Volume 10 | Issue 12

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Anti-inflammatory , cytotoxic ,antibacterial ,anti-depresssion ,psychotic,etc .

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With the improved availability of high-resolution satellite imagery, it is possible to detect detailed structures on our planet's surface. Expert knowledge, supervision, and fieldwork are required for traditional mapping approaches. This study examines the potential of machine learning methods such as artificial neural networks (ANN), support vector machines (SVM), and random forest (RF), as well as different deep-learning convolution neural networks (CNNs) for high-resolution satellite imagery using optical data from the satellite and topographic factors. To do multi-label categorization of Amazon satellite images, this uses a Convolutional Neural Network (CNN) model. It starts with a CNN model that obtains an F-score of 0.84. Then, using three deep CNN architectures that have recently performed well in the ImageNet Challenge, demonstrate that a ResNet-50 model can get a 0.91 F-score. The results reveal that without any additional post-processing steps, state-of-the-art methods outperform by 9.8% on the Intersection over Union metric. The DeepGlobe Building Extraction Challenge asks participants to extract all building polygons from satellite images. They use the segmentation algorithm Mask R-CNN and a method that combines Mask R-CNN with building boundary regularization to construct polygons that are accurate and complete. This approach, however, provides better regularized polygons than Mask R-CNN, which is useful in many applications.

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Semantic segmentation, Satellite Imagery, High Resolution Satellite Imagery, Deep Learning, Convolution Neural Networks, Mask R-CNN, Support Vector Machine

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Abstract: This study has been undertaken to investigate the wear behaviour of AA60633-TiC Metal matrix composite, in this investigation aluminium alloy MMC is prepared by varying percentage of 2%, 4%, 6% TiC(ceramic material) in the powder form is stir casted through liquid metal aluminium alloy 6063 by liquid metallurgical process. The wear behaviour the sample specimens are analyzed under heat treatment and without heat treatment process, the results shows that improved results in heat treated material samples compared to without heat treatment samples.

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The family is the lifeblood of human society and the important people in the family system are the husband and the wife. If the marriage is to become good, the husband and the wife should act in a virtuous way. This summary of the review is based on the central theme that people should treat guests in their living ethics and live around them with love and support.

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domesticity, Hospitality, Makkadperu, Landlord, Saying, goodbye, love

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As the owner, mostly the NHAI, isn't conducting customer satisfaction surveys, across all the toll stretches rigorously, these styles of studies can help the authorities of NHAI for taking appropriate actions. The main focus of the study is on the general public opinion towards the traffic in a parcel of land and toll plaza operations. A spread of studies is conducted for ending the assessment which includes: A field survey at the parcel of land sites for collecting information on tolling service. A road user study in terms of user survey was disbursed for an overall analysis of the performance of toll plazas and this assessment is required to judge how each toll performs. These analyses enable the citizens to supply feedback about the issues that prevail within the concept of FASTag and to enable the developers to grasp these problems which can further help to attenuate those problems.

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FASTag,NHAI,NPCI

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Qualitative Fourier transform infrared (FTIR) spectroscopy has long been established and implemented in a wide variety of fields including pharmaceutical, bio-medical, and clinical fields. While the quantitative applications are yet to reach their full potential, this technique is flourishing. It is tempting to shed light on modern engaging and the applicability of analytical quantitative FTIR spectroscopy in the aforementioned fields. More importantly, the credibility, validity, and generality of the application will be thoroughly demonstrated by reviewing the latest published work in the scientific literature. Utilizing FTIR spectroscopy in a quantitative approach in pharmaceutical, biomedical, and interdisciplinary fields has many undeniable advantages over traditional procedures. An insightful account will be undertaken in this regard. The technique will be introduced as an appealing alternative to common methods such as high performance liquid chromatography. It is anticipated that the review will offer researchers an update of the current status and prospection the subject among the pharmacy and biomedical sciences both in academic and industrial fields.

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REVIEW ARTICLE ON FTIR SPECTROSCOPY

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In our daily lives, fuels, gasses, etc. are used in a variety of settings, including homes, workplaces, and industries. But if not used properly, it can have serious consequences. Many accidents in the past had it as their sole reason. There are many applications for fuels, gasses, etc. in daily life, including those in homes, businesses, and other settings. But it might produce serious problems if not used properly. Many accidents in the past had it as their sole reason. This project's goals are to find gas leaks, stop them from happening, and plug them in sensitive places. to avoid accidents, and stop the obstruction of susceptible locations with gas leaks. Included in this is the MQ6 gas sensor, which may also be used to detect other gasses such as LPG, i-butane, hydrogen, methane, smoke, and alcohol. It is used to detect gas leaks in homes and businesses. Only the trend of gas concentration within a reasonable error range is shown. This gadget automatically takes safety measures. Include the GSM module as well so that it may send the owner an alert SMS and take the necessary action right away.

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Arduino UNO, MQ6 gas sensor and 800L GSM Module

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Subaltern, Shakespeare, Shylock, Sinned.

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Greeks ,option , volatility , stock price

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To study the effect of pre-harvest foliar application of nutrients on growth, yield and fruit quality of strawberry cv.Camarosa an experiment was conducted at the Agriculture Research Farm, Department of Agriculture, Mata Gujri College, Sri Fatehgarh Sahib, Punjab during the year 2020-22. The experiment was laid out in a Randomized Block Design (RBD) having ten treatments with three replications. Treatments consisted of ZnSO 4 (0.2, 0.4% and 0.6%), FeSO 4 (0.2, 0.4% and 0.6%) and Boron (0.2, 0.4% and 0.6%), while the plants sprayed with water served as the control. The result revealed that plants treated with 0.6% ZnSO 4 showed maximum plant height (26.12 cm), plant spread (35.75 cm), number of leaves per plant (25.00), leaf area (88.65 cm 2 ), leaf area index (4.71), number of flowers per plant (18.67), number of fruits per plant (11.38). However, the plants treated with 0.6% Boron showed highest fruit weight (22.23 g), fruit length (40.11 mm), fruit breadth (39.22 mm), yield per plant (211.12 g), yield per hectare (9.10 tonnes), TSS (10.09 0 B) , total sugar (6.03 %) and titerable acidity (0.88 %). Studies indicated that pre-harvest foliar application of iron, zinc and boron are quiet useful for improving vegetative growth, quality and shelf-life of strawberry cv. Camarosa and getting higher marketable value in subtropical region.

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Strawberry, Growth, Iron, Boron, Quality, Yield, Zinc

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DeprNet, Convolutional Neural Network (CNN), Electroencephalogram.

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Latest therapy and technique in the area of physiotherapy are crucial for enhancing the quality of life of children with Cerebral palsy, Torticollis, Spina bifida. Traditional physiotherapy is diverse from intensive pediatric physiotherapy, in current review state that the latest trend and technique in the form neuromuscular stimulation, suit therapy along with conventional physical therapy treatment. In case of Intensive physical therapy a child participate in rehabilation session for prolong period. Intensive physical therapy is mostly implement in western countries & all around world. Physiotherapy treatments provides positive impact for minimizing the symptom and reduce pain during the treatment.

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Physiotherapy, Pediatric, Cerebral palsy, Torticollis, Spina bifida.

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A comprehensive fire risk assessment is very important in dense urban areas to estimate the quantum risk. In this article I have calculated the fire risk in two aspects: 1. Urban infrastructure and the vacant space necessary for high rise buildings.2. Excessive expenditure on festive occasions on pandals and gates by using inflammable materials. Major fire tragedies occurred in India, a brief outline of the incident and the cause of the mishap. The tragedies have been construed as accidents and it ended with regret and compensation. Considering the high-risk urban infrastructure, the position of oil and gas pipes and electricity lines and fire safety analysis of high-rise buildings, the preparation vulnerability map is highly recommended. From the past experience, and the lapses which resulted the tragedy studied scientifically could help decision makers, urban planners, emergency managers and community organizations to plan for providing facilities and minimizing fire hazards and solve some related problems to reduce the fire risk. Moreover, the people and the implementing agencies should follow the fire safety norms meticulously to protect the precious human life.

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FIRE SAFETY

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Mucormycosis is an uncommon but life-threatening infection with nonspecific infection clinical manifestation that makes its diagnosis treatment difficult. Genera from the order Mucorales (Rhizopus, Mucor, Rhizomucor, Absidia, Apophysomyces) cause an Angio invasive infection called an Mucormycosis. Mucormycosis presents with rhino-orbito-cerebral, pulmonary, disseminated, cutaneous, or gastrointestinal involvement. Mucormycosis has few available treatments including Liposomal Amphotericin B, Amphotericin B Deoxycholate, Itraconazole, Posaconazole or their combination, echinocandin, Voriconazole, and herbal extracts such as Tetradine, Rhizophora mangle, Picrohiza kurrhoa, they are most widely used as antifungal agent. Mucormycosis was difficult to study on imaging study surgery plus antifungal therapy close yields greater survival rate. LAmB is formulation that results in reduce nephrotoxicity as compared with DAmB (Deoxycholate Amphotericin B) while retaining the antifungal effect of active agent. Clinical approach to diagnosis lacks sensitivity and speficity. Development of quantitative Polymerase Chain Reaction (PCR) is promising area of ongoing research to enable more rapid diagnosis. The molecular pharmacology, preclinical, and clinical pharmacokinetics and clinical experience with LAmB for the most commonly encountered fungal pathogens are reviewed.

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Antifungal agent, mucormycosis liposomal Amphotericin B, surgery, herbal extract, Amphotericin B Deoxycholate.

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This research paper intends to emphasize on the difficulties encountered by professors during the shift in the mode of education. Examining the difficulties in preserving civility and communicating with students while dealing with mental and physical changes, technological innovation, and other issues. The study examines the teachers' professional development during this phase. It also highlights the changes in relation in between the degree college teachers of commerce in South Bombay and their students.

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Educational shift, different modes of education, teachers facing difficulties during the pandemic

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Logistic Regression, SVM, Random Forest Classifier, Decision Tree Classifier, Chronic Kidney Disease

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Objectives:  To assess the knowledge regarding the warning signs of renal failure among selected patients of SVIMS OPD’s.  To find out the association between the level of knowledge regarding the warning signs of renal failure with their selected socio-demographic variables among selected patients of SVIMS, OPD’s. Material and methods: Methodology: The research approach used for the present study was Cross-Sectional Descriptive Research Design. The sample of the study chosen by Non-Probability Convenience Sampling Technique, which includes 100 selected patients of SVIMS, OPD’s. A self structured questionnaire was used to collect the data which consists of 30 dichotomous questions. Results The major findings of the study was out of 100 selected patients of SVIMS, OPD’s.44% patients had moderate knowledge, 32% patients had inadequate knowledge and only 24% patients had adequate knowledge regarding warning signs of renal failure. The associations of demographic variables with the level of knowledgeon warning signs renal failure determined by using chi-square test which revealed that there was a significant association with age, gender, education, occupation, marital status, place of residence, presence of chronic illness, family history of hypertension and diabetes mellitus, history of chronic illness and duration of chronic illness regarding warning signs of renal failure. Conclusion: The study concluded that majority of Cardiology opd’s and Endocrinology opd’s patients had moderate knowledge regarding warning signs of renal failure. Hence there is a need to improve the knowledge regarding the warning signs of renal failure. So informational booklet has been given for improving knowledge.

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knowledge, warning signs of renal failure.

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Tenofovir, Emtricitabine, RP -HPLC, Chromatogram, validation

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Insurance acts as a fiscal backup in the time of exigency. It's a way to manage any organization or person's fiscal threat/ losses. This article attempts to give a brief overview of the insurance sector and some data regarding recent trends in the insurance sector. A threat is an event or passing which isn't planned but ultimately happens with fiscal consequences performing in a loss. It's necessary but essential. Covering the fiscal loss is necessary to reduce the liability that was caused due to the threat. That's when insurance services come into the picture. Insurance is a contract, presented by a policy, in which a policyholder receives fiscal protection against losses from an insurance company. These programs are used to hedge against the threat of big and small fiscal losses that may affect by damage. The insurance industry is changing to "digital-first" business models that have the potential to create new value worth billions of dollars. Collaboration between traditional insurance providers and those working in insurtech will lead to new business models and revenue streams, more profitability, and lower operating costs.The Internet of Things, advanced analytics, and machine learning are being used by insurers to create increasingly detailed individual risk profiles as they place an increasing emphasis on individualised premiums and usage-based coverage. A game-changing course correction that will redefine "business as usual" is already underway in the USD 5 Trillion global insurance market1. A new generation of consumers, data, automation, and artificial intelligence (AI) are driving a "digital first" urgency that is sweeping the globe (AI).

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Advanced analytics, Fiscal Threat, Insurance, Internet of Things, Machine learning, Operating Cost

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This paper examines Preeti Shenoy's novel "Life is What You Make It" as an inspirational and motivating work and the triumph of folie for the temperament to live. She has written a lot of useful and meaningful works. Every person in life has to deal with a lot of problems, and we frequently find ourselves in such a position. which is beyond our comprehension. In this story the hero, Ankita Sharma likewise faces a defining moment which influences her life seriously. Human life is not easy; in order to survive on this planet, we sometimes have to do things that are out of our comfort zones. Ankita Sharma, a brilliant and charming young woman, suffers from bipolar disorder, which she accepts and overcomes. We will gain a better understanding of life's significance and value from this paper. When we make poor choices, we sometimes find ourselves in a position where all we can do is feel regret. Ankita just wants to be her own person, so she rejects her love. However, all of these things changed her life. However, her determination and willingness to live help her overcome her disorder. Literature has always served as a mirror for the various aspects of human existence. It encompasses all human relationships, not just those between men and women. It provides an insightful perspective on how to improve society by highlighting the various social facets of the human world. Literature not only reflects the social reality, but it also shapes the intricate ways men and women organize themselves, their interpersonal relationships, and how they see the socio-cultural reality. For survival in life, every individual requires the companionship and assistance of others. However, the existence of emotional value cannot be overlooked in the midst of all the common interests and goals. The ongoing paper highlights similar perspectives underlined by Preeti Shenoy in her one of the most amazing selling books in India. "Life is What You Make It," her second book, was one of the best-selling books in India in 2011. She has been called an expert on relationships. The purpose of this paper is to examine human relationships in the novel "Life is What You Make It" by Preeti Shenoy.

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Triumph of mental, disorder, postmodern paranoia, exasperation, bipolar disorder, mental asylum, suspicion.

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