With the mobility and ease of connection, wireless sensor networks have played a significant role in communication over the last few years, making them a significant data carrier across networks. Additional security, lower latency, and dependable standards and communication capability are required for future-generation systems such as millimeter-wave LANs, broadband wireless access schemes, and 5G/6G networks, among other things. Effectual congestion control is regarded as of the essential aspects of 5G/6G technology. It permits operators to run many network illustrations on (...) a single organization while maintaining higher service quality. A sophisticated decision-making system for arriving network traffic is necessary to confirm load balancing, limit network slice letdown, and supply alternative slices in slice letdown or congestion. Because of the massive amount of data being generated, artificial intelligence and machine learning play a vital role in reconfiguring and improving a 5G/6G wireless network. In this research work, a hybrid deep learning method is being applied to forecast optimal congestion improvement in the wireless sensors of 5G/6G IoT networks. This proposed model is applied to a training dataset to govern the congestion in a 5G/6G network. The proposed approach provided promising results, with 0.933 accuracy, and 0.067 miss rate. (shrink)

An important feature of male fertility is the physiological priming of spermatozoa by a multifaceted process collectively referred to as capacitation. The end point of this evasive process is the hyperactivated spermatozoa capable of binding to terminal sugar residues on the egg's extracellular coat, the zona pellucida (ZP), and undergoing acrosomal exocytosis (i.e., induction of the acrosome reaction). The hydrolytic action of acrosomal enzymes released at the site of zona binding, along with the enhanced thrust generated by the hyperactivated beat (...) pattern of the bound spermatozoa, are important factors that regulate the penetration of ZP and fertilization of the egg. Despite many advances in identifying sperm components that promote capacitation, the mechanism underlying the calcium‐triggered process remains elusive. The purpose of this review article is to focus on new advances that have enhanced our understanding of in vivo/in vitro capacitation, a prerequisite event resulting from a dramatic modification and reorganization of the sperm membrane molecules. Special emphasis has been laid on accumulating evidence suggesting potential similarities between the sperm capacitation and early phases of calcium‐triggered membrane fusion (i.e., tethering and docking) during secretory and endocytotic pathways among eukaryotes. BioEssays 26:281–290, 2004. © 2004 Wiley Periodicals, Inc. (shrink)

Background Little is known about the attitudes and practices of intensivists working in Lebanon regarding withholding and withdrawing life-sustaining treatments. The objectives of the study were to assess the points of view and practices of intensivists in Lebanon along with the opinions of medical, legal and religious leaders regarding withholding withdrawal of life-sustaining treatments in Lebanese intensive care units. Methods A web-based survey was conducted among intensivists working in Lebanese adult ICUs. Interviews were also done with Lebanese medical, legal and (...) religious leaders. Results Of the 229 survey recipients, 83 intensivists completed it, i.e. a response rate of. Most respondents were between 30 and 49 years old, Catholic Christians, anesthesiologists, working in Beirut. Ninety-two percent of them were familiar with the withholding and withdrawal concepts and 80% applied them. Poor prognosis of the acute and chronic disease and futile therapy were the main reasons to consider withholding and withdrawal of treatments. Ninety-five percent of intensivists agreed with the “Principle of Double Effect”. The main withheld therapies were vasopressors, respiratory assistance and CPR. Most of the respondents reported the decision was often to always multidisciplinary, involving the family, and the patient, or his advance directives or his surrogate and the nurses. The interviewees agreed there was a law governing withholding and withdrawal decisions/practices in Lebanon. Christians and Muslim Sunni leaders declared accepting those practices. Conclusion Withholding and withdrawal of LSTs in the ICU are known concepts among intensivists working in Lebanon and are being practiced. Our results could be used to inform and optimize therapeutic limitation in ICUs in the country. (shrink)

Although the equally pervasive and abstract concept of space has generated a vast body of disciplines, time, and the related idea of "becoming" (transforming, ...

Standard models of adolescent risk taking posit that the cognitive abilities of adolescents and adults are equivalent, and that increases in risk taking that occur during adolescence are the result of socio emotional differences in impulsivity, sensation seeking, and lack of self-control. Fuzzy-trace theory incorporates these socio emotional differences. However, it predicts that there are also cognitive differences between adolescents and adults, specifically that there are developmental increases in gist-based intuition that reflects understanding. Gist understanding, as opposed to verbatim-based analysis, (...) generally has been hypothesized to have a protective effect on risk taking in adolescence. Gist understanding is also an essential element of informed consent regarding risks in medical decision- making. Evidence thus supports the argument that adolescents’ status as mature minors should be treated as an exception rather than a presumption, because accuracy in verbatim analysis is not mature gist understanding. Use of the exception should be accompanied by medical experts’ input on the bottom-line gist of risks involved in treatment. (shrink)

Adherence to a few basic principles of textbook reading compilation have made this one of the more worthwhile introductory philosophy texts. In the first place, the editors have given lengthy and frequently complete texts. Anselm's Proslogium, Descartes' Meditations, Plato's Phaedo, and Kant's Prolegomena are given complete or nearly complete; there is a ninety-one page extract from Locke's Essay, over fifty pages of James and nearly forty pages from Whitehead. This still leaves room for ample primary material by Leibniz, Hume, and (...) Schopenhauer. The plan of the book is to frame the important primary text with intellectually contemporaneous discussion of the problems treated in the primary text, and then to bracket each section with a prologue and epilogue drawn—except in the final section where Plato has the last word—from twentieth-century literature relevant to the issues under discussion in each section. The authors are thus able to provide an historical and thematic introduction to philosophy, which together cannot help but impress the beginning student with the unity of philosophical experience. Obviously no single textbook will ever escape the need for supplementation; this one in particular will require those who would like their students to be exposed to more phenomenology and existentialism, and, to a lesser degree, analytical philosophy, to introduce additional reading. But Epstein and Kennedy have provided the basic skeleton to which may be added as much flesh as the instructor desires.—E. A. R. (shrink)

Plato is one of the key ancient authors studied by both classicists and philosophers. This long-awaited new edition contains seven of the dialogues of Plato, and is the first in the five-volume complete edition of his works in the Oxford Classical Texts series. The result of many years of painstaking scholarship, the new volume will replace the now nearly 100 year old original edition, and is destined to become just as long-lasting a classic.

The article is devoted to the formal aspects of the political power. It examines the nature of power on the basis of the analysis of dreams of her media: Russian statesmen of XIXth and early XXth centuries. The relevance of the topic due to the dynamism of a modern political culture, the inability to identify formal sources of legitimacy of authority. The results indicate the mythologization and mystification of power. Components reviewed in historical Retrospect discourses were inherited from the past (...) sacred images of power, which could not rid ourselves of its carriers. (shrink)

One of the annoying habits of philosophers is to substitute without warning a normative for a descriptive theory of the topic they are discussing—that is, in what purports to be a statement of how the subject actually presents itself they tell us instead how it ought to present itself. Current treatments of the elusive topic “meaning” seem to me to supply capital instances of this vice. Defenders of a positivist or an operational theory of meaning often give us no hint (...) that their conclusions are conclusions about how the meaning of words ought to be interpreted, not about how, by and large, it is interpreted. Without such a hint their readers naturally suppose that it is the latter problem with which they are concerned, but this is rarely the case; were it so, emphasis could hardly fail to fall on determinants of meaning that are too often neglected by philosophical analysts. (shrink)