Diabetes is one of the most common metabolic diseases that cause high blood sugar. Early diagnosis of such a condition is challenging due to its complex interdependence on various factors. There is a need to develop critical decision support systems to assist medical practitioners in the diagnosis process. This research proposes developing a predictive model that can achieve a high classification accuracy of type 2 diabetes. The study consisted of two fundamental parts. Firstly, the study investigated handling missing data adopting (...) data imputation, namely, median value imputation, K-nearest neighbor imputation, and iterative imputation. Consequently, the study validated the implications of these imputations using various classification algorithms, i.e., linear, tree-based, and ensemble algorithms, to see how each method affected classification accuracy. Secondly, Artificial Neural Network was employed to model the best performing imputed data, balanced with SMOTETomek ensuring each class is represented fairly. This approach provided the best accuracy of 98% on the test data, outperforming accuracies achieved in prior studies using the same dataset. The dataset used in this study is concerned with gender and population. As a prospect, the study recommends adopting a larger population sample without geographic boundaries. Additionally, as the developed Artificial Neural Network model did not undergo any specific hyperparameter tuning, it would be interesting to explore tuning on top of normalized data to optimize accuracy further. (shrink)

Data center technology changes the mode of computing. Traditional DCs consist of a single layer and only have Ethernet connections among switches. Those old-fashioned DCs cannot fulfill the high resource demand compared with today’s DCs. The architectural design of the DCs is getting substantial importance and acting as the backbone of the network because of its essential feature of supporting and maintaining the rapidly increasing Internet-based applications which include search engines and social networking applications. Every application has its parameters, like (...) latency and blocking in the DC network. Every data center network has its specialized architecture. It has a specific arrangement of layers and switches, which increase or decrease the DC network’s efficiency. We develop a simulation tool that comprises two different DC architectures: basic tree architecture and c-Through architecture. Using this simulation, we analyze the traffic behavior and the performance of the simulated DCN. Our main purpose is to focus on mean waiting time, load, and blocking with respect to the traffic within the DCN. (shrink)

Lifestyle refers to a set of personal and group behaviours related to normative and semantic aspects of social life. Any coherent set of behavioural patterns derived from religious teachings that exist in life can be considered a religious lifestyle. Considering that the dominant religion in Jordan is Islam, the present study focused on the Islamic lifestyle. In addition, given that the correct relationship between couples has been compared to life-giving blood in marriage, and since the quality of marital role plays (...) a determining role, the existence of communication skills in any of the couples can generate satisfaction and compatibility, whereas lack of awareness of these skills could cause misunderstandings and tension. Therefore, the current study aims to study the role of the Islamic lifestyle in communication skills of 250 Muslim couples of Jordan (Amman, Zarqa and Irbid) in 2022. Data were collected using questionnaires during four months, and the validity and reliability was confirmed. In addition, data analysis was performed in Statistical Package for Social Sciences (SPSS) and Linear Structural Relations (LISREL) using mean tests and structural equation modelling. According to the results, Islamic lifestyle had a positive, significant effect on the improvement of communication skills in Muslim couples in Jordan (P-value: 0.76; T-value: 7.92). Therefore, it is recommended that more attention should be paid to this issue by families, researchers and cultural authorities in the country.Contribution: Our findings revealed that Islamic lifestyle improved communication skills in Muslim couples, which demands special attention. By adhering to the Islamic lifestyle, couples can influence each other’s knowledge, emotions, education and growth, and try to have a realistic understanding of each other’s desires, needs, living environment and perceptions that each has in life issues. Furthermore, they can organise their role in the common life in appropriate ways to prevent problems and solve them in the event of problems. (shrink)

Introduction: Previous findings that inattention and hyperactive/impulsive symptoms predict later peer problems have been mixed. Utilizing two culturally diverse samples with shared methodologies, we assessed the predictive power of dimensionally measured childhood IA and HI symptoms regarding adolescent peer relationships.Methods: A US-based, clinical sample of 228 girls with and without childhood diagnosed attention-deficit/hyperactivity disorder was assessed and followed 5 years later. A Norwegian, population-based sample of 3,467 children was assessed and followed approximately 4 years later. Both investigations used parent and (...) teacher reports of ADHD symptoms and peer relations. Multivariate regression analyses examined the independent contributions of IA and HI symptoms to later peer problems, adjusting for baseline childhood peer problems. We also examined childhood sex as a potential moderator within the Norwegian sample.Results: Higher levels of childhood HI symptoms, but not IA symptoms, independently predicted adolescent peer problems in the all-female clinical sample. Conversely, higher levels of IA symptoms, but not HI symptoms, independently predicted preadolescent peer problems in the mixed-sex population sample. Results did not differ between informants. Associations between ADHD symptom dimensions and peer problems within the Norwegian sample were not moderated by child sex.Discussion: Differential associations between childhood hyperactive/impulsive and inattention symptoms and adolescent peer problems were found across two diverse samples using a shared methodology. Potential explanations for different findings in the clinical vs. population samples include symptom severity as well as age, sex, and cultural factors. We discuss implications for future research, including the importance of dimensional measures of ADHD-related symptoms and the need for shared methodologies across clinical and normative samples. (shrink)

BackgroundBurnout is a syndrome that results from stressors in the work environment that have not been successfully managed. The prevalence of burnout among schoolteachers was always controversial. COVID-19 pandemic added more stressors to teachers since they had to change their working styles in response to the pandemic lockdowns or curfews. In Saudi Arabia, the prevalence and determinants of burnout among school teachers were not measured by any other group during the COVID-19 pandemic stressors.MethodsA cross-sectional survey was conducted among 879 teachers (...) in the Jazan region, Saudi Arabia, using the Maslach Burnout Inventory, during April 2021. Multistage cluster random sampling was used.ResultsThe mean age of the participants was 41.4 years. Male teachers represented 52.6% of the participants while females represented 47.4%. Most teachers showed burnout symptoms. Consequences of burnout were observed, such as using psychotropic medications, absenteeism, lack of job satisfaction, and changing schools. Using the MBI scale, most teachers showed medium or high emotional exhaustion, low depersonalization, and low personal accomplishment.ConclusionMost teachers showed symptoms of burnout during the COVID-19 pandemic. Being an expert and ability to adapt to technology during the COVID-19 pandemic proved to effectively reduce burnout symptoms. Increasing incentives, early detection, and improving the work environment is recommended to diminish burnout consequences. (shrink)

Fanconi anaemia (FA) comprises a group of autosomal recessive disorders resulting from mutations in one of eight genes (FANCA, FANCB, FANCC, FANCD1, FANCD2, FANCE, FANCF and FANCG). Although caused by relatively simple mutations, the disease shows a complex phenotype, with a variety of features including developmental abnormalities and ultimately severe anaemia and/or leukemia leading to death in the mid teens. Since 1992 all but two of the genes have been identified, and molecular analysis of their products has revealed a complex (...) mode of action. Many of the proteins form a nuclear multisubunit complex that appears to be involved in the repair of double‐strand DNA breaks. Additionally, at least one of the proteins, FANCC, influences apoptotic pathways in response to oxidative damage. Further analysis of the FANC proteins will provide vital information on normal cell responses to damage and allow therapeutic strategies to be developed that will hopefully supplant bone marrow transplantation. BioEssays 24:439–448, 2002. © 2002 Wiley Periodicals, Inc. (shrink)

The globalization in business and tourism becomes crucial more and more for the economical sustainability of local communities. In the presence of an epidemic outbreak, there must be such a decision on the policy by the host community as whether to accept visitors or not, the number of acceptable visitors, or the condition for acceptable visitors. Making use of an SIRI type of mathematical model, we consider the influence of visitors on the spread of a reinfectious disease in a community, (...) especially assuming that a certain proportion of accepted visitors are immune. The reinfectivity of disease here means that the immunity gained by either vaccination or recovery is imperfect. With the mathematical results obtained by our analysis on the model for such an epidemic dynamics of resident and visitor populations, we find that the acceptance of visitors could have a significant influence on the disease’s endemicity in the community, either suppressive or supportive. (shrink)

This volume has 41 chapters written to honor the 100th birthday of Mario Bunge. It celebrates the work of this influential Argentine/Canadian physicist and philosopher. Contributions show the value of Bunge’s science-informed philosophy and his systematic approach to philosophical problems. The chapters explore the exceptionally wide spectrum of Bunge’s contributions to: metaphysics, methodology and philosophy of science, philosophy of mathematics, philosophy of physics, philosophy of psychology, philosophy of social science, philosophy of biology, philosophy of technology, moral philosophy, social and political (...) philosophy, medical philosophy, and education. The contributors include scholars from 16 countries. Bunge combines ontological realism with epistemological fallibilism. He believes that science provides the best and most warranted knowledge of the natural and social world, and that such knowledge is the only sound basis for moral decision making and social and political reform. Bunge argues for the unity of knowledge. In his eyes, science and philosophy constitute a fruitful and necessary partnership. Readers will discover the wisdom of this approach and will gain insight into the utility of cross-disciplinary scholarship. This anthology will appeal to researchers, students, and teachers in philosophy of science, social science, and liberal education programmes. 1. Introduction Section I. An Academic Vocation Section II. Philosophy Section III. Physics and Philosophy of Physics Section IV. Cognitive Science and Philosophy of Mind Section V. Sociology and Social Theory Section VI. Ethics and Political Philosophy Section VII. Biology and Philosophy of Biology Section VIII. Mathematics Section IX. Education Section X. Varia Section XI. Bibliography. (shrink)

The weaponizing of scientific expertise to oppose regulation has been extensively studied. However, the relevant studies, belonging to the emerging discipline of agnotology, remain focused on the analysis of empirical corruption: of misinformation, doubt mongering, and other practices that cynically deploy expertise to render audiences ignorant of empirical facts. This paper explores the wrongful deployment of expertise beyond empirical corruption. To do so, I develop a broader framework of morally subversive expertise, building on recent work in political philosophy (Howard, 2016). (...) Expertise is subversive if it sets up its audience to fail morally, either intentionally or negligently. I distinguish three modes of subversive expertise: empirical subversion (the focus of agnotology), normative subversion and motivational subversion. Drawing on these distinctions, I offer a revisionary account of the Trump Administration’s regulatory science as a case study. I show that the Trump Administration’s use of expertise to dismantle climate regulation, contra the standard charge, cannot be explained using the resources of agnotology alone: the Administration produced highly reliable climate assessments, detailing the risks of climate change, candidly admitting the harms of its proposed policies, and still successfully deployed these findings to justify massive climate deregulation. The lesson of the analysis is that dismissing the expertise that underpins climate deregulation as empirically corrupt ‘anti-science’ both obscures its actual role in the politics of climate change and understates its wrongfulness: it misses the breadth of the assault on moral agency that sustains climate injustice. (shrink)

The setting of evidential standards is a core practice of scientific assessment for policy. Persuaded by considerations of inductive risk, philosophers generally agree that the justification of evidential standards must appeal to non-epistemic values but debate whether the balance of non-epistemic reasons favours varying evidential standards versus maintaining fixed high evidential standards in assessment, as both sets of standards promote different and important political virtues of advisory institutions. In this paper, I adjudicate the evidential standards debate by developing a novel (...) argument from justice, drawing on the IPCC’s assessment of climate impacts as a case study. I argue that in assessments marked by background evidential inequality, maintaining fixed high evidential standards results in an unequal distribution of ‘epistemic power’ among stakeholders, producing a ‘powerful assessment’ for the data-rich (a high rate of findings) and a ‘weak assessment’ for the data-poor (a low rate of findings). Where such inequalities of epistemic power disadvantage those in data-poor regions with respect to fundamental interests, such as basic human rights, we have decisive reasons of justice to vary evidential standards. (shrink)

This paper offers preliminary notes on Buddhism in modern Muslim exegesis with an emphasis on Tafsir al-Qasimi by Muhammad Jamal al-Din al-Qasimi (1866–1914) and al-Mizan fi Tafsir al-Qurʾan by Muhammad Husayn Tabatabaʾi (1892-1981). The research adopts a qualitative design using content analysis to collect the data. In this paper two main questions regarding both exegetes will be explored. The first question concerns the sources of both scholars for their information about Buddhism by including the discussion in their exegesis. The second (...) question concerns the methodology they used to discuss Buddhism in the Qurʾan since this has not been done by any classical exegetes nor among the most modern exegetes. Studies have found that the approach of the two exegetes is different from both the classical and modern exegetes because their work also contains resources from the fields of comparative religion and the history of religion to make their work relevant in the current context and reliable to be referred to by any parties. The author concludes that both al-Qasimi and Tabatabaʾi used analysis (taḥlil) in discussing verses related to the position of the Buddha. (shrink)

The philosopher's stone : the epitome of my knowledge -- Preface -- Introduction -- Collectania -- The need for a tool -- A dream to organize chaos -- Substance abuse and a headache -- A habit from paradise -- A sealed story -- Stealing a seal -- Loosing a tool -- Believe it or not -- A blessing in curse-dressing -- Growing pains -- Lost paradises -- Diaries, my beloved diaries -- A taste like honey -- Physics of the heart (...) -- Gems of a child -- A story of a lawyer -- Optical memories -- The talisman -- Prayer...prayer -- Meditation, concentration, contemplation and other buzz words -- The neurotic need for completion -- The microsoft way -- Anatomy of a need -- A side that shuns mattresses -- I want a tool -- The treatment device for the mujahid salah mustafa -- Meditation tips -- Epilogue: the case for I don't know. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Full Collection of Personal NarrativesZohar Lederman, Ola Ziara, Rachel Coghlan, Oksana Sulaieva, Anna Shcherbakova, Oleksandr Dudin, Vladyslava Kachkovska, Iryna Dudchenko, Anna Kovchun, Lyudmyla Prystupa, Yuliya Nogovitsyna, Ghaiath Hussein, Kathryn Fausch, P. P. Kyaw, Ayesha Ahmad, Richard W Sams II, Handreen Mohammed Saeed, Artem Riga, Ryan C. Maves, Elizabeth Dotsenko, Irina Deyneka, Eva V. Regel, and Vita Voloshchuk• An Unsettling Affair• How We Keep Caring While Walking Through Our (...) Pain• Adjusting Laboratory Practices to the Challenges of Wartime• Why We Stay• A Semi-Personal Story from a Ukrainian NGO Professional (or a Semi-Professional Story from a Ukrainian Person) Living through the War• When Ethics Survives Where People Do Not: A Story From Darfur• Burma’s Healthcare Under Fire: My Experience as an Exiled Medical Professional• When a Conflict Collapses on a Child: An (Aborted) Medical Evacuation of a Hazara Toddler During the Kabul Airport Blast and the Taliban Takeover• The Vagaries and Vicissitudes of War• Providing Care to a Potential Aggressor: An Ethical Dilemma• One Surgeon’s Experience During Armed Conflict in Ukraine• The Limits of Our Obligations• A Liberating Breath• Soldiers of the Invisible Front: How Ukrainian Therapists Are Fighting for the Mental Health of the Nation Under Fire• Stories of Families with Chronically Ill Pediatric Patients during the War in UkraineCopyright © 2023 Johns Hopkins University Press... (shrink)

Bu çalışma hicrî birinci asrın ikinci yarısında Basra’da hadis ve fıkıh sahasındaki ilmî hareketliliği konu edinir. İlgili dönemde, orada yaşayan sahâbenin en meşhuru ve Hz. Peygamber’le en uzun süre birlikteliğe sahip olması hasebiyle, Enes b. Mâlik’in Basra’daki etkisi özel olarak ele alınır. Bu amaçla Enes b. Mâlik’le ilgili birçok rivayet tahlil edilir ve onun hem Basra’da hem de diğer şehirlerde yaşayan sahâbe ve tâbiûnla arasındaki ilmî ilişkileri üzerinde durulur. Çalışma mezkûr zaman diliminde Basra’da hadis faaliyetlerinin fazla, fıkıh faaliyetlerinin ise az (...) olduğunun tezahürlerini gösterir. Enes’in öğrencileri üzerindeki etkisi; öğrencilerinin fakih mi yoksa muhaddis mi olduğu araştırılır. Enes’in tabiûnla ilişkileri, kendisine yapılan rihleler, başka şehirlerde yaşayan fakih tabiûnun ondan rivayeti, İbn Ebî Şeybe’nin Musannef’i çerçevesinde onun fıkhî şahsiyeti ve başka meseleler incelenir. Böylece onun fıkhî melekesinin İbn Abbas ve İbn Ömer’le aynı derecede olmadığı ve benzer şekilde Basra’nın sahabenin fakihlerinden tabiûnun fakihlerine nakledilen “amel-i mütevâres”e önem veren Medine ve Kufe gibi bir fıkıh şehri olmadığı sonucuna ulaşılır. Basra, müksirûndan olan sahabî Enes b. Malik sayesinde hadislerin rivayetine, yayılmasına ve onlarla amel edilmesine önem verilen bir şehirdi. Ancak bu hadislerin yayılması aynı dönemde Mekke’de İbn Abbas’ın faaliyetleri ile kıyaslanabilecek bir fıkhî faaliyeti de beraberinde getirmedi. Dolayısıyla Basra sahabe döneminde fıkıh ilmî açısından geri kalırken hadis sahasında hareketliydi. Bu nedenle ona fıkıh ve “amel-i mütevâres” değil rivayet şehri denilmesini hak etmektedir. (shrink)

This study intended to examine the effect of information technology (IT) investment and corporate governance mechanism on the performance of the Saudi telecommunication sector with mediating role of corporate social responsibility (CSR). A survey method was used to collect data from the targeted Saudi telecom firm. Results show that corporate governance practices, i.e., internal audit, internal audit committee, and internal board size, have a significant and positive relationship with firm performance. Furthermore, IT investment positively affects the performance of Saudi telecommunication (...) firms. Moreover, CSR mediates the relationship among internal audit, internal audit committee, internal board size, IT investment, and firm performance. This study contributes to the body of knowledge regarding IT investment, corporate governance mechanism, corporate social responsibilities, and firm performance of telecommunication firms in emerging markets. Furthermore, this study will help the top management of the telecom firms to improve corporate governance and IT investment, which will be beneficial to enhance firm performance. (shrink)

In this article, I will offer some remarks on and analysis of the epistemic approach to understanding dialogue and difference of its nature to negotiation. My conceptual deliberations on dialogue have been influenced by two contemporary European philosophers, Hans-Georg Gadamer and Karl Raimund Popper, as well as by the mystical and visionary elaborations of the Persian Islamic thinker, Jalaluddin Rumi of the thirteenth century. I will elaborate on the topics of dialogue and the arts of questioning and listening; dialogue and (...) the issue of language and being; and dialogue and its conduct. I will then address the socio-political conditions necessary for a genuine dialogue; and finally, I will briefly review UNESCO’s raison d'etre and conclude with a discussion of dialogue’s relevance to UNESCO’s mission. (shrink)

By introducing and extending description logic (DLs) and growing up their application in knowledge representation and especially in OWLs and semantic web scope, many shortcomings and bugs were identified that weren’t resolvable in classical DLs and so logicians and computer scientists intended to non-classical and non-monotonic reasoning tools. In this paper, I discuses about abduction problem solvers, and by introducing A-Box abduction in description logics (DLs), such as ALC, discuss about decidability and complexity in different introduced algorithms, and report shortly (...) our team’s advantages in developing and implementation of ΑBox abduction in DLs. (shrink)

Background Respect is essential to providing high quality healthcare, particularly for groups that are historically marginalized and stigmatized. While ethical principles taught to health professionals focus on patient autonomy as the object of respect for persons, limited studies explore patients’ views of respect. The purpose of this study was to explore the perspectives of a multiculturally diverse group of low-income women living with HIV (WLH) regarding their experience of respect from their medical physicians. Methods We analyzed 57 semi-structured interviews conducted (...) at HIV case management sites in South Florida as part of a larger qualitative study that explored practices facilitating retention and adherence in care. Women were eligible to participate if they identified as African American (n = 28), Hispanic/Latina (n = 22), or Haitian (n = 7). They were asked to describe instances when they were treated with respect by their medical physicians. Interviews were conducted by a fluent research interviewer in either English, Spanish, or Haitian Creole, depending on participant’s language preference. Transcripts were translated, back-translated and reviewed in entirety for any statements or comments about “respect.” After independent coding by 3 investigators, we used a consensual thematic analysis approach to determine themes. Results Results from this study grouped into two overarching classifications: respect manifested in physicians’ orientation towards the patient (i.e., interpersonal behaviors in interactions) and respect in medical professionalism (i.e., clinic procedures and practices). Four main themes emerged regarding respect in provider’s orientation towards the patient: being treated as a person, treated as an equal, treated without blame or prejudice, and treated with concern/emotional support. Two main themes emerged regarding respect as evidenced in medical professionalism: physician availability and considerations of privacy. Conclusions Findings suggest a more robust conception of what ‘respect for persons’ entails in medical ethics for a diverse group of low-income women living with HIV. Findings have implications for broadening areas of focus of future bioethics education, training, and research to include components of interpersonal relationship development, communication, and clinic procedures. We suggest these areas of training may increase respectful medical care experiences and potentially serve to influence persistent and known social and structural determinants of health through provider interactions and health care delivery. (shrink)

We present a study of linear models using the concepts of neutrosophic science, the science that was built on the basis that there is no absolute truth, there is no confirmed data, issues cannot be limited to right and wrong only. There is a third state between error and right, an indeterminate, undetermined, uncertain state. It is indeterminacy. Neutrosophic science gave each issue three dimensions, namely (T, I, F), correctness in degrees, indeterminacy in degrees, and error in degrees. It was (...) founded by the American philosopher and mathematician Florentin Smarandache, in 1995 and came as a generalization of fuzzy logic that was founded by the scientist Lotfi. A. Zadeh, in 1965. (shrink)

New mechanisms to ensure that counter ter ror ism ac t ivit ies do not contravene international law or ethical values and principles will require careful design. Apart from the ethical and legal grounds, there are good practical rea-sons to design more effective counterter-rorism measures. Preventable harms to population health contribute to mistrust and instability and undermine the stated objectives of the intelligence services.

This article critiques the ‘withdrawal approach’ to deparochializing global justice and argues for an approach that views ‘departure’ from mainstream theorization as integral to truly critical engagement. It introduces Aakash Singh Rathore’s approach to deparochialization – purportedly founded on Amartya Sen’s The Idea of Justice – as an example of ‘withdrawal approach’ which advocates repudiation of the West-centric and ‘profession-oriented’ academic debate on global justice, and promotion of context-sensitive theories. I argue that Rathore’s ‘withdrawal approach’ springs from an inaccurate reading (...) of Sen’s The Idea of Justice and hence overlooks the critical spirit of Sen’s engagement with the global heritage of ideas and 'critical departure’ from parochial theories. This article further explores three analytical forms of parochialism that dominant theories of global justice may suffer from: epistemic, conceptual and descriptive. Using the case of India’s superrich and their culpability in global poverty, I demonstrate the parochial construction of ‘duties’ in Thomas Pogge’s theory of global poverty. I argue that deparochializing global justice, involving critical engagement with existing theorization along conceptual and descriptive lines, can illuminate a new way forward in global justice research. (shrink)

Through a critical engagement with Jeremy Waldron’s work, as well as the work of other writers, I offer an account of the relative scope of the morality of war, the laws of war, and war crimes. I propose an instrumentalist account of the laws of war, according to which the laws of war should help soldiers conform to the morality of war. The instrumentalist account supports Waldron’s conclusion that the laws of war justifiably prohibit attacks on civilians even if it (...) turns out that some civilians lack a moral right not to be killed. Importantly, the instrumentalist account also offers what Waldron thinks impossible: a non-consequentialist defense of the failure of the laws of war to prohibit the killing of nonthreatening combatants. Finally, I argue that new war crimes can be broader than the morality of war as well as established laws of war and that many of the arguments for defining war crimes more narrowly than either the morality of war or the laws of war are unconvincing. In all of these ways, I hope to carry forward Waldron’s project of exploring the relationship between law and morality in war. (shrink)

This Book Is An In-Depth Study Of Buddhist Philosophy In India And Tibet. The Concentration Is On Ontology/Epistemology And, To A Somewhat Lesser Extent, Soteriology. It Is Based On The Writings Of The Buddhist Philosophers Themselves, From The Unknown Authors Of The Pali `Abhidhamma' Books Down To The Present Dalai Lama Of Tibet. It Takes Into Consideration The Work Of Many Twentieth Century Scholars Of Buddhism In Order To Bring Our Knowledge Of Buddhist Philosophy Up-To-Date. An Exhaustive Index (And Glossary) (...) Has Been Prepared In Order To Help The Reader With The Technical Terms Of Buddhist Philosophy.;;The Two Parts And Fourteen Chapters Of The Book Are As Follows: Part I (India): Ch.I: The Theravada. Ch.Ii: The Sarvastivada. Ch.Iii: The Madhyamaka (1) The Prasangikas Nagarjuna And Candrakirti. Ch.Iv: The Madhyamaka (2) The Prasangikas Aryadeva And Santideva. Ch.V: The Madhyamaka (3) The Svatantrikas. Ch.Vi: The Yogacara (1) Two Yogacara Sutras And Asanga And Vasubandhu. Ch.Vii: The Yogacara (2) Dignaga And Dharmakirti. Ch.Viii: The Yogacara (3) Santarakshita And Kamalasila. Ch.Ix: The `Tathagata-Garbha'. Part Ii (Tibet): Ch.X: The Vajrayana, General Features. Ch.Xi: The Nyingmapa. Ch.Xii: The Sakyapa. Ch.Xiii: The Kagyupa. Ch.Xiv: The Gelugpa. (shrink)

This article reflects on the challenges of developing academic research that is undertaken to create social change. I describe the ways that my research has been generated and guided by activism. Even though the descriptor of my research interests is generally gender‐based violence and mental health, my research is situated within an ongoing political discourse that fundamentally opposes and normatively challenges ideologies such as those implemented at a governmental level during the Taliban regime in Afghanistan that continue to have power (...) over Afghan women’s lives. I critique the emergence of two research projects that work with women survivors of violence and develop trauma therapeutic interventions using traditional storytelling. My positionality as a woman of Muslim origin and an academic in the U.K. resulted in inescapable juxtapositions and the necessary blurring of the boundaries between personal and professional viewpoints as well as highlighting the potency of traumatic stories in contexts of conflict, oppression, silencing and marginalization. I go on to explain why I have a moral obligation as an ethicist working in global health, with resources and expertise, to systematically develop my research questions and objectives in accordance with the end‐goal of tackling and deconstructing harmful ideologies and practices towards women and girls in societies marred by the violent complexities of national and international conflicts. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:When a Conflict Collapses on a Child: An (Aborted) Medical Evacuation of a Hazara Toddler During the Kabul Airport Blast and the Taliban TakeoverAyesha AhmadI work in the capacity of an academic researching conflict in Afghanistan. My commitment is rooted in the firm terrain of friendships that merged into sisterhood of the Afghan terrain spaning decades of war but which is also the home of poetics and legacies that (...) refuse to be clouded by the traumas of the land.As a medical ethicist situated in global health, I perceive the inadequate focus on recognising the mental health needs born from living in war as a moral injustice and a form of silencing the suffering. This injustice should be held by the geopolitical hands that play the chords of conflict.However, such research is all too often concluded before it can develop as too dangerous, or too risky, or even as unethical because potential participants are perceived (often, unjustifiably so) to be too vulnerable.Another peril of research is the boundary drawn between a particular experience of the research objective and the life experience of the research participant. Connecting as a researcher and in a personal capacity, I fell into a chasm unseen in the context from where I work in London, United Kingdom.I remember the evening before Kabul city fell to the forced control of the Taliban. My friends reminisced during a nightfall reflection on the battles where the city walls had barricaded its inhabitants from centuries of invaders trying to access the valley of a city surrounded by mountains. Kabul city is a haven for war. Its geographic location makes it desirable to conquer, but part of its desirability is because of how the mountains envelop where the languages, ethnicities, religions, and stories of the Silk Road have settled and rested. Once conquered, the city protects you. And Kabulis felt safe. And to that end, on that fateful night, we ended our conversation in the confidence of hope; that Kabul city would not fall, and with the heart of the country still intact, Afghanistan would be saved.The dawn arrived and so did the approach of the Taliban to the city gates. There were frantic and rapid whispers that transformed into screams. And then the moment came, the Taliban were within the city walls.The juxtaposition between the regular London traffic heaving and breathing, and the frantic, panicked sounds of horns and vehicles fleeing in Kabul that I heard through WhatsApp audios in the background to friends narrating their journey home, was as stark as the peace and war they both echoed. [End Page 167]Soon the stories started speaking, pleading, paining, pressuring—stories seeking survival. In the dawn, instead of the sun breaking the sky, I broke the morning to a friend during a telephone conversation who had just awoken and had not yet received the news. I told my friend that the Taliban were in Kabul city. The reaction was grief, just like the grief I had heard in their voice a few months prior when their beloved father had passed away and entered the grave before they had breathed the new dawn. In the dusk, instead of the moon shining upon the city, women, families, and children were sheltering from the darkness of the grave closing amid their breathing bodies.Then, the blast came. In the energy of the quest for safety, people, walking like pilgrims, surrounded Kabul airport, queuing like worshippers. Prayers died. Hell rose. The waiting crowd was fired upon. The air did not offer breath; instead, a final moment of the sound of war that had blighted lives.In the crowd was a family who I dedicate this article to. I write the story of the father, the mother, the daughter, and the son of that day. The family was Hazara, a disputed and discriminated ethnic minority in Afghanistan, of a legacy traced to the invasion of Genghis Khan, the founder of the Mongol Empire. Theirs is a story of travellers and a soil of stories; a particularly profound story because the parents had specialised in geology and were experts of the stones of their long heritage. Yet, still, they... (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Art in Social Studies: Exploring the World and Ourselves with RembrandtIftikhar Ahmad (bio)IntroductionRembrandt’s art lends itself as a fertile resource for teaching and learning social studies. His art not only captures the social studies themes relevant to the Dutch Golden Age, but it also offers a description of human relations transcending temporal and spatial frontiers. Rembrandt is an imaginative storyteller with a keen insight for minute details. His (...) narrative of the culture, society, economy, geography, and contemporary events of seventeenth-century Dutch life is as vivid and perceptive as a historian’s eloquent text. How people lived in community, how the city of Amsterdam functioned, how important religion was to people, how diverse and cosmopolitan the culture was, how interdependent the world was in the seventeenth century, and what the social and civic ideals of the Dutch people were during the Golden Age—Rembrandt’s paintings, etchings, and drawings neatly organize these and other social studies themes into visual messages. More importantly, our appreciation and interpretation of Rembrandt’s work helps us learn about not just Dutch society and culture of four hundred years ago but also about ourselves. The passion, emotions, conflicts, and inspirations of his subjects are essentially human and eternal, arousing empathy in every generation and cross-section of society. In this article I look at Rembrandt’s art for the purpose of teaching and learning social studies in our contemporary interdependent world—a world that is chronologically and geographically distant from the Dutch Golden Age but in many respects shares its enduring values, norms, ideals, pursuits, challenges, and possibilities. To do so, I employ a conceptual lens—the curriculum thematic strands of the National Council for the Social Studies (NCSS)—to examine Rembrandt’s art in order to explore life and make meaning of the story that is being told about the human condition, and to seek out its relevance to ourselves and [End Page 19] our world in the early twenty-first century. Although Rembrandt’s oeuvre is extensive, including the diverse genres of self-portraits, group portraits, drawings, etchings, landscapes, and religious themes, for our limited purpose I have selected only those works that, in my judgment, correspond with the following seven of the ten thematic curriculum strands of the NCSS:CultureTime, Continuity, and ChangePeople, Places, and EnvironmentIndividual Development and IdentityProduction, Distribution, and ConsumptionGlobal ConnectionsCivic Ideals and PracticesThese thematic curriculum strands are derived from the foundational disciplines of the social sciences and humanities such as anthropology, history, geography, sociology, political science, psychology, economics, philosophy, and law, but they are conceptually interrelated.1 For example, culture is a core concept in anthropology but it is also relevant to Time, Continuity, and Change, which is the main concept in the history discipline. Similarly, culture is relevant to the theme of People, Places, and Environment, which is the central focus of geography. More importantly, since social studies is about human experiences, there is a general consensus among the social studies educators that classroom teachers should draw content knowledge not just from the social sciences as mentioned here but from wide sources “to construct curricular experiences enabling students to actively relate new knowledge to existing understanding.”2 That is to say all fields of knowledge that are related to human civilization and that help in developing students’ skills in reflective thinking, decision making, and problem solving are relevant to social studies education. Those fields also include art. Rembrandt’s art is especially relevant because his themes are universal and the social, political, and economic contexts in which he created his work—globalization, individualism, and free enterprise—are more or less similar to our age.It needs to be mentioned that by looking at Rembrandt’s art from the social studies perspective it is not my intention to strip his work of its aesthetic scope and value. On the contrary, by looking at Rembrandt in the social studies classroom I seek to humanize social studies education itself. That [End Page 20] is to say I wish to step back from the conventional view of social studies to feel free from the bonds of traditionalism and discover, describe, analyze... (shrink)

Ideas such as “I am born a labor, poor, a hereditary syphilitic/unhandy” are ones that people tend to resort to as excuses when they feel as if the odds of life are stacked against them and characterized it either “fate” or punishment. In every life situation, an individual finds a choice. In the contemporary world, human life faces boundary situations (COVID) and messy lived experiences such as paralysis, which have different consequences for different people. However, life seems more difficult for (...) the less fortunate to escape their predicament and enjoy a better life. The presence of difficult human conditions in the world brings some serious questions concerning our fate, facticity, situation, and freedom into a sharp focus. In this connection, the paper attempts to rethink Sartre’s idea of absolute freedom in the context of situations that Sartre characterizes as facticity. Since Sartre affirms that humanity encounters certain restrictions on the road of freedom he also claims that freedom alone may change the situation of an individual. The study, however, tries to explore how an individual enjoys freedom despite certain restrictions and limitations and explain how both of these points of view are valid. The work, however, interprets Sartre’s idea of absolute freedom in terms of existential counseling to transcend facticity and break the barriers that prevent people from living a free, authentic, and worthwhile life. (shrink)

Hate speech (‘al-jahr bi’-sūʾ min al-qawlin the Qur’anic description) continues to be the subject of contentious debate. Arguably, the notion of “unregulated speech” in the liberal discourse encourages hate speech on the pretext of “defending” the right to freedom of speech. Islam recogniseshuman dignityas the underlying basis of all human rights and freedoms, including the right to freedom of speech. Here arise two core questions. First, is freedom of speech and expression an absolute right or has Islam imposed certainconditionson the (...) human agency while this right is exercised? Second, what do theseconditionsconcerning freedom of speech imply about the regulation of hate speech? I approach these questions by beginning with the introduction ofkaramahprinciple followed by an overview of theoretical conceptualisations of free speech in the Western context. Finally, the Islamic position on the subject is brought forth through the conceptual analysis of relevant Islamic texts. The article draws three conclusions. First, human dignity is the intrinsic condition that surpasses all rights and freedoms. Second, the idea of “unregulated speech” is controversial and has been a reason forharminghuman dignity and making the public discourse inimical to social order. Third, there should be a legal, moral and rational reconciliation between exercising ‘speech limitations’ and ‘free speech’ to ensure sustainable peace and social cohesion. (shrink)

Software defects prediction at the initial period of the software development life cycle remains a critical and important assignment. Defect prediction and correctness leads to the assurance of the quality of software systems and has remained integral to study in the previous years. The quick forecast of imperfect or defective modules in software development can serve the development squad to use the existing assets competently and effectively to provide remarkable software products in a given short timeline. Hitherto, several researchers have (...) industrialized defect prediction models by utilizing statistical and machine learning techniques that are operative and effective approaches to pinpoint the defective modules. Tree family machine learning techniques are well-thought-out to be one of the finest and ordinarily used supervised learning methods. In this study, different tree family machine learning techniques are employed for software defect prediction using ten benchmark datasets. These techniques include Credal Decision Tree, Cost-Sensitive Decision Forest, Decision Stump, Forest by Penalizing Attributes, Hoeffding Tree, Decision Tree, Logistic Model Tree, Random Forest, Random Tree, and REP-Tree. Performance of each technique is evaluated using different measures, i.e., mean absolute error, relative absolute error, root mean squared error, root relative squared error, specificity, precision, recall, F-measure, G-measure, Matthew’s correlation coefficient, and accuracy. The overall outcomes of this paper suggested RF technique by producing best results in terms of reducing error rates as well as increasing accuracy on five datasets, i.e., AR3, PC1, PC2, PC3, and PC4. The average accuracy achieved by RF is 90.2238%. The comprehensive outcomes of this study can be used as a reference point for other researchers. Any assertion concerning the enhancement in prediction through any new model, technique, or framework can be benchmarked and verified. (shrink)

Talk of mechanisms is ubiquitous in the natural sciences. Interdisciplinary fields such as biochemistry and pharmacy frequently discuss mechanisms with the assistance of diagrams. Such diagrams usually depict entities as structures or boxes and activities or interactions as arrows. While some of these arrows may indicate causal or componential relations, others may represent temporal or operational orders. Importantly, what kind of relation an arrow represents may not only vary with context but also be underdetermined by empirical data. In this manuscript, (...) we investigate how an analysis of pharmacological mechanisms in terms of producing and underlying mechanisms—as discussed in the contemporary philosophy of science—may shed light on these issues. Specifically, we shall argue that while pharmacokinetic mechanisms usually describe causal chains of production, pharmacodynamics tends to focus on mechanisms of action underlying the in vivo effects of a drug. Considering the action of thyroid gland hormones in the human body as a case study, we further demonstrate that pharmacodynamic schemes tend to incorporate entities and interactions on multiple levels. Yet, traditional pharmacodynamic schemes are sketched “flat”, i.e., non-hierarchically. We suggest that transforming flat pharmacodynamic schemes into mechanistic multi-level representations may assist in disentangling the different kinds of mechanisms and relations depicted by arrows in flat schemes. The resulting Baumkuchen model provides a powerful and practical alternative to traditional flat schemes, as it explicates the relevant mechanisms and relations more clearly. On a more general note, our discussion demonstrates how pharmacology and related disciplines may benefit from applying concepts from the new mechanist philosophy to guide the interpretation of scientific diagrams. (shrink)

Bu çalışma, Suyûtî’nin el-İtkân fî ulûmi’l-Kur’ân isimli kitabının birinci türüyle ilgili bir incelemedir. Bu başlık nüzul zamanı ve mekânı ile ilgili Kur’ân ayetlerinin taksimi konusunda söylenen sözlerin tahlilini içermektedir. Ebu’l-Kâsım el-Hasan b. Muhammed en-Nisabûrî bu türleri et-Tenbîh 'alâ fadl-i ulûmi’l-Kur’ân isimli kitabında 25 türe ayırmıştır. Bu türlerin, Kur’ân ilimlerinin en üstünü ve tefsir ilmine başlamak için şart olduğunu ifade etmiştir. Suyûtî, İtkânı’nda bu türlerin çoğunu müstakil başlıklar altında ele alarak bu görüşe katılmıştır. Bu durum bazı âlimlerin çekingen kaldığı diğer bazılarının (...) abartı ve aşırılık olarak nitelediği, bir kısmının da şüpheye kapı araladığını belirttikleri bir husustur. Bu şüphelerin en önemlilerinden birisi de Kur’ân’ın tarihselliği söylemidir. Zira Mekkî ve Medenî konusunda aktarılanlar, pek çok müsteşrik ve modernistin Kur’ân’ın bütün zaman ve mekânlar için geçerli olmasını reddetmelerinde onların imdadına yetişmiştir. İşte bu araştırma konuyla ilgili en önemli görüş ve söylemlerin problemlerini gidererek çözüm yollarını ortaya koyan bir analiz ve tartışmadır. Ayrıca bu araştırma şüphe yollarının kapatılmasına katkı sağlayacak, Mekkî ve Medenî konusunda geniş bir bakışı açısı sunacaktır. (shrink)

The coastal zone of Bangladesh is endowed with dynamic ‘Terrestrial’ and ‘Coastal and Marine ecosystem’. The zone confronts with declined environmental quality owing to unethical anthropogenic interventions. Few studies regarding ethical attitudes of local communities to conserve the coast were conducted earlier. Two objectives, such as (i) heavy metal concentration, and (ii) physio-chemical quality of sample soil and water were selected to reveal the environmental state of study area. Five heavy metals like- Cadmium, Copper, Iron, Lead, and Zinc; and four (...) physio-chemical parameters such as, the pH, Electrical Conductivity, Temperature, and Turbidity of sample soil and water were measured. The average concentration of Pb in soil is 10 times higher than world average (0.03 mg/g), while Cd concentration in soil is two times more than world average (0.11 mg/L). The concentration of Fe at Inani beach water is 1.54 mg/g more than world average (3.4 mg/g). The physio-chemical parameters are within standard range. Unethical discharge of toxic effluents from shrimp hatcheries, and municipal garbage are main sources of pollution, which ensue into environmental degradations. Concentration of five heavy metals and Calcium Carbonate (CaCO3) in sample mollusk shells exhibit biodiversity deterioration. The mollusk shells from Inani beach contains 0.04 mg/L Cd,0.08 mg/L Cu, 0.42 mg/L Fe, 0.38 mg/L Pb, and 0.07 mg/L Zn. The CaCO3 content in mollusk shells at Inani beach is 49.5%, which indicates the degradation of the mollusks, as shells normally are made with 95% - 97% Calcium Carbonate. Hence, the Department of Environment (DOE), Bangladesh (GoB) declared the area as an ‘Ecologically Critical Area’ (ECA). The concerned stakeholders, like- CPP volunteers and officials, Forest Division, Fisheries Research Institute, Bangladesh Water Development Board, Union Chairman and Journalists of Cox’s Bazar recommended insertion of moral values among local stakeholders through trainings, motivational lectures, demonstrations and dramas, as well as, incorporation of lessons about consequences of unethical activities upon geo-environment into text books. Though least practice has been found regarding moral values during survey, the present research advocates in developing ‘Knowledge pool’ about coastal environment, creating awareness, and developing moral ethics among the local, regional and national stakeholders. (shrink)

Scholarship on gender and policing has frequently applied gendered organizational theory to understand how this type of organization and the men who run it produce gendered difference and inequity at the workplace. In this article, I draw on ethnographic research on lower ranked policewomen in Pakistan and contend that to fully fathom women’s marginalization at work, an analysis must not limit itself to the organization or the men who create the inequity but must also focus on women’s workplace behavior. My (...) research sheds light on women’s anxieties about working with a large number of men and about people questioning their morality and character because they do so. I also demonstrate how their subsequent coping strategies can impede their professional development and reproduce their marginalization at their workplace. This woman-centric approach, which examines how policewomen navigate gendered landscapes in different patriarchal social spaces, therefore shows that workplace inequity is the collective result of the interplay between different actors and social structures, and leads to a more complex understanding of this phenomenon. (shrink)

The dominant debate on Islam and democracy continues to operate in the realm of normativity. This article engages with key literature showing limits of such a line of inquiry. Through the case study of India’s Islamist organization, Jamaat-e-Islami, I aim at shifting the debate from textual normativity to demotic praxis. I demonstrate how Islam and democracy work in practice, and in so doing offer a fresh perspective to enhance our understandings of both Islam and democracy. A key proposition of this (...) article is that rather than discussing the cliché if Islam is compatible with democracy, or Islam should be democratized, we study the ‘hows’ of de-democratization in Muslim societies. (shrink)