Vaccination is an important tool for handling healthcare programs both in developed and developing countries. The current global scenario calls for a more‐efficacious, acceptable, cost‐effective and reliable method of immunization for many fatal diseases. It is hoped that the adoption of oral vaccines will help to provide an effective vaccination strategy, especially in developing countries. Mucosal immunity generated by oral vaccines can serve as a strong first line of defense against most of the pathogens infecting through the mucosal lining. Advances (...) in elucidating the mechanism of action of oral vaccines will facilitate the design of more effective, new generation vaccines. There are promising developments in the use of different agents to effectively deliver the vaccine candidate. It is hoped that ongoing research may be able to set another cardinal point, after polio vaccine, in eradicating infectious diseases. BioEssays 29:591–604, 2007. © 2007 Wiley Periodicals, Inc. (shrink)

As with many other countries, Malaysia is also developing and promoting biomedical research to increase the understanding of human diseases and possible interventions. To facilitate this development, there is a significant growth of biobanks in the country to ensure continuous collection of biological samples for future research, which contain extremely important personal information and health data of the participants involved. Given the vast amount of samples and data accumulated by biobanks, they can be considered as reservoirs of precious biomedical big (...) data. It is therefore imperative for biobanks to have in place regulatory measures to ensure ethical use of the biomedical big data. Malaysia has yet to introduce specific legislation for the field of biobanking. However, it can be argued that its existing Personal Data Protection Act 2010 has laid down legal principles that can be enforced to protect biomedical big data generated by the biobanks. Consent is a mechanism to enable data subjects to exercise their autonomy by determining how their data can be used and ensure compliance with legal principles. However, there are two main concerns surrounding the current practice of consent in biomedical big data in Malaysia. First, it is uncertain that the current practice would be able to respect the underlying notion of autonomy, and second, it is not in accordance with the legal principles of the PDPA. Scholars have deliberated on different strategies of informed consent, and a more interactive approach has recently been introduced: dynamic consent. It is argued that a dynamic consent approach would be able to address these concerns. (shrink)

Since 2005, Malaysia has established several biobanks to keep in line with the advancement of biomedical research and development of biobanks in other countries such as the UK and the USA. Despite the establishment of several biobanks in Malaysia, little is known about the informed consent approach in biobanking research and its ethical challenges. This study aims to identify the approach in obtaining informed consent in the Malaysian biobanking for research and explore its ethical challenges. Using non-probability purposive sampling, an (...) in-depth interview with the key informants was conducted in Klang Valley. Based on the interviews, broad consent is the main approach used in obtaining informed consent in biobanking for research in Malaysia and five major ethical challenges were identified. These challenges include the informants’ opinion on the current informed consent approach, understanding participants’ rights, the role of the research ethics committee, biobanking governance in Malaysia, and informants’ knowledge and awareness. In summary, there is a lack of understanding among those involved in biobanking on the ethical, legal, and social aspects of biobanking for research in Malaysia. (shrink)

The term non-governmental organisations (NGOs) has been well-known for the development of human rights, charity works and organisational developments. On the other hand, some NGOs also have their specialised roles to help the community such as in conflict resolution, cultural preservation, policy analysis and information provision. Apart from that, there are many categories of NGOs: Islamic-oriented non-governmental organisation (IONGOs), faith-based organisation (FBO), humanitarian NGOs (HNGOs) and government organised NGOs (GONGOs). However, in this research, the researchers focus on how IONGOs compare (...) with NGOs in assisting the lesbian, gay, bisexual, and transgender (LGBT) community based on four hijrah NGOs: Persatuan Islah Movement, Persatuan Insaf Pahang, Hijrah Republique Network and Usrah Iqrak. These four NGOs were chosen because of their roles in assisting the LGBT community. In this research, the researchers adapt the qualitative research by using a case study method; phenomenological approaches and a document analysis have also been applied as well. The result shows that these four IONGOs are different from the NGOs based on the seven typologies applied: intersection, distinct, substantive, subset, co-existing, atomistic grouping and constitutive. The implications of this article highlight the fact that IONGOs are different from the LGBT NGOs in Malaysia as they focus more on spirituality and an Islamic pathway. Hence, future research should include focus group interviews with all the members in NGOs that assist the LGBT hijrah in the community. Contribution: This study contributes to LGBT hijrah community and its relationship towards the establishment of Islamic-oriented non-governmental organisation (IONGOs). (shrink)

It is commonly argued that an undesirable feature of a theoretical or phenomenological model is that salient observables are sensitive to values of parameters in the model. But in what sense is it undesirable to have such ‘fine-tuning’ of observables? In this paper, we argue that the fine-tuning can be interpreted as a shortcoming of the explanatory capacity of the model: in particular it signals a lack of a particular type of explanatory depth. The aspect of depth that we probe (...) relates most closely to a lack of sensitivity to changes in parameters associated with such models. In support of this argument, we develop a schema—for models that arise broadly in physical settings—that quantitatively relates fine-tuning of observables to a lack of depth of explanations based on these models. We apply our schema in two different settings in which, within each setting, we compare the depth of two competing explanations. The first setting involves explanations for the Euclidean nature of spatial slices of the universe today: in particular, we compare an explanation provided by the big-bang model of the early 1970s with an explanation provided by a general model of cosmic inflation. The second setting has a more phenomenological character, where the goal is to infer from a limited sequence of data points, using maximum entropy techniques, the underlying probability distribution from which these data are drawn. In both of these settings we find that our analysis favors the model that intuitively provides the deeper explanation of the observable of interest. We thus provide an account that relates two ‘theoretical virtues’ of models used broadly in physical settings—namely, a lack of fine-tuning and explanatory depth—and argue that finely tuned models sacrifice explanatory depth. (shrink)

Este artículo pretende analizar tanto el nombramiento como el cese de los cadíes desde el punto de vista de sus cualificaciones académicas. Se centra en la práctica del cadiazgo en Egipto durante el período ‛abbāsí. Las fuentes principales son los Ajbār al-quḍāt de Wakī' y el Kitāb wulāt Miṣr de al-Kindī. Ambas obras contienen material de una gran originalidad y son bastante completas, ofreciendo detallada información sobre temas relativos tanto al nombramiento como al cese de los jueces durante los primeros (...) siglos de la historia islámica de Egipto. Se estudia la biografía de cada juez para averiguar cuáles fueron las razones que determinaron su nombramiento y su cese. Los resultados obtenidos son de interés para comprender las prácticas judiciales y su relación con las aptitudes profesionales que se consideraban necesarias en aquella época. (shrink)

: This article is a humble attempt at highlighting the controversiesregarding the legitimacy of popular resistance or revolutionary movement tobring down Muslim political regime that claimed to be despotic, unjust andeven un-Islamic. Having the fact on the existence of another view by majorityscholars that more inclined towards pacifist ideology which stressed onpolitical stability as a prerequisite to prosperity, the article emphasizes moreon the revolutionary school, while the second shall be highlighted when it isnecessary for comparison. Employing qualitative method of study, (...) the articleseeks to examine the arguments provided by both movements. This will bedone by analyzing their textual and rational grounds of evidences used bythe two schools to legitimize their political stance. Associating with what ishappening in Muslims nation nowadays, current study compelled to review theradical revolutionary movement from the perspective of moderate Islam schoolof thought. (shrink)

In this article, I will view realist and non-realist accounts of scientific models within the larger context of the cultural significance of scientific knowledge. I begin by looking at the historical context and origins of the problem of scientific realism, and claim that it is originally of cultural and not only philosophical, significance. The cultural significance of debates on the epistemological status of scientific models is then related to the question of ‘intelligibility’ and how science, through models, can give us (...) knowledge of the world by presenting us with an ‘intelligible account/picture of the world’, thus fulfilling its cultural-epistemic role. Realists typically assert that science can perform this role, while non-realists deny this. The various strategies adopted by realists and non-realists in making good their respective claims, is then traced to their cultural motivations. Finally I discuss the cultural implications of adopting realist or non-realist views of models through a discussion of the views of Rorty, Gellner, Van Fraassen and Clifford Hooker on the cultural significance of scientific knowledge.Keywords: Models; Intelligibility; Scientific realism; Culture. (shrink)

While heredity is predominantly controlled by what deoxyribonucleic acid (DNA) sequences are passed from parents to their offspring, a small but growing number of traits have been shown to be regulated in part by the non‐genetic inheritance of information. Transgenerational epigenetic inheritance is defined as heritable information passed from parents to their offspring without changing the DNA sequence. Work of the past seven decades has transitioned what was previously viewed as rare phenomenology, into well‐established paradigms by which numerous traits can (...) be modulated. For the most part, studies in model organisms have correlated transgenerational epigenetic inheritance phenotypes with changes in epigenetic modifications. The next steps for this field will entail transitioning from correlative studies to causal ones. Here, we delineate the major molecules that have been implicated in transgenerational epigenetic inheritance in both mammalian and non‐mammalian models, speculate on additional molecules that could be involved, and highlight some of the tools which might help transition this field from correlation to causation. (shrink)

We review methods for economic evaluation recently developed in health economics by focusing on the epistemic and non-epistemic values they embody. The emphasis is on insights into valuing health,...

We discuss scientific realism from the perspective of modern cosmology, especially primordial cosmology: i.e. the cosmological investigation of the very early universe. We first state our allegiance to scientific realism, and discuss what insights about it cosmology might yield, as against "just" supplying scientific claims that philosophers can then evaluate. In particular, we discuss: the idea of laws of cosmology, and limitations on ascertaining the global structure of spacetime. Then we review some of what is now known about the early (...) universe : meaning, roughly, from a thousandth of a second after the Big Bang onwards. The rest of the paper takes up two issues about primordial cosmology, i.e. the very early universe, where "very early" means, roughly, much earlier than one second after the Big Bang: say, less than 10^{-11} seconds. Both issues illustrate that familiar philosophical threat to scientific realism, the under-determination of theory by data---on a cosmic scale. The first issue concerns the difficulty of observationally probing the very early universe. More specifically, the difficulty is to ascertain details of the putative inflationary epoch. The second issue concerns difficulties about confirming a cosmological theory that postulates a multiverse, i.e. a set of domains each of whose inhabitants cannot directly observe, or otherwise causally interact with, other domains. This again concerns inflation, since many inflationary models postulate a multiverse. For all these issues, it will be clear that much remains unsettled, as regards both physics and philosophy. But we will maintain that these remaining controversies do not threaten scientific realism. (shrink)

On Islamic ethics according to Hamka, an Indonesian ulama and writer.

Sanayi devrimi sonrası Avrupa Devletleri’nde üretimin artması, yeni pazar ve hammadde ihtiyacını da beraberinde getirmiştir. Bu ihtiyacın giderilebilmesi için sanayi ürünlerinin ve üretim araçlarının tanıtılması amacı ile uluslararası sergiler düzenlenmeye başlanmıştır. Ayrıca bu sergilerle ülkelerin bilim, sanayi, teknoloji ve tarım alanındaki gelişme ve yeniliklerinin herkese duyurulması amaçlanmıştır. Öncülüğünü Fransa ve İngiltere’nin yaptığı sanayi sergileri, ilgili ülkelerin sömürgelerinden gelen hammadde ve bu hammaddelerden üretilen sanayi ürünlerinin pazarlanmasına yönelik olarak yapılmıştır. Başlangıçta sanayi ve ticari amaçla başlatılan sergiler, Avrupa ile Avrupa dışında bulunan (...) devletlerin kültür ve yerel sanatları arasında, etkileşime de sebep olmuştur. 18. yüzyılın sonlarından itibaren Fransa'da ulusal düzeyde ve 19. yüzyılın ilk yarısında çeşitli Avrupa ülkelerinde düzenlenen benzer olayların doruk noktası olan Londra sergisi ilk uluslararası sergi olarak kayda geçmiştir. 1851 yılında Londra’da açılan sergi bundan sonra düzenlenen diğer uluslararası sergilere de ilham kaynağı olmuştur. (shrink)

BackgroundThe research shows a growing trend in using an electronic platform to supplement or replace traditional paper-based informed consent processes. Instead of the traditionally written informed consent document, electronic informed consent may be used to assess the research subject’s comprehension of the information presented. By doing so, respect for persons as one of the research ethical principles can be upheld. Furthermore, these electronic methods may reduce potential airborne infection exposures, particularly during the pandemic, thereby adhering to the beneficence and nonmaleficence (...) principle. This scoping review aims to identify the ethics related criteria that have been included in electronic informed consent processes and to synthesize and map these criteria to research ethics principles, in order to identify the gaps, if any, in current electronic informed consent processes.MethodsThe search was performed based on internet search and three main databases: PubMed, SCOPUS and EBSCO. PRISMA Extension for Scoping Reviews : Checklist and Explanation guideline was used to report this work.ResultsOf 34 studies that met the inclusion criteria, 242 essential original constructs were collated, and 7 concepts were derived. Digital content showed the highest percentage of collated original constructs followed by accessibility, comprehension engagement, autonomy, confidentiality, language, and parental consent. Twenty-five new items were synthesized for eConsent criteria which may provide guidance for ethical review of research involving eConsent.ConclusionThe current study adds significant value to the corpus of knowledge in research ethics by providing ethical criteria on electronic informed consent based on evidence-based data. The new synthesized items in the criteria can be readily used as an initial guide by the IRB/rec members during a review process on electronic informed consent and useful to the future preparation of a checklist. (shrink)

The Farm to Fork (F2F) Strategy at the heart of the European Union’s Green Deal set out to create a “just transition” towards a sustainable food system, with benefits for all actors. We conducted a critical discourse analysis (CDA) to explore discourses around power in the food system and farmers’ position in the communication and implementation of the Farm to Fork Strategy. Discourse analysis encapsulates various scientific methodologies for deciphering the meaning behind the creation and communication of different forms of (...) language and identify power dynamics, amongst other aspects. We identified two prior discourses in one of the objectives of the European Union’s new Common Agricultural Policy (2023-27). Our analysis found that the discourses, namely “rebalance power in food system” and “strengthening farmers’ position in value chains,” are marginalized in favour of an innovation-investment discourse, indicative of greater financialization and technologization based on techno-finances fixes in transforming the European Union agri-food system. We argue that entities representing agri-business interests have been influential in the policymaking process and voices representing smallholder and medium-sized farmers’ transformational discourses have been excluded. (shrink)

In the absence of a fundamental theory that precisely predicts values for observable parameters, anthropic reasoning attempts to constrain probability distributions over those parameters in order to facilitate the extraction of testable predictions. The utility of this approach has been vigorously debated of late, particularly in light of theories that claim we live in a multiverse, where parameters may take differing values in regions lying outside our observable horizon. Within this cosmological framework, we investigate the efficacy of top-down anthropic reasoning (...) based on the weak anthropic principle. We argue contrary to recent claims that it is not clear one can either dispense with notions of typicality altogether or presume typicality, in comparing resulting probability distributions with observations. We show in a concrete, top-down setting related to dark matter, that assumptions about typicality can dramatically affect predictions, thereby providing a guide to how errors in reasoning regarding typicality translate to errors in the assessment of predictive power. We conjecture that this dependence on typicality is an integral feature of anthropic reasoning in broader cosmological contexts, and argue in favour of the explicit inclusion of measures of typicality in schemes invoking anthropic reasoning, with a view to extracting predictions from multiverse scenarios. (shrink)

The past decade has seen major movements and mobilizations against the new crop of bilateral free trade and investment agreements being pursued by governments in the wake of the failure of global (World Trade Organization) and regional (e.g. Free Trade Area of the Americas) negotiations, and the defeat of an attempted Multilateral Agreement on Investment in the 1990s. However, in spite of much scholarly, non-governmental organization (NGO) and activist focus on transnational global justice activism, many of these movements, such as (...) the major multi-sectoral popular struggle over the recently-concluded US-Korea Free Trade Agreement, are hardly acknowledged in North America and Europe. With a shift in emphasis pushing liberalization and deregulation of trade and investment increasingly favouring lower-profile bilateral agreements, this article maps the resistance movements to these latest shifts in global free market capitalist relations and discusses the disconnect between these (mainly Southern) struggles and dominant scholarly and NGO conceptions of global justice and the global justice movement as well as questions of knowledge production arising from these movements. (shrink)

In extracting predictions from theories that describe a multiverse, we face the difficulty that we must assess probability distributions over possible observations, prescribed not just by an underlying theory, but by a theory together with a conditionalization scheme that allows for selection effects. This means we usually need to compare distributions that are consistent with a broad range of possible observations, with actual experimental data. One controversial means of making this comparison is by invoking the 'principle of mediocrity': that is, (...) the principle that we are typical of the reference class implicit in the conjunction of the theory and the conditionalization scheme. In this paper, I quantitatively assess the principle of mediocrity in a range of cosmological settings, employing 'xerographic distributions' to impose a variety of assumptions regarding typicality. I find that for a fixed theory, the assumption that we are typical gives rise to higher likelihoods for our observations. If, however, one allows both the underlying theory and the assumption of typicality to vary, then the assumption of typicality does not always provide the highest likelihoods. Interpreted from a Bayesian perspective, these results support the claim that when one has the freedom to consider different combinations of theories and xerographic distributions, one should favor the framework that has the highest posterior probability; and then from this framework one can infer, in particular, how typical we are. In this way, the invocation of the principle of mediocrity is more questionable than has been recently claimed. (shrink)

In Defeating Dr. Evil with Self-Locating Belief, Adam Elga proposes and defends a principle of indifference for self-locating beliefs: if an individual is confident that his world contains more than one individual who is in a state subjectively indistinguishable from his own, then he should assign equal credences to the hypotheses that he is any one of these individuals. Through a sequence of thought experiments, Elga in effect claims that he can derive the credence function that should apply in such (...) situations, thus justifying his principle of indifference. Here we argue, using a Bayesian approach, that Elga’s reasoning is circular: in analyzing the third of his thought experiments, he uses an assertion that is justifiable only if one assumes, from the start, the principle of indifference that he is attempting to justify. We agree with Elga that the assumption of equal credences is a very reasonable principle, in the absence of any reason to assign unequal credences, but we do not agree that the equality of credences can be so derived. (shrink)

Localizing content in neural networks provides a bridge to understanding the way in which the brain stores and processes information. In this paper, I propose the existence of polytopes in the state space of the hidden layer of feedforward neural networks as vehicles of content. I analyze these geometrical structures from an information-theoretic point of view, invoking mutual information to help define the content stored within them. I establish how this proposal addresses the problem of misclassification and provide a novel (...) solution to the disjunction problem, which hinges on the precise nature of the causal-informational framework for content advocated herein. (shrink)

: This article analyses the roles of ‘ulamā’ in propagating the messageof Islam in the Malay world. Islam managed to reach many corners of the Malayworld in the 17th century. Evidence has indicated that ‘ulamā’ were amongthose who had participated actively in propagating the messages of Islam tothe local people. Classical Malay texts served as the best available records tounderstand the roles of these ‘ulamā’ at that time. Hence, analysis are made onselected classical Malay texts in order to understand the (...) actual roles played bythe ‘ulamā’ in the Malay world at that time in transforming the understandingof the local Malay people from the beliefs in Hindu-Buddhist and animism toIslam. Three significant roles of the ‘ulamā’ at that time have been identifiednamely propagating knowledge to the local people, religious advisors to therulers as well as engaging with the non-Muslims. (shrink)

South Asian regional integration is seemingly confronting many challenges. The aim of this paper is to identify those challenges and also look for prospects. Although regional integration in South Asia has adopted a kind of institutionalization, it is yet to deliver any concrete outcomes. High-politics and the not-so-conducive regional economic structures hinder any effectual culmination. However, constructivism, as a theory, is given due credence in this paper when looking for future prospects. The paper highlights the issues, and attempts to offer (...) certain policy directions by analyzing the challenges and identifying the prospects in the on-going integration/cooperation process. (shrink)

An approach to testing theories describing a multiverse, that has gained interest of late, involves comparing theory-generated probability distributions over observables with their experimentally measured values. It is likely that such distributions, were we indeed able to calculate them unambiguously, will assign low probabilities to any such experimental measurements. An alternative to thereby rejecting these theories, is to conditionalize the distributions involved by restricting attention to domains of the multiverse in which we might arise. In order to elicit a crisp (...) prediction, however, one needs to make a further assumption about how typical we are of the chosen domains. In this paper, we investigate interactions between the spectra of available assumptions regarding both conditionalization and typicality, and draw out the effects of these interactions in a concrete setting; namely, on predictions of the total number of species that contribute significantly to dark matter. In particular, for each conditionalization scheme studied, we analyze how correlations between densities of different dark matter species affect the prediction, and explicate the effects of assumptions regarding typicality. We find that the effects of correlations can depend on the conditionalization scheme, and that in each case atypicality can significantly change the prediction. In doing so, we demonstrate the existence of overlaps in the predictions of different "frameworks" consisting of conjunctions of theory, conditionalization scheme and typicality assumption. This conclusion highlights the acute challenges involved in using such tests to identify a preferred framework that aims to describe our observational situation in a multiverse. (shrink)

Youth ministry as a sub-discipline of practical theology has traditionally always had an ecclesial focus. The focus was often based on the practices of proselytisation and discipleship, a sort of ‘reach and teach’ model whereby Christian believers would do the ‘reaching and teaching’ of the ‘lost’ youth. This is most true in an evangelical context and is further undergirded by a Western concept of personal salvation nearly devoid of any communal responsibilities and context. The traditional model, therefore, in evangelical churches (...) was reaching the ‘lost’ with the Gospel of Jesus Christ, with the aim of personal salvation for the individual who would eventually become a member of the faith community through a discipleship programme. Thus, the beginning and end of the entire process were the focus on personal salvation devoid of any contextual consideration. Youth ministry as practical theology must move into the area of public theology to engage the practices inherited from the western model by engaging with the public (youths) as public theologians (those who influence the theologies of the youth), and the public faiths and spiritualities (the expression of the youth’s theologies) to be relevant to the majority and developing world.Contribution: In this study, the author suggests that this ‘reach and teach’ paradigm with an ecclesial focus in the context of the majority and developing world is no longer suitable to meet the needs of youth. In addition, the author recommends a more appropriate framework with youth ministry as public practical theology for consideration. (shrink)

There is a growing demand for information and computational technology for surgeons help with surgical planning as well as prosthetics design. The two-dimensional images are registered to the three-dimensional (3D) model for high efficiency. To reconstruct the 3D model of knee joint including bone structure and main soft tissue structure, the evaluation and analysis of sports injury and rehabilitation treatment are detailed in this study. Mimics 10.0 was used to reconstruct the bone structure, ligament, and meniscus according to the pulse (...) diffusion-weighted imaging sequence (PDWI) and stir sequences of magnetic resonance imaging (MRI). Excluding congenital malformations and diseases of the skeletal muscle system, MRI scanning was performed on bilateral knee joints. Proton weighted sequence (PDWI sequence) and stir pulse sequence were selected for MRI. The models were imported into Geomagic Studio 11 software for refinement and modification, and 3D registration of bone structure and main soft tissue structure was performed to construct a digital model of knee joint bone structure and accessory cartilage and ligament structure. The 3D knee joint model including bone, meniscus, and collateral ligament was established. Reconstruction and image registration based on mimics and Geomagic Studio can build a 3D model of knee joint with satisfactory morphology, which can meet the requirements of teaching, motion simulation, and biomechanical analysis. (shrink)

An intelligent climate and watering agriculture system is presented that is controlled with Android application for smart water consumption considering small and medium ruler agricultural fields. Data privacy and security as a big challenge in current Internet of Things (IoT) applications, as with the increase in number of connecting devices, these devices are now more vulnerable to security threats. An intelligent fuzzy logic and blockchain technology is implemented for timely analysis and securing the network. The proposed design consists of various (...) sensors that collect real-time data from environment and field such as temperature, soil moisture, light intensity, and humidity. The sensed field information is stored in IoT cloud platform, and after the analysis of entries, watering is scheduled by implementing the intelligent fuzzy logic and blockchain. The intelligent fuzzy logic based on different set of rules for making smart decisions to meet the watering requirements of plant and blockchain technology provides necessary security to the IoT-enabled system. The implementation of blockchain technology allows access only to the trusted devices and manages the network. From the experimentation, it is observed that the proposed system is highly scalable and secure. Multiple users at the same time can monitor and interact with the system remotely by using the proposed intelligent agricultural system. The decisions are taken by applying intelligent fuzzy logic based on input variables, and an alert is transmitted about watering requirements of a field to the user. The proposed system is capable of notifying users for turning water motor on and off. The experimental outcomes of the proposed system also reveal that it is an efficient and highly secure application, which is capable of handling the process of watering the plants. (shrink)

To optimize the weak robustness of traditional face recognition algorithms, the classification accuracy rate is not high, the operation speed is slower, so a face recognition algorithm based on local binary pattern and stacked autoencoder is proposed. The advantage of LBP texture structure feature of the face image as the initial feature of sparse autoencoder learning, use the unified mode LBP operator to extract the histogram of the blocked face image, connect to form the LBP features of the entire image. (...) It is used as input of the stacked AE, feature extraction is done, realize the recognition and classification of face images. Experimental results show that the recognition rate of the algorithm LBP-SAE on the Yale database has achieved 99.05%, and it further shows that the algorithm has a higher recognition rate than the classic face recognition algorithm; it has strong robustness to light changes. Experimental results on the Olivetti Research Laboratory library shows that the developed method is more robust to light changes and has better recognition effects compared to traditional face recognition algorithms and standard stack AEs. (shrink)

On advance medical directives in Malaysia from Islamic bioethics; papers of a seminar.