The stability of the power grid is concernment due to the high demand and supply to smart cities, homes, factories, and so on. Different machine learning and deep learning models can be used to tackle the problem of stability prediction for the energy grid. This study elaborates on the necessity of IoT technology to make energy grid networks smart. Different prediction models, namely, logistic regression, naïve Bayes, decision tree, support vector machine, random forest, XGBoost, k-nearest neighbor, and optimized artificial neural (...) network, have been applied on openly available smart energy grid datasets to predict their stability. The present article uses metrics such as accuracy, precision, recall, f1-score, and ROC curve to compare different predictive models. Data augmentation and feature scaling have been applied to the dataset to get better results. The augmented dataset provides better results as compared with the normal dataset. This study concludes that the deep learning predictive model ANN optimized with Adam optimizer provides better results than other predictive models. The ANN model provides 97.27% accuracy, 96.79% precision, 95.67% recall, and 96.22% F1 score. (shrink)

This sixth volume of Collected Papers includes 74 papers comprising 974 pages on (theoretic and applied) neutrosophics, written between 2015-2021 by the author alone or in collaboration with the following 121 co-authors from 19 countries: Mohamed Abdel-Basset, Abdel Nasser H. Zaied, Abduallah Gamal, Amir Abdullah, Firoz Ahmad, Nadeem Ahmad, Ahmad Yusuf Adhami, Ahmed Aboelfetouh, Ahmed Mostafa Khalil, Shariful Alam, W. Alharbi, Ali Hassan, Mumtaz Ali, Amira S. Ashour, Asmaa Atef, Assia Bakali, Ayoub Bahnasse, A. A. Azzam, Willem K.M. Brauers, Bui (...) Cong Cuong, Fausto Cavallaro, Ahmet Çevik, Robby I. Chandra, Kalaivani Chandran, Victor Chang, Chang Su Kim, Jyotir Moy Chatterjee, Victor Christianto, Chunxin Bo, Mihaela Colhon, Shyamal Dalapati, Arindam Dey, Dunqian Cao, Fahad Alsharari, Faruk Karaaslan, Aleksandra Fedajev, Daniela Gîfu, Hina Gulzar, Haitham A. El-Ghareeb, Masooma Raza Hashmi, Hewayda El-Ghawalby, Hoang Viet Long, Le Hoang Son, F. Nirmala Irudayam, Branislav Ivanov, S. Jafari, Jeong Gon Lee, Milena Jevtić, Sudan Jha, Junhui Kim, Ilanthenral Kandasamy, W.B. Vasantha Kandasamy, Darjan Karabašević, Songül Karabatak, Abdullah Kargın, M. Karthika, Ieva Meidute-Kavaliauskiene, Madad Khan, Majid Khan, Manju Khari, Kifayat Ullah, K. Kishore, Kul Hur, Santanu Kumar Patro, Prem Kumar Singh, Raghvendra Kumar, Tapan Kumar Roy, Malayalan Lathamaheswari, Luu Quoc Dat, T. Madhumathi, Tahir Mahmood, Mladjan Maksimovic, Gunasekaran Manogaran, Nivetha Martin, M. Kasi Mayan, Mai Mohamed, Mohamed Talea, Muhammad Akram, Muhammad Gulistan, Raja Muhammad Hashim, Muhammad Riaz, Muhammad Saeed, Rana Muhammad Zulqarnain, Nada A. Nabeeh, Deivanayagampillai Nagarajan, Xenia Negrea, Nguyen Xuan Thao, Jagan M. Obbineni, Angelo de Oliveira, M. Parimala, Gabrijela Popovic, Ishaani Priyadarshini, Yaser Saber, Mehmet Șahin, Said Broumi, A. A. Salama, M. Saleh, Ganeshsree Selvachandran, Dönüș Șengür, Shio Gai Quek, Songtao Shao, Dragiša Stanujkić, Surapati Pramanik, Swathi Sundari Sundaramoorthy, Mirela Teodorescu, Selçuk Topal, Muhammed Turhan, Alptekin Ulutaș, Luige Vlădăreanu, Victor Vlădăreanu, Ştefan Vlăduţescu, Dan Valeriu Voinea, Volkan Duran, Navneet Yadav, Yanhui Guo, Naveed Yaqoob, Yongquan Zhou, Young Bae Jun, Xiaohong Zhang, Xiao Long Xin, Edmundas Kazimieras Zavadskas. (shrink)

Compliance is a key concept in health care and affects all areas of health care including diabetes. Non-compliance has previously been a label attached to many patients without much thought having been given to the causes of poor compliance. Over the last few decades there has been a large volume of research focusing on compliance that has exposed the multitude of factors affecting compliance. Even the definition is not clear cut and so comparability between studies is not without difficulties. A (...) better understanding of the factors affecting compliance, including the doctor/patient relationship, has allowed the evolution of “concordance”. Concordance views the patient as being the equal of the healthcare provider and as having a right to make informed decisions. In a condition such as diabetes, which has many potential long term complications, it is vital that concordance is embraced in the healthcare system in order to improve care. (shrink)

The article explores the concept of infodemics during the COVID-19 pandemic, focusing on the propagation of false or inaccurate information proliferating worldwide throughout the SARS-CoV-2 health crisis. We provide an overview of disinformation, misinformation and malinformation and discuss the notion of “fake news”, and highlight the threats these phenomena bear for health policies and national and international security. We discuss the mis-/disinformation as a significant challenge to the public health, intelligence, and policymaking communities and highlight the necessity to design measures (...) enabling the prevention, interdiction, and mitigation of such threats. We then present an overview of selected opportunities for applying technology to study and combat disinformation, outlining several approaches currently being used to understand, describe, and model the phenomena of misinformation and disinformation. We focus specifically on complex networks, machine learning, data- and text-mining methods in misinformation detection, sentiment analysis, and agent-based models of misinformation spreading and the detection of misinformation sources in the network. We conclude with the set of recommendations supporting the World Health Organization’s initiative on infodemiology. We support the implementation of integrated preventive procedures and internationalization of infodemic management. We also endorse the application of the cross-disciplinary methodology of Crime Science discipline, supplemented by Big Data analysis and related information technologies to prevent, disrupt, and detect mis- and disinformation efficiently. (shrink)

Do chief financial officers (CFOs) of publicly held corporations agree with the Institute of Management Accountants' (IMA) Standards of Ethical Conduct and are they willing to adopt them? To address these issues, a survey was conducted concerning the Standards. The IMA issued the Pronouncement of Standards in June, 1982.In November, 1992, 790 survey questionnaires were mailed to chief financial officers (CFOs) of corporations listed in Forbes. These CFOs held the positions of vice president of finance and controller. Completed questionnaires were (...) received from 208 CFOs representing a 26.3% response rate. The questionnaire employed a 5-point Likert scale and included seven demographic questions to facilitate the interpretation of the findings. (shrink)

This is a rudimentary paper written to claim my connection that the American and the erstwhile Indian modes of psychoanalysis are more authentic modes vis-à-vis the French mode. Some of the claims I make in this paper have been already published in Prabuddha Bharata and some are forthcoming. For instance, I have written on Ritalin which is pertinent to this discussion yet I have avoided mentioning this since my contention regarding Ritalin is pending publication in Prabuddha Bharata. Addition : 2020, (...) my comments on the efficacy of Ritalin have been published last year in Prabuddha Bharata. (shrink)

If a quiz‐master were to ask the question, “Is there anything common among the philosophies of the world?” the answer that should come from the participants with perfect aplomb is, “Yes, the concern for truth.” The presumed unanimity of this response, however, does not imply that philosophers possess a uniform understanding of the notion of truth. There are, indeed, many similarities in the way great minds think on this topic, yet divergences among them are also too significant to be ignored. (...) In this article, therefore, I propose to expound the various aspects of truth from a typically Indian perspective (although, of course, in the contemporary philosophical idiom) before making a comparative assessment of different philosophical theories of truth. (shrink)

This article studies the effects of social institutions on organizational corruption at the societal level by focusing on the possible interactions between the institutional pillars that have been identified in past research. Based on these three institutional aspects or pillars, this article tests the interactive effects of social institutions among societies throughout the world. The results suggest that the three institutional pillars have significant interactive effects on organizational corruption at the societal level. A discussion of the implications of the research (...) findings for researchers and practitioners is given. (shrink)

This article studies the effects of social institutions on organizational corruption at the societal level by focusing on the possible interactions between the institutional pillars that have been identified in past research. Based on these three institutional aspects or pillars, this article tests the interactive effects of social institutions among societies throughout the world. The results suggest that the three institutional pillars have significant interactive effects on organizational corruption at the societal level. A discussion of the implications of the research (...) findings for researchers and practitioners is given. (shrink)

How can a manager or an organization refine and enrich its global mindset orientation? A radically different frame of aligning people, strategy and purpose may be through the extension and enrichment of a global mindset rather than strategy or structure. This article explores the concept of global mindset from a new perspective and forwards a number of specific action frames for managers to reflect on. The article contends that the negative effects of contemporary globalization can only be overcome through the (...) enrichment of global vision of managers everywhere. As for applicability, the article argues that mindset development can only contribute to the sustainability of organizations and societies. (shrink)

How can a manager or an organization refine and enrich its global mindset orientation? A radically different frame of aligning people, strategy and purpose may be through the extension and enrichment of a global mindset rather than strategy or structure. This article explores the concept of global mindset from a new perspective and forwards a number of specific action frames for managers to reflect on. The article contends that the negative effects of contemporary globalization can only be overcome through the (...) enrichment of global vision of managers everywhere. As for applicability, the article argues that mindset development can only contribute to the sustainability of organizations and societies. (shrink)

The studio/label as auteur -- Gender and degrees of popular music authorship -- The singular and collective : the writer as auteur -- The interpreter as auteur -- The producer/re-mixer as auteur -- The Zeitgeist as auteur : contexts, scenes & technologies -- Coda : the seeker and the sought.

When ethics committees are consulted about patients who have or need court-appointed guardians, they lack empirical evidence about several common issues, including the relationship between guardianship and prolonged, potentially medically unnecessary hospitalizations for patients. To provide information about this issue, we conducted quantitative and qualitative analyses using a retrospective cohort from Veterans Healthcare Administration. To examine the relationship between guardianship appointment and hospital length of stay, we first compared 116 persons hospitalized prior to guardianship appointment to a comparison group (n (...) = 348) 3:1 matched for age, diagnosis, date of admission, and comorbidity. We then compared 91 persons hospitalized in the year following guardianship appointment to a second matched comparison group (n = 273). Mean length of stay was 30.75 days (SD = 46.70) amongst those admitted prior to guardianship, which was higher than the comparison group (M = 7.74, SD = 9.71, F = 20.75, p. (shrink)

We applaud Ram Frost for highlighting the need for multicultural perspectives while developing universal models of visual word recognition. We second Frost's proposal that factors like lexical morphology should be incorporated besides purely orthographic features in modeling word recognition. In support, we provide fresh evidence from Hindi, an example of hitherto under-represented alphasyllabic orthographies, in which flexible encoding of akṣara position is constrained by the morphological structure of words.

The Aesthetic Brain takes the reader on a wide-ranging journey addressing fundamental questions about aesthetics and art. Using neuroscience and evolutionary psychology, Chatterjee shows how beauty, pleasure, and art are grounded biologically, and offers explanations for why beauty, pleasure, and art exist at all.

Advances in cognitive neuroscience make cosmetic neurology in some form inevitable and will give rise to extremely difficult ethical issuesConsider the following hypothetical case study. A well heeled executive walks into my cognitive neurology clinic because he is concerned that he is becoming forgetful. It turns out that he is going through a difficult divorce and my clinical impression is that his memory problems stem from the stress he is experiencing. I place him on a selective seratonin reuptake inhibitor, sertraline, (...) and in a few weeks he feels better. Around this time his 13 year old daughter has difficulty at school and is diagnosed by the school psychologist as having attention deficit disorder. I place her on adderall, a stimulant combination drug, which seems to help with her behaviour in school. My patient then comes to me because he is experiencing the “tip of the tongue” phenomena more frequently. He is concerned that his word finding difficulty interferes with his ability to function in high level meetings. I suggest we try a cholinesterase inhibitor to see if this helps. I am careful to explain that the Food and Drug Administration does not approve such a use for this medication. He wants to try it and is pleased with the results.A few months later, this patient visits me with his 16 year old son, a talented middle distance runner. His father thinks if he were just a bit better, among the elite high school runners in the state, he would be far more competitive as an applicant for selective colleges. We discuss various options. Because of a recent report that sildenafil, which is used conventionally for male impotence, may improve oxygen carrying capacity, I prescribe this medication. The son does not object.Encouraged by these pharmacologic successes, my patient …. (shrink)

This book provides a detailed analysis of classical and modern Indian views on consciousness along with their related meditative methods. It offers a critical analysis of three distinct trends of Indian thought.

This study integrates insights from stakeholder theory and the literature on competitive dynamics and incumbent responses to entry. While research in economics and strategy has examined how market incumbents respond to new entrants, little is known about the heterogeneity in these responses to the entry of a stakeholder-oriented firm; our study addresses this research gap. Findings from a novel, longitudinal dataset of 206 granularly defined pharmaceutical markets in India suggest that stakeholder-oriented firm entry in these markets is associated with an (...) impact on prices and product differentiation with heterogeneous responses from high-end and low-end incumbents. Specifically, entry by a stakeholder-oriented firm results in a reduction in prices and dosage sizes from high-end incumbents, whereas low-end incumbents respond in the opposite direction. (shrink)

Management of meaning inside organizations has been an enduring issue in organization studies. Issues relating to commitment and control through the meaning-making mechanisms have been studied by organization culture theorists for sometime now. However, rapidly changing dynamics of the business environment lend these issues a critical salience today. Two factors of this dynamic context are particularly noteworthy. Firstly, a redefinition of the long-standing employment relationship—loyalty no longer being traded for lifelong employment—has led management to look for alternative sources of gaining (...) commitment from their employees. Second, several factors—socio-cultural, organizational and individual—have led the employees today to explore issues relating to meaning and purpose in their workplaces. Labelled variously by different scholars, the most widely accepted term for this growing movement is ‘Spirituality at Work’. In this article we link the two factors to present a framework wherein the emergence of an issue from the private individual domain to the organizational is seen as having the potential of answering concerns of eliciting commitment from employees in a turbulent environment. However, the SAW movement is accompanied by vigorous debates about the concept itself and on how it is to be studied. In the course of this article we present the central conceptual debates that have characterized the SAW discourse to emerge with three definitional themes to understand and study SAW, and then argue for utilizing the person–organization fit lens to study SAW. We end with a conceptual framework that would enable researchers to make a comprehensive study of the elusive phenomenon of SAW. (shrink)

The placenta invades the adjacent uterus and controls the maternal immune system, like a cancer invades surrounding organs and suppresses the local immune response. Intriguingly, placental and cancer cells are globally hypomethylated and share an epigenetic phenomenon that is not well understood – they fail to silence repetitive DNA sequences that are silenced in healthy somatic cells. In the placenta, hypomethylation of retrotransposons has facilitated the evolution of new genes essential for placental function. In cancer, hypomethylation is thought to contribute (...) to activation of oncogenes, genomic instability, and retrotransposon unsilencing; the latter, we postulate, is possibly the most important consequence. Activation of placental retrotransposon-derived genes in cancer underpins our hypothesis that hypomethylation of these genes drives cancer cell invasion. This alludes to an interesting paradox, that while placental retrotransposon-derived genes are essential for promoting early hominid life, the same genes promote disease-susceptibility and death through cancer. Placental and cancer cells fail to silence retrotransposons that are normally silenced in healthy tissues. This has created new genes that are essential for placental function, yet they are also expressed in cancer. We hypothesize that active retrotransposons are a double-edged sword, contributing both adaptive and deleterious functions to biology. (shrink)

The lesion and transplantation data cited by Sinden et al., when considered in tandem, seem to harbor an internal inconsistency, raising questions of false localization of function. The extrapolation of such data to cognitive impairment and potential treatment strategies in Alzheimer's disease is problematic. Patients with focal basal forebrain lesions (e.g., anterior communicating artery aneurysm rupture) might be a more appropriate target population.

This book is a unique re-conceptualization of Marxism that brings together works by leading Marxist scholars across disciplines ' historical, philosophical, economic, political, social, literary and aesthetic ' in one comprehensive corpus for the first time. It argues that the works and philosophy of Marx and Engels continue to be relevant today.