrative imagination, it is not reducible to either. We argue that daydreams are experiences of spontaneous, immersive imagination in the waking state. The main task of our investigation is to distinguish daydreaming, conceptually and phenomenologically, from mind-wandering, on the one hand, and night dreaming, on the other. Although daydream experiences can vary widely, we distinguish prototypical experiences of daydreaming from adjacent imaginative activity, including fleeting imagery and “focused daydreaming,” or crafted visualization. We consider our phenomenological analysis as preparatory work for conceptually distinguishing different spontaneous and imaginative states so that they can be investigated accordingly with questionnaires and qualitative methods. We argue that precision about the phenomenal character of daydreaming can guide neurophenomenological investigations, help delimit studies on individual variance in daydreaming features, and identify differences among daydreaming, mind-wandering, and night dreaming conceptually and phenomenologically, and possibly eventually in terms of neural correlates. (shrink)

The application of Artificial Intelligence (AI) in healthcare and epidemiology undoubtedly has many benefits for the population. However, due to its environmental impact, the use of AI can produce social inequalities and long-term environmental damages that may not be thoroughly contemplated. In this paper, we propose to consider the impacts of AI applications in medical care from the One Health paradigm and long-term global health. From health and environmental justice, rather than settling for a short and fleeting green honeymoon between (...) health and sustainability caused by AI, it should aim for a lasting marriage. To this end, we conclude by proposing that, in the upcoming years, it could be valuable and necessary to promote more interconnected health, call for environmental cost transparency, and increase green responsibility. (shrink)