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Antisocial personality disorder (ASPD) and psychopathy are similar, but distinct, psychiatric conditions that are common in male and female inmates; a segment of the population with high rates of trauma exposure. It is unclear whether specific types of lifetime trauma are associated with ASPD and psychopathy in incarcerated women and men. Furthermore, the unique roles of post-traumatic stress disorder (PTSD) symptom severity and trauma victimization in antisocial personality disturbance are not well-understood. The paper aims to discuss these issues.

This study investigated associations between trauma variables (different kinds of traumatic experiences and PTSD) and antisocial personality variables (ASPD and psychopathy) in a sample of incarcerated women and men who participated in a randomized clinical trial for major depressive disorder. In total, 88 incarcerated men and women were assessed for ASPD diagnosis, psychopathy severity, PTSD symptom severity, and history of physical, sexual, and crime-related trauma. Regression analyses predicted ASPD or psychopathy from trauma variables, controlling for gender.

Physical trauma was the only form of trauma that was significantly related to psychopathy. Physical trauma and crime-related trauma were associated with ASPD. PTSD symptom severity was not associated with psychopathy or ASPD.

There are associations between some kinds of lifetime trauma exposure and current ASPD/psychopathy in the target sample, but these associations do not appear to be mediated through current PTSD symptoms.

The deep learning-based recommender framework (DLRF) is based on an improved long short-term memory (LSTM) structure with additional controllers; thus, it considers contextual information for state transition. It also handles irregularities in the data to enhance performance in generating recommendations while modelling short-term preferences. An algorithm named a multi-preference integrated algorithm (MPIA) is proposed to have dynamic integration of both kinds of user preferences aforementioned. Extensive experiments are made using Amazon benchmark datasets, and the results are compared with many existing recommender systems (RSs).

RSs produce quality information filtering to the users based on their preferences. In the contemporary era, online RSs-based collaborative filtering (CF) techniques are widely used to model long-term preferences of users. With deep learning models, such as recurrent neural networks (RNNs), it became viable to model short-term preferences of users. In the existing RSs, there is a lack of dynamic integration of both long- and short-term preferences. In this paper, the authors proposed a DLRF for improving the state of the art in modelling short-term preferences and generating recommendations as well.

The results of the empirical study revealed that the MPIA outperforms existing algorithms in terms of performance measured using metrics such as area under the curve (AUC) and F1-score. The percentage of improvement in terms AUC is observed as 1.3, 2.8, 3 and 1.9% and in terms of F-1 score 0.98, 2.91, 2 and 2.01% on the datasets.

The algorithm uses attention-based approaches to integrate the preferences by incorporating contextual information.

This case helps students to analyze non-financial and financial aspects of a company and observe quantitative and qualitative aspects of decisions and decide whether to invest or not and give suggestions to sell, buy or hold stocks. The case is expected to help the students understand and analyze the following points: the overall performance of the company and industry, how fundamental and technical analysis is applied to reach investment decisions, the areas where Jet Airways occupies the top position compared to peer group (competitor analysis), the company’s financial position and valuation with the help of tools and techniques and suggestions and observations to shareholders whether to buy/sell or hold shares.

This case can be used for MBA (Finance) students on equity research and valuation. Students are introduced to the fundamental procedures of equity research and analysis – evaluating sector desirability, financial modeling, equity valuation methods. To enhance research skills, students are required to acquire basic knowledge on macro and micro economic indicators. This case helps students to analyze non financial and financial aspects of a company and observe quantitative and qualitative aspects of decisions and decide whether to invest or not and give suggestions to sell, buy or hold stocks.

Mr Rahul, a consultant in Karvey brokerage house was about to leave the office on the evening of March 24, 2015 when the phone rang. It was Mr Srirag, one of his clients and close friends who was passionate about investing in shares. Mr Rahul with his two decades of experience in monitoring and advising various investment plans has been continuously advising Srirag on different investments in shares. Srirag said “Rahul! You know that I bought many shares in Jet Airways. While studying the annual reports of Jet Airways 2014-2015 about its business profits and losses, I came across a January to March, 2013 business quarter analysis report that wrote about Jet Airways facing a net loss of 4.95 billion rupees due to over debt burden and interest costs. It also stated that the company sold a 24 per cent stake in 2013 to Etihad for 332$ million which is an Abu Dhabi based airline. The news said that the deal would help the company overcome financial challenges, raise cash, cut costs and gain access to the global flight network. I am worried about whether this deal would allow the company to continue its operations from India or not. I am also concerned about the downfall of Kingfisher, a major setback in the aviation industry in India that owes 8,000 crores to its employees, banks, airports, oil companies. I am worried that either my investment in Jet Airways might bring huge losses or the partnership with Etihad airways would result in the reduction of costs and due to joint sales efforts, sharing resources and network integration thereby leading to a valuable share price. Since your guidance has helped in many issues, I would like to know the present condition and future prospectus prevailing in Jet Airways”. With a lot of ambiguity in his mind, he asked Rahul to recommend if he should hold or sell the shares in Jet Airways.

The case is expected to help the students understand and analyze the following points: the overall performance of the company and industry, how fundamental and technical analysis is applied to reach investment decisions, the areas where Jet Airways occupies the top position compared to peer group (Competitor analysis), the company’s financial position and valuation with the help of tools and techniques and suggestions and observations to shareholders on whether to buy/sell or hold shares.

The link to the following videos to be sent to participants in advance to help them prepare for the class. www.youtube.com/watch?v=_3XJXTmILyk, Equity Research Presentation: Coca-Cola, www.youtube.com/watch?v=n5pEK_2uItg Write Equity Research Report, format, process, www.youtube.com/watch?v=mMLJccgiSTk Equity Valuation and Analysis-Part I.

CSS 1: Accounting and Finance.

The purpose of this paper is to address the combined effects of thermal radiation and chemical reaction on steady MHD mixed convective heat and mass transfer flow past a vertical surface under the influence of Joule and viscous dissipation.

The governing system of partial differential equations is transformed to dimensionless equations using dimensionless variables. The dimensionless equations are then solved analytically using perturbation technique.

With the help of graphs, the effects of the various important parameters entering into the problem on the dimensionless velocity, dimensionless temperature and dimensionless concentration fields within the boundary layer are discussed. The authors noticed that the velocity increases with an increase in the porosity parameter. An increase in the Prandtl number Pr, decreases the velocity and the temperature field. An increase in the radiation parameter, decreases the velocity and the temperature field. Also the effects of the pertinent parameters on the skin-friction coefficient and rates of heat and mass transfer in terms of the Nusselt and Sherwood numbers are presented numerically in tabular form.

To the best of the authors’ knowledge, recent this work has not been finished by any other researchers.

Taking as a point of departure the edited collection Yaraana (1999), ostensibly the first mainstream publication on gay writing from India, the purpose of this article is to trace the way Indian authors have dealt with the growing visibility of nonnormative sexualities. It suggests that from the start this debate has centered on a dyad between local and culturally specific sexual identities vs its globalized opposite, which is held to threaten regionally specific expressions. The continuing struggle for recognition and equality is revealing for a growing divide between those whose sexuality can rely on growing representation in Indian popular media, and those who feel increasingly marginalized.

This article revisits important texts that were published and publicly accessible in India from 1999 onwards. All the text considered and discussed were accessible outside academic networks and thus, available in mainstream bookstores, produced by Indian authors or long-term residents and available in English. Considering the vast language diversity of India as well as the complexity of gaining access to locally published materials, the analysis does not include texts that are only available in a vernacular language. Besides this, the article benefits from the direct input of key activists and scholars from India working on this topic.

Even if homosexuality has now been decriminalized in India, what emerges from the writing is a concern that globally hegemonic expressions of alternate sexualities might impact, homogenize and eventually eradicate locally specific expressions. Considering socioeconomic equality in India, this raises serious questions about those whose precarious positions may see them further marginalized because of this.

While there have been various overviews and analyses of the fight for decriminalization of homosexuality in India, so far there has not been an analysis how this benefited from a growing awareness and discussion in popularly accessible texts. This analysis also raises concerns that the fight for decriminalization might have negative consequences for those in marginalized positions.

Among the various global options for self-employment, venturing into the micro-enterprise sector has been recognized as an important way for employment generation and poverty alleviation in many developing/emerging economies. In this context, women-owned businesses at the grassroots play a vital role in developing countries like India far beyond contributing to job creation and economic growth. The informal sector is a sizeable and expanding feature of the contemporary global economy.

However, the informal economy operates at the cusp of the institutional framework, which makes them susceptible to many risks like lack of formal financing options, legal aid or increasing margin through access to formal markets. Non-Profit Development Agencies (NPDAs) have emerged as a viable and essential middle ground support in promoting women entrepreneurship in their capacity to contribute beyond governmental institutions.

The study adopted an inductive qualitative option through a case study design to explore the approaches adopted by NPDAs in promoting micro-entrepreneurship among women at the base of the pyramid (BoP) in the urban informal sector in India. The findings suggest that the NPDAs created an impact through the services, which translated into monetary earnings for the entrepreneurs. They could make financial contributions to their families, which boosted their self-confidence and overall personality. The findings also indicate positive changes like increased self-confidence, self-dependence, and inner strength as reported by the entrepreneurs.

The institutional conditions of primary care provision remain understudied in low- and middle-income countries. This study analyzes how primary care doctors cope with medical uncertainty in municipal clinics in urban India. As street-level bureaucrats, the municipal doctors occupy two roles simultaneously: medical professional and state agent. They operate under conditions that characterize health systems in low-resource contexts globally: inadequate state investment, weak regulation and low societal trust. The study investigates how, in these conditions, the doctors respond to clinical risk, specifically related to noncommunicable diseases (NCDs).

The analysis draws on year-long ethnographic fieldwork in Pune (2013–14), a city of three million, including 30 semi-structured interviews with municipal doctors.

Interpreting their municipal mandate to exclude NCDs and reasoning their medical expertise as insufficient to treat NCDs, the doctors routinely referred NCD cases. They expressed concerns about violence from patients, negative media attention and unsupportive municipal authorities should anything go wrong clinically.

The study contextualizes street-level service-delivery in weak institutional conditions. Whereas street-level workers may commonly standardize practices to reduce workload, here the doctors routinized NCD care to avoid the sociopolitical consequences of clinical uncertainty. Modalities of the welfare state and medical care in India – manifest in weak municipal capacity and healthcare regulation – appear to compel restraint in service-delivery. The analysis highlights how norms and social relations may shape primary care provision and quality.

Manufacturing companies can competitively be recognized among the most advanced and influential companies in the world by successfully implementing Quality 4.0. However, its successful implementation poses one of the most relevant challenges to the Industry 4.0. According to recent surveys, 80%–87% of data science projects never make it to production. Regardless of the low deployment success rate, more than 75% of investors are maintaining or increasing their investments in artificial intelligence (AI). To help quality decision-makers improve the current situation, this paper aims to review Process Monitoring for Quality (PMQ), a Quality 4.0 initiative, along with its practical and managerial implications. Furthermore, a real case study is presented to demonstrate its application.

The proposed Quality 4.0 initiative improves conventional quality control methods by monitoring a process and detecting defective items in real time. Defect detection is formulated as a binary classification problem. Using the same path of Six Sigma define, measure, analyze, improve, control, Quality 4.0-based innovation is guided by Identify, Acsensorize, Discover, Learn, Predict, Redesign and Relearn (IADLPR²) – an ad hoc seven-step problem-solving approach.

The IADLPR² approach has the ability to identify and solve engineering intractable problems using AI. This is especially intriguing because numerous quality-driven manufacturing decision-makers consistently cite difficulties in developing a business vision for this technology.

From the proposed method, quality-driven decision-makers will learn how to launch a Quality 4.0 initiative, while quality-driven engineers will learn how to systematically solve intractable problems through AI.

An anthology of the own projects enables the presentation of a comprehensive Quality 4.0 initiative and reports the approach’s first case study IADLPR². Each of the steps is used to solve a real General Motors’ case study.

The conventional two-level inverter suffers from harmonics, higher direct current (DC) link voltage requirement, higher dv/dt and heating of the rotor. This study aims to overcome by using a multilevel inverter for brushless DC (BLDC) drive.

This paper presents a comparative analysis of the conventional two-level and three-level multilevel inverter for electric vehicle (EV) application using BLDC drive.

A three-level Active Neutral Point Clamped Multilevel inverter (ANPCMLI) is proposed in this paper which provides DC link voltage control. Simulation studies of the multilevel inverter and BLDC motor is carried out in MATLAB.

The ANPCMLI fed BLDC simulation results shows that there is the significant reduction in the BLDC motor torque ripple, switching stress and harmonic distortion in the BLDC motor fed ANPCMLI compared to the conventional two-level inverter. A prototype of ANPCMLI fed BLDC drive along with field programmable gate array (FPGA) control is built and MATLAB simulation results are verified experimentally.