Volume 11 | Issue 3 |

 Abstract

In this Paper I have tried to demonstrate how trauma fiction serves several valuable functions. It is an important way of witnessing or testifying for the history and experience of historically marginalized people. Further, it chronicles lives under pressure that need the powers of literary imagination and character development .These imaginative literary approaches provide a necessary supplement to coping up with psychological situation. The texts considered in this study explore traumatic events like World War and Partition and their lingering consequences, both were events of incredible scope and complexity, impossible to define satisfactorily why these happened and involve differing circumstances, populations, ideologies, intentions and effects

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 Keywords

Literature review, Research Methodology and Trauma Impact with Concepts

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The current study examines changes over time in the combined, individual, and incremental value relevance of accounting information generated by businesses listed on the S&P BSE-500 during the fiscal years FY-2017 to FY-2021. Results offer convincing proof that accounting information is important for BSE-listed companies. Earnings per share and book value per share, which together represent the combined value relevance of accounting information, have decreased; while there have been negligible changes in the incremental value relevance of accounting information.

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Value relevance, eps, mpps, eps, bvps

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Creative Commons Attribution 4.0 and The Open Definition

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A Six sigma concept is basically useful to achieve the zero defects, in all functional areas of the organization. By using of the tools of the DMAIC process, we can produce the quality product which will be the best product suitable to market made with all defined criteria of the manufacturing even with the very attractive and reasonable cost and improved quality. Six sigma concepts is very useful to the all branches, likes mechanical, electrical, electronics, etc. In short, we can achieve the 99.99 % accuracy by using six sigma concepts.

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 Keywords

Six sigma, Bearing, DMAIC Cycle.

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Antibody microarrays in a patent-pending series may be initiated and validated using microarray technology. A Microarray Data Analysis (MDA) is used to determine the patterns of hundreds of genes within a single experiment. There is a vast amount of gene expression data in the MD that may be used to diagnose malignancy. However, over-fitting and under-fitting issues arise due to the unbalanced class label instances present in microarray gene datasets and the initialization parameter value for the classifier. To get over this obstacle, this study proposes a stacking ensemble of Deep cluster-based DL systems for Cancer Classification. This system combines many learning models into a single, highly accurate prediction model. There are three distinct parts to the created model. To begin, we create a Modified Harmony Search Algorithm and a Modified Kernel-based Fuzzy C-Means (MHSAMKFC) to efficiently remove massive duplicate features. Second, to deal with uncertainties in the labeled training dataset and boost classifier performance, the MHSAMKFC with Convolutional Neural Network (CNN) classifier is suggested. Third, the ensemble technique, which employs several learning models to improve prediction accuracy, mitigates MHSAMKF0C over-fitting CNNs and under-fitting issues. En-MHSAMKFC-CNN describes the whole operation. In a conclusion, experiments are run on four Gene Expression Microarray (GEM) datasets to confirm that the En-MHSAMKFC-CNN enhances the classification performance of SVM, KNN, RF, and ANN classifiers.

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 Keywords

Microarray Data Analysis, Convolutional Neural Network, Fuzzy C-Means, Harmony Search Algorithm, Cancer Classification.

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Creative Commons Attribution 4.0 and The Open Definition

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Alzheimer's infection is a neurological sickness that bit by bit kills off synapses and makes the cerebrum decay. It's the main source of dementia, which is described by a continuous loss of mental, conduct, and social capacities and at last prompts reliance on others. Early and correct identification of Alzheimer's Disease (AD) is crucial to effective patient care because it empowers individuals to take preventative actions before any permanent brain damage has been done. Early-stage AD may be identified, but not predicted, since prediction is only useful before symptoms appear. Alzheimer's disease (AD), mild cognitive impairment (MCI), and non-AD data are categorised using biomarkers such amyloid PET and cerebrospinal fluid (CSF) biomarkers, among others. In order to detect Alzheimer's disease (AD) in its earliest stages, deep learning (DL) is an excellent method. In this article, we investigate how early illness detection may be facilitated by Deep Learning methods.

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Alzheimer's Disease, Deep Learning, Computer Aided Diagnosis, Pathologically Proven Data, Early Diagnosis, Class Imbalance.

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 Abstract

Title: A COMPARATIVE STUDY OF IMMEDIATE EFFECT OF MUSCLE ENERGY TECHNIQUE (MET) AND POSITIONAL RELEASE THERAPY (PRT) ON PECTORALIS MINOR TIGHTNESS IN HEALTHY COLLEGIATE INDIVIDUALS Abstract : Pectoralis Minor muscle shortening is associated with common shoulder pathologies like impingement syndrome and postural changes like stooped shoulder or forward head posture. Muscle Energy Technique and Positional Release Therapy have known to be effective in reducing pectoralis minor tightness than conventional methods like stretching, thus reducing the incidences of pathologies.Muscle Energy Technique (MET) is more effective than Positional Release Therapy (PRT) in reducing Pectoralis Minor tightness in healthy collegiate individuals.

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Positional Release Therapy, Muscle Energy Technique, Pectoralis Muscle

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Abstract: The present work is carried out to assess and document the information's about the medicinal plants used by the local people to cure several diseases in Jangal Mahal, district Paschim Medinipur. Tribal groups have known about and made use of the medicinal potential of plants for thousands of years. There is a wealth of information about medicinal plants and medications for treating potentially fatal ailments among the tribal elders. The whole Jangal Mahal in Paschim Medinipur is the focus of this investigation on how different ethnic groups perceive and utilise plants in their natural environments. The variety of plant life in the region has been investigated in this research. Appropriate utilization of the resources and the consultation process of the region are ultimately determined by this comprehensive perspective. In this study, we recorded 46 plant species from 28 different families that have been utilised traditionally for medicinal purposes.

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 Keywords

Ethnobotanical knowledge, Tribal Community, Traditional medicine

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Background - Cardiorespiratory fitness states to the capacity of the circulatory and respiratory systems to deliver oxygen to skeletal muscles during extended physical activity. The most essential statistic is VO2MAX. IN 2016, THE AMERICAN HEART ASSOCIATION released an official scientific statement claiming that cardiorespiratory fitness is a critical marker that should be assessed frequently in clinical practice. Materials & Methods: A cross-sectional study was undertaken among the printing factory's employees. A total of 40 volunteers, both male and female, ranging in age from 18 to 45 years, took part in the study. The physical health facility in Delhi NCR conducted the research. The Astrand Treadmill Test was used to determine VO2max. The formula for calculating VO2max is VO2max = (Time 1.444) + 14.99. Data was gathered using Google Forms and analyzed using SPSS 21 and MS Excel. Results: The results are quite apparent and reveal that there is an influence on the printing industry's lung health since the VO2 max is lower than it should be. (35-45 ml/kg/min>27.4721.0381) Vo2max vs Age has a negative correlation of -.206 (Negative correlation), meaning that as age increases, the Vo2 max level decreases, and Vo2 max vs BMI has a negative correlation of -.148 (Negative correlation), meaning that as BMI rises, the Vo2 max level decreases Conclusion: As a result of the research, we can conclude that printing plant workers' lung health is affected and that their health is related to their age and body weight. Their gowns and pulmonary health must be addressed.

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CARDIORESPIRATORY FITNESS

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The novels of the North Eastern writer Jahnavi Barua have gained importance in the recent times. Her writings project various aspects of North East such as environment, relation between humans and nature, conflict, culture, politics, displacement, myth, language. Her novel, "Undertow" which is set in Assam majorly explores the lives of three generation women of a family and their concerns of love towards nature, displacement, politics and violence. The present paper attempts to shed light on the eco critical perspective of the novel by exploring the intervention of ecology in the lives of its characters.

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Eco criticism, Jahnavi Barua, Undertow, Eco critical aspects

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Among all breast cancer subtypes, triple-negative breast cancer (TNBC) has the worst outcomes. It is likely to recur and metastasize. Due to a lack of expression of the canonical molecular targets, conventional chemotherapeutic agents, radiotherapy and surgery have been the only options for treating this cancer. The phytochemicals derived from natural compounds have shown very significant inhibitory effects on TNBC. The advantages of natural compounds include lower toxicity, minimal side effects, and ease of accessibility. There is evidence that secondary metabolites found in natural products can inhibit TNBC. These include alkaloids, terpenoids, steroids, flavonoids, and flavonols. They may also help uncover new cancer-fighting strategies through their compositions. A review of this study may be able to help us understand how natural substances and medicinal herbs can decrease specific tumor types. Moreover, it will contribute to the development of new and highly efficient antitumor therapies for TNBC.

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 Keywords

TNBC, Phytochemicals, Herbal Plants, Antitumor therapy

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Creative Commons Attribution 4.0 and The Open Definition