Volume 10 | Issue 6

 Abstract

Yoga is the art of living. It is all things to all people. It is about getting to know yourself. Integrating the many aspects of ourselves and putting us in control of our minds; the effects are holistic, bringing about health awareness and a change of attitude towards ourselves and the world around us. The work yoga is derived from the roots of Sanskrit `Yuj' which means to join, to attach, to bind, and yoke, and to concentrate on one's attention. Menhaden Desai, says in his introduction to the Gait and according to Gandhi, the yoking of all the powers of body, the mind, the emotion, the will which the yoga presupposes, it means pose of the soul which enables one to look at life in all its aspect evenly. Stress is defined as a response to a demand that is placed upon you. Stress in a normal reaction when your brain recognizes a threat. When the threat is perceived, your body releases hormones that activate your "fight or flight" response. The study was significant in determining different training schedules for school students. The study was significant in assessing the stress of secondary school students. The study would be limited to 20 girls 20 boys, of secondary school children's of Raichur District. Among that 10 girls and 10 boys are control group and experimental groups.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Yoga, Stress, Children

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The last two year has been difficult for the world and their economy too . COVID- 19 pandemic effected economy account badly. Repeated waves of pandemic criticize markets and distribution channel and more recently inflation have created particular challenging times for policy making. Faced with these challenges, the government of India immediate response was bouquet of safety-net to cushion the impact on various sectors. It next paused through a significant increase in capital expenditure on infrastructure to build back medium term demand as well as aggressively implemented supply-side measure to prepare the economy for a sustains long term expansion. This article focused how to Indian (BOP) current account surplus during pandemic and which drive effects surplus. Advance estimates suggest that the economy is expected to witness real GSD expansion of 9.2 per cent in 2021-2022after contracting in 2020-2021. This implies that overall economic activity has recovered past the pre pandemic levels.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

India (BOP) Surplus during pandemic

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

SSA, Intrusion, PSO, Naive Bayers, NIDS, FS.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Summary ,YouTube transcript , NLP , T5 Model

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Depression is a serious mental condition that affects people of all ages and genders. Depression is caused by work culture, demanding living, emotional imbalance, family troubles, and social life. As a result, according to the World Health Organization's predictions, depression will become the second greatest cause of sickness (WHO). Despite the availability of well-trained physicians, medical and psychological treatments for depression, individuals and families are reluctant to speak out or contact doctors about the disease for a variety of social reasons. The diagnosis of depression disorder entails multiple interviews with patients and their families, clinical analysis, and questionnaires, all of which take time and require well-trained physicians. The detection of depression is automated using a machine learning approach. Extraction of acoustic and facial features becomes more efficient and accurate with the use of improved machine learning techniques such as the MLP algorithm and the DeepFace library.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Speech processing, PHQ-9, Machine Learning, DeepFace, MLP Classifier

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

EBIT and EPS analysis, Leverages, Start-ups, Financial Break-even point, Cash BEP

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Emotional recognition from speech is one of the most researched topics nowadays in the field of signal processing and human machine interaction system. Unlike humans, machines do not have the ability to detect and express emotions. However, personal computer interaction can be improved with an automated emotional recognition system by reducing the need for human access. In this study paper, a speech recognition technique was introduced using the Convolutional Neural Network (CNN) with features of Mel Frequency Cepstral Coefficients (MFCC). Human-computer interaction can be improved with emotions recognition. In this project, a method for speech emotion recognition is presented using Neural Network with Mel Frequency Cepstral Coefficients (MFCC) features and RAVDESS Dataset is used. From our project, we have found an average of 57.64% accuracy where 8 different emotions were classified

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Speech Emotion, MFCC, Convolutional Neural Network.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Nowadays, calcium deficiency is commonly seen in all stages of life, so intake of dietary calcium from calcium-rich food sources such as amaranth flour, dried dates, and nuts is one strategy to boost calcium levels in humans. This could be a beneficial way to decrease calcium insufficiency. Cookies are soft and chunkier versions of biscuits, and this project was an attempt to make them by combining the above-mentioned ingredients. The cookies available in the market are made from various refined flours, having a high content of sugar, trans fats, preservatives, etc. These cookies are calcium-rich, contain fibre, proteins, and carbohydrates, and have anti-inflammatory properties. These cookies will benefit and be helpful for multiple health problems. The objective of this study is to develop a healthy cookie with high calcium content and label it as "healthy bites." They will also be sensory evaluated periodically to study its shelf life. The study will also explore on other aspects such as packaging, nutritional labelling, budget, and marketing aspects.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Calcium intake, amaranth flour, dried dated, nuts, sensory evaluations.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Value is determined on basis of its selling price and rent or income it can fetch. This study covers the methodology verified by the government approved valuer and concerned field expert. Valuation is the analytical process of determining the currents worth of an asset or a company. Simply, valuation is the technique of determining the current market value of the property such as industrial, residential, commercial, agricultural land. The purpose of this is to introduce people with general field practice of valuation. The finding of this study is likely to have important implications in the valuation profession. This study directly introduces users with actual practice of valuation carried out in the field so that they can compare the theories and actual methodology. This study will result in stimulating debate and a realization of a need for a theory which supports a validated process of valuation. The objective of this is to identify the market value of plant and machinery properties for purpose To Assess the Fair Market Value of single face corrugation machine, sheet cutter machine and corrugated box stitching machine in jai ganesh enterprises is situated in sinnar (Maharashtra), India. This study helps owner to know the actual condition of industry and simplify the finance amount of the property. The valuation of the property helps the owner of the property to know the actual rate of the property

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Keywords: Methodology, Industrial Property, Field practice, Valuer, Valuation, Market Value, Finance.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Farmerbot, Machine learning, speech-to-speech recognition.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The current study describes the preparation of reduced graphene oxide based zinc sulphide (ZnS-RGO) composite via co-precipitation approach and different composites were prepared with the changing in concentration of GO. The obtained samples were examined for their structural, optical and electrical properties of prepared samples with the help of sophisticated analytical instruments such as XPS, FTIR, XRD, BET, SEM-EDX, TEM, UV-DRS and TGA. The prepared composites and pure ZnS and its composites were determined for their photocatalytic performance by the degradation of malachite green dye aqueous solution under visible light irradiations. Significant result obtained as a complete degradation of MG dye aqueous solution in 180 min by ZnS-RGO composite with the optimized pH-9, 0.03g catalyst dosage and 10 ppm dye concentration. In addition, the antibacterial performance of prepared composites were determined over the gram positive and negative bateiral pathogens and results drawn that prepared composite was the most effective for the degradation of malachite green and antibacterial agent.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

ZnS-RGO; co-precipitation; malachite green; photocatalytic degradation; antimicrobial activity.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

According to a study, glass bottles are four times more harmful to the environment than plastic bottles. It has been argued that glass bottles demand significantly more energy and natural resources to manufacture. To address this issue, we are creating a new composite material out of waste glass bottle powder that is reinforced with Ramie fiber. Following the fabrication of the composite, we conduct tensile and flexural tests on the material to determine its mechanical properties and characterization.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Glass Powder, Ramie fiber, Epoxy resin, Tensile and flexural test

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The study has been undertaken to investigate about Non- Performing Assets of Microfinance Institutions in India. Non-Performing Assets of SHGs, women SHGs, Public Sector Banks, Private Sector Banks with reference to different schemes/yojnas of microfinance like Swarnim Rojgar Yojna. Hypothesis have been tested by using ANNOVA method. It is concluded that Private Sector Banks and Co-operative banks are more efficient than Public Sector Banks to control NPA and maintain to minimum level. Moreover it has been studied that performance of Public Sector Banks is more efficient than any Private Sector Banks or Co-operative Banks is much better to help schemes of microfinance and provision of funds for the same.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Microfinance, Non-Performing Assets, Microfinance Institutions

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Remote sensing is the acquisition of information about an object without making physical contact with it and it captures images of reasonably large areas. Regardless of instrumentation, picture acquisition is constantly enhanced by installing faster and more durable detectors, adding new cooling systems, and upgrading light sources. Nonetheless, there are a few considerations to address before beginning any sample's data processing (e.g., image compression, noise removal, removal of spiked points, background removal etc.). As a result, image pre-processing is virtually always necessary. In this paper, we perform atmospheric correction and pre-processing of a hyperspectral image (HSI). After applying the proposed techniques on Indian Pines, the SNR of the dataset has increased from 13.4264 to 23.7888 dB. After applying classification algorithms, we get 71.1823% as overall accuracy with kappa coefficient of 66.68% for BTC and 90.357% with kappa coefficient of 88.72% for KBTC. Except for calculation time, KBTC (Kernel Basic Thresholding Classifier) delivers the best performance in all criteria. There are substantial performance differences between the KBTC and the BTC (Basic Thresholding Classifier) algorithm.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Indian Pines, Median, Gaussian, IARR, BTC, KBTC

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

This project deals with design and fabrication of a low-cost portable electric bicycle kit, which can be mounted an existing bicycle. It has two modes of drive, one is by pedaling and other one is by using electric motor.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Solar electric bicycle

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Derivative, Futures, Options, Bermudan

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Sitting is the most common status of modern human beings. Some sitting postures may bring health issues. To prevent the harm from bad sitting postures, a local sitting posture recognition system is desired with low power consumption and low computing overhead. The system should also provide good user experience with accuracy and privacy. This project reports a novel posture recognition system on an office chair that can categorize seven different health related sitting postures.The system uses six flex sensors, an Analogy to Digital Converter (ADC) board, The system achieves 97.78% accuracy with a floating-point evaluation and 97.43% accuracy with the 8 -bit fixed- point implementation. The ADC control logic are constructed with a maximum propagation delay of 8.714 ns.The dynamic power consumption is 7.35MW when the sampling rate is 5 Sample/second with the clock frequency of 5MHz.Here we proposed a model smart sitting chair for reduce health issues and stress of humans who are all working long in sitting, this project gives the solution to avoid back pain stress of humans.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Sitting posture recognition system, Human body temperature monitoring system, Cloud system, Real time system, Smart chair system.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Now in 21st century, the life style and environmental condition have tremendously changed, so people are deviated from natural life style. In this fast life style stress at work plane and lack of exercise as well as bad habit of eating junk food cause obesity. Obesity is one such grave disorder causing potential harm to humanity the proportion of obese or overweight people in India has almost double in the last 10-year, data from the 4th national family health survey (NFHS) show 39.3 Indians are overweight many more medicinal plants is one of them are described in Indian system of medicine to treat obesity, chirbilva a traditional medicinal plant is one of them which is very useful to treat obesity

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Ayurveda, Indian System of Medicine, Obesity and Medicinal Plant.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

While periodontitis lowers a patient's quality of life, non-surgical periodontal therapy appears to help. The goal of this study was to use patient-centered assessments to analyse the influence of non-surgical and surgical periodontal treatment on oral health-related quality of life. Quadrant scaling and root planing are the most common treatments. Alternative anti-infective periodontal therapy methods have been created in an attempt to improve treatment outcomes: full-mouth scaling and surgical therapy. The key to successful periodontal disease prevention and treatment is lifelong effective personal dental hygiene. To maintain healthy gingival tissues, the patient may require lifelong preventive professional care.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Periodontitis, Surgical Therapy, Maintenance Phase

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

SARS-CoV-2, a novel corona virus, has caused an outbreak of COVID-19, a highly infectious pandemic that has complex viral pneumonia. Patients with risk factors are more likely to acquire secondary infections, which necessitate the use of antibiotics. However, drug repurposing initiatives have led to the recognition of antibiotics' roles outside of infection treatment. The current study looked at two medicines, azithromycin and doxycycline, and their antiviral, immunomodulatory, and distinctive pharmacokinetic profiles. It summarises current clinical trials as well as concerns about these medications' safety. Azithromycin has good lung tissue penetration, wide antibacterial action, and antiviral potential against COVID-19. It also demonstrated benefit when combined with other antiviral drugs in limited clinical studies, however many physicians are concerned about cardiovascular risk in sensitive individuals. Doxycycline is an essential antibiotic used to treat pneumonia. It has several benefits, including cardiac safety, simple access to lung tissue, antiviral potential, and immunomodulation effects via several channels. The pharmacological properties of these drugs suggest that more investigation into their usage in the treatment of COVID-19 is possible. The COVID-19 illness, which has no known cures or therapies, has wreaked devastation on mankind and gone beyond and beyond what has ever been seen before. The review discusses the possible therapeutic applications of Doxycycline in COVID-19 treatment, as well as the potential negative repercussions of repurposing the antibiotic in terms of antimicrobial resistance. Background Because of its antibacterial, anti-inflammatory, and antiviral properties, azithromycin could be utilised to treat COVID19. In mild-to-moderate disease, there are no randomization data. We wanted to see if azithromycin may help persons who had mild-to-moderate infections avoid being admitted to the hospital. COVID-19. Covid is a young man of 19 years. More factors will emerge as the illness worsens day after day. Corid-19 is 100% pure. One does not exist. Researchers nowadays may be found all around the globe. A global outbreak was proclaimed by the World Health Organization in 2020. are making an effort To some degree, this combination can be used as a solution for (AZI) and (DOXY).

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Bi-layer tablet, Sustained release tablet, Azithromycin, Covid-19, Doxycycline, SARS-CoV-2, Omicron, Nongonococcal urethritis, Epidemic, Delta.

  License

Creative Commons Attribution 4.0 and The Open Definition