Volume 9 | Issue 7

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Customer Satisfaction, Hybrid algorithm, Customer Behaviour, Fuzzy and company product.

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The critical minimum hypothesis considered mutually the determination of the income tax schedule and the compositions of public expenditure. Our starting points the fact that public debate topically concentrates on the reduced set of salient issues political researchers have systematically studied the relative importance of expenditure plans and income taxation in the political debate. As it appears, partisan competition turns out to be strong on expenditure policy and mild on income taxation. Otherwise, endogenous growth models, such as burro (1990), predicate the government expenditure and taxation will have both temporary and permanent effects on growth. We test this prediction using panels of annual and period average data for OECD countries during (1970 1995) isolating long turn from short term fiscal effects. Specially taxation tax strategy taken as an entire is inarticulable and tentatively jumbled, and therefore, in effect, a difficulty to actual tax reform. To grow a tax strategy beneficial in the expansion of a tax structure, the theoretic methodology to fiscal policy must be unrestricted and a practical attitude must be accepted. Since the induction of the income tax in (1913), the tax system has been in a perpetual formal of change. The governmental procedure we model profits that the reformism of the income tax program is contingent on income inequality interrelated with the elasticity of substitute of the goods providing in the market and those freely provided. This association is established in our experiential test.

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Critical Minimum Hypothesis, Tax Reforms, Public Economics.

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Handwritten digit recognition is the intelligence of computers to recognize digits written by humans. But it becomes one of the most challenging tasks for machines as handwritten digits are not perfect and can be made with many different: flavors, size, thickness. Thus, as a solution to this problem, Handwriting digit recognition model comes into picture. Many machine learning techniques have been employed to solve the handwritten digit recognition problem. This paper focuses on Neural Network (NN) approaches. Among the three famous NN approaches: deep neural network (DNN), deep belief network (DBN) and convolutional neural network (CNN), the specialization of CNN as compared to other NN of being able to detect pattern is what makes it so useful for recognizing handwritten digits in this paper. Our goal is to implement a CNN based handwritten digit recognition model that uses the image of a digit and recognizes the digit present in the image. The performance is tested on MNIST dataset. The network was trained on 60,000 and tested on 10,000 numeral samples. We carried out extensive experiments and achieved a recognition accuracy of 99.87%.

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Handwritten digit recognition, Machine learning, Deep Learning, Convolutional neural network, digit recognition, classification

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Nanoscience and nanotechnology are the study and application of extremely small objects, and they can be applied in chemistry, biology, physics, materials science, and engineering, among other subjects. The exceptional physical and chemical properties of zinc oxide nanoparticles (ZnO) provide advantages. It is a low-cost material used in the cosmetics sector, nanofertilizers, and electrical devices, as well as a good agent for bioimaging and targeted medication and gene delivery, as well as an excellent sensor for detecting environmental toxins and remediation. A disinfectant made from newly synthesised zinc (II) oxide nanoparticles (ZnO-NPs) has been tested. For the developing corona virus, a nano-spray has been developed (SARS-CoV-2). Various spectroscopic analysis (FT-IR, UV, and XRD) and surface analysis techniques were used to completely chemically analyse the produced (ZnO) nanomaterial. This review focuses on ZnO-NPs, which have potent antiviral activity against SARS-CoV-2 at very low concentrations and can trigger many free radicals, causing oxidative stress to SARS-CoV-2 and severe damage to SRAS-CoV-2 cellular membranes, which is a critical result in the fight against SARS-CoV-2. Inorganic physical sun blockers such as titanium dioxide (TiO2) and zinc oxide (ZnO) are commonly used in sunscreens. The combination of TiO2 and ZnO ensures broad-band UV protection since TiO2 is more effective in UVB and ZnO is more effective in UVA. Microsized TiO2 and ZnO have been increasingly substituted with TiO2 and ZnO nanoparticles (NPs) (100 nm) to address the cosmetic issue of these opaque sunscreens. This paper examines the considerable impact on sunscreen UV attenuation when microsized TiO2 and ZnO particles are substituted with NPs, as well as the physicochemical factors that influence NP sunscreen effectiveness and safety.

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Zinc oxide Nanoparticles (ZnO-NPs), Sunscreen, Coronaviruses (CoVs), Nanotechnology, Disinfectant.

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Introduction, Need of the study, Hypothesis,Operational definitions-Knowledg, Prevention, Tuberculosis, ANM. Materials and methods- Source of data, Research approach, Research design, setting of the study, variables, population, Sample size, Sampling Technique, Sampling criteria, Data collection procedure, Duration of study, Data Analysis Method, Descriptive Statistics

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The fishes were exposed in different concentration of zinc for different time intervals to study of lethal toxicity of zinc. The lethal concentration prepared from the stock solution (0.2mg,0.4mg/lit, 0.6mg/lit & 0.8mg/lit respectively).the fishes was exposed in 0.2, 0.4, 0.6 & 0.8mg/lit for 24 hrs, 48 hrs, 72 hrs and 96 hrs. The highest mortality was observed in 48 hrs followed by 96 hrs. The LC50 value was 0.190 mg/lit for 72 hrs.Consequently we observed and record all morphological & behavioral changes after each successive time intervals.

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Zinc, Tilapia mossambicus, lethal Concentration, morphological behavioral changes

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Student Database Management for college based to manage student and facult data.

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Studere, Database, College

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: Prospective teacher educators, pre-test, post-test, online learning, effectiveness.

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Pandemic has generated a feeling of anxiety, fear and exasperation among children due to school closure, isolation and lack of support. Child abuse, exploitation and violence have also increased substantially during the lockdown (Child line & UNICEF, 2020). The situation of children living under institutional care is highly disconcerting, A World Health Organization report on global child abuse noted that schools were closed to 1.5 billion children worldwide because of the pandemic, and their parents face heightened stress and anxiety from lost income, social isolation, and potential crowding in the home. Additionally, more time online may expose children to an increased nuisance of online sexual exploitation.

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Impact of covid, Prevalence rates of CSA, child rape cases.

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In this article the basis mechanisms of tripping out of crude oil from oil wells by basic functions and introduction to crude oil its basic types and with examples of their fossils they found. Here its mainly associated with the working of Christmas tree (oil dripping machine) , the function and effects of MUD and its formation and the dosing (in ppm) calculations.

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Key Words :- Tripping , Christmas tree , MUD , Dosing in ppm

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Nutrition Education Program (NEP), dietary pattern, menstrual cycle, amenorrhea, oligomenorrhea and lifestyle patterns.

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The flow of dusty visco-elastic fluid between two parallel plates when the lower plate is at rest and the upper one begins oscillating harmonically in its plane is considered in view of its growing importance in various technical problems. In the present paper, consider the unsteady laminar flow of visco-elastic fluid containing uniformly small solid particles between two infinitely extended parallel plates when the lower plate is at rest and the upper one begins oscillating harmonically in its own plane. The analytical expressions for velocity fields of fluid and dust particles are obtained which are in elegant forms. The skin friction at the lower plate wall and the total volume flow in between the plates are obtained and discuss the effects of various parameters on skin-friction and volume flow between the parallel walls.

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Visco-elastic fluid, laminar flow, elastic element, dusty fluid, skin-friction, harmonic oscillation, volume flow.

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This study has been undertaken to examine the feasibility analysis of Industrial waste unlike Foundry sand, Ferromanganese slag and Tyre Chips in Wet Mix Macadam (WMM) by partial replacement to the natural aggregates and stone dust used in WMM. Various mix designs were conducted using different proportions of the Industrial waste and aggregated mix together by partial replacement of industrial waste products to the natural aggregates especially fine aggregates and stone dust. Various laboratory tests i.e. Grain Size Analysis, Standard Proctor Test to determine the MDD and OMC of the mix, Permeability Test, California Bearing ration (CBR) were carried out to analyze the properties of the newly formulated mix in accordance with the conventional mix design of WMM. Further field applications and field results were conducted to analyze the practicability of the mix.

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Industrial Waste, Foundry Sand, Ferromanganese slag, Tyre Chips, Wet Mix Macadam (WMM)

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Portfolio is a combination of all the assets and investments tools that are held by an individual, referred to as the investor. The main focus of this paper is to help such investors in constructing an optimal portfolio with the help of Sharpe Index Model. In this research, the scrips that have managed to constantly be a part of the NIFTY50 Index for the period of April 2011 to March 2021 have been taken into consideration. The proposed method herein leverages the excess returns to beta ratio tool to formulate the cut-off point. Those securities with greater excess returns to beta than the cut-off point ultimately form the portfolio. The proportion of investment to be made in each selected security is done basis their beta, excess returns to beta, unsystematic risk and the cut-off point. This analysis will help investors to yield more returns with reduced risk.

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smart farming,iot based agriculture system

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The purpose of this review article is to discuss in detail technology transfer in the pharmaceutical industry, legal issues in the pharmaceutical industry. Technology transfer requires a documented, designed progress using skilled and knowledgeable personnel working inside a quality system, with documentation of data casing all aspects of development, production, and quality control. This article Clearly explains the technology transfer documentation part this is an attempt to understand the aspects related to technology transfer. The transfer may be said to be successful if the receiving unit and the transferee can effectively utilize the technology for business gain. The success of any particular technology transfer depends upon process understanding or the ability to predict accurately the future performance of a process.

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Technology Transfer, Documentation, Team Members, Facets, Manufacturing.

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Traditionally, Cichorium ontybus leaves has been extensively used to delicacy numerous infectious diseases. The aims of this examination were to determine the total phenol and flavonoid content of this plant using spectrophotometer; and assess the antioxidant and antidiabetic possessions of the flavonoid rich fraction form leaves of Cichorium ontybus. The total flavonoid, and phenolic content assays showed that the flavonoid rich fraction had higher phenolic. The ABTS radical, Lipid peroxidation metal chelating, superoxide radical, nitric oxide scavenging and reducing power abilities and antibacterial activity were also evaluated. The flavonoid rich fraction fraction revealed higher antioxidant properties of ABTS radical (72.31%), Lipid peroxidation (66.34%) metal chelating (78.32%), superoxide scavenging activity (71.56%) and Nitric oxide scavenging activity (81.45%). The antibacterial properties of the polyphenol rich fraction were analyzed by the disc diffusion method, and the flower extracts had higher antibacterial activities against the four bacterial strains used in the study. This study provides information on the synergistic antioxidant and antibacterial properties of phenolics derived from the leaf parts of Cichorium ontybus.

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IN VITRO STUDY ON ANTIOXIDANT AND ANTIDIABETIC ACTIVITIES OF FLAVONOID RICH FRACTION FORM LEAVES OF CICHORIUM ONTYBUS

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The current research investigates the impact of work life quality on the performance of the teachers. The study is conducted among the teachers of private schools in Cuddalore. The data needed for the study is collected by establishing the questionnaires. Random sampling technique is used in the research to select the respondents of the study. The method of analysis used to explore the association of work life quality with the performance of the teachers is the regression. The statistical analysis of the research study is performed by SPSS. The sample size of the study is 100 private school teachers. The study outcomes show that the job performance of the teachers is influenced by the work life quality.

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Quality of Work Life, Job Performance

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STUDIES ON ARCHAEOLOGICAL FEATURES, SCULPTURES ARCHITECHTURAL STRUCTURES AND GEOMORPHIC CONDITIONS OF MEDIEVAL HINDU HINGLAJ FORT, NAVALI PLATEAUE, BHANPURA, MANDSAUR DIST. M.P. INDIA

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In Siddha System of Medicine, there are manyherbomineral formulations that act effectively on various diseases. This Review elucidates the antiviral, antipyretic and anti-inflammatory potentials of BalasanjeeviMathirai which is a herbomineral drug that effectively acts on fever/pyrexia/febricity.

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Fever, Pyrexia, Suram, BalaSanjeevi, Antipyretic, Anti-inflammatory.

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