Volume 9 | Issue 7

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AUTOMATIC HAND SANITIZER PRODUCTION USING PLC

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Customer churn is one of the main problems in the telecommunications industry. Several studies have shown that attracting new customers is much more expensive than retaining existing ones. Therefore, companies are focusing on developing accurate and reliable predictive models to identify potential customers that will churn shortly. The telecommunication industry in recent years is a subject of major changes and from a fast-growing industry has come to a state of saturation accompanied by a strong appetitive market. Customers starve for better services and prices, while their requirements are extremely complex and difficult to understand. Customers starve for better services and prices, while their requirements are extremely complex and difficult to understand. This project aims to investigate the main reasons for churn in the telecommunication sector. This project aims to investigate the main reasons for churn in the telecommunication sector. The proposed methodology for analysis of churn prediction covers several phases: understanding the business, selection, analysis, and data processing; implementing various algorithms for classification; evaluation of the classifiers and choosing the best one for prediction

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Churn Prediction,machine learning.

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India was exposed to modern day tax structured Sir James Wilson in 1860 so that British Indian Government of that time can recover the losses incurred during the revolt of 1857. Since then various reforms were introduced to manage the pace of development and increase the horizon of government revenue through taxes. Most recently Goods and service taxes were introduced in India which has subsume more than 15 indirect taxes in it and becomes the most dynamic and celebrated tax reforms of the recent time. GST is an promising tax regime which was introduced with the motive make Indian businesses globally competitive by removing cascading effect, Easy inter-state movement of goods, inclusion of small business in the formal economy, reduction of tax terrorism etc. It is claimed to be one of the best measure to reduce tax evasion both direct and indirect. It was France which has introduced the GST for the first time in the world in 1954. But as world trade progresses today more that 160 countries of the world has adopted this system of taxation. It has been claimed that the GST model that India has adopted is very similar to Canadian Model of VAT. Both India and Canada are Common Law countries having very similar federal structure so it was advisable to look forward to Canadian Model of GST. Canada has adopted this system of taxation for the first time in 1991. Initially the government has faced many backlashes for the new change but today it is one of the country with smoothest Indirect tax structure. The present paper analyse the indirect tax regime in both the countries and tries to evaluate the similarities and dissimilarities of the law in both the jurisdiction.

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GST, ITC, HST, VAT, RST, QST,PST, MST, indirect tax, etc.

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Abnormal development of cells in human body contributes to the formation of cancer or tumor. The uncontrolled expansion of cells in human brain leads to the formation of brain tumors. These brain tumors are classified into two types, benign and malignant. This project presents an automatic segmentation method based on fuzzy corner metric markers and classification method using Convolutional Neural Network. The segmentation method uses a fuzzified corner metric, in view of image intensity, is proposed to recognize the component markers to be enclosed by the contour. In order to improve the accuracy level, Whale Optimization Algorithm (WOA) is used. The WOA is used to tune the hyper parameters of hybrid CNN. These parameters include the number of convolution kernels, the size of convolution kernels, activation function, batch size and learning rate. CNN models, one of the deep learning networks, are utilized for the diagnosis process. The proposed work is implemented and simulated in MATLAB. The proposed work gives exceptionally good results, when compared to recently proposed techniques and this work provide better accuracy of 98.92%, specificity of 97%, and sensitivity of 97%.

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Brain Tumor, Classification, Image Segmentation, GLCM

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zafirlukast, fexofenadine, rheumatoid arthritis, leukotriene, histamine.

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There is significant climb in cyber attacks, a numerous organizational entities are presently making progress toward better information mining strategies to examine security logs that has acquired from the various software framework to guarantee avoiding the bot attacks based on the location. Machine Learning approach based security frameworks are evolving to detect the patterns of attack by extracting the payload data from the network resources. These uncover the threats that are targeted towards the operational infrastructure with minimizing the cost for detection of these attacks. This paper introduces PSO Algorithm for detecting bot attacks on a network infrastructure. PSO Particle swarm optimization is a rudimentary variant which operates by consuming a populace of network infrastructure (assumed as a swarm) of network data (assumed as particles). These network particles are simulated and propagated in the investigation computational coordinates of the network infrastructure domain. The movements of the network particles result in a upward trajectory pattern of upper boundary and its consequent downward pattern lower trajectory of lower boundary. These boundaries constitute of the network traffic movements and each packet movement in the network space, when the data of each packet crosses upward trajectory pattern which will constitute of the traffic deviations generally a bot attack. These patterns are trained and tested on the network infrastructure to efficient detection of the attack.

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PSO Particle swarm optimization, Network Infrastructure , Cyber Attacks , Machine Learning

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The gearbox is a device which is used to transmit the power from one shaft to the other shaft within the required gear ratio. But, most of the times space limitation becomes the major problem of system. Also efficiency of the device is one of the important parameter. The device should have maximum efficiency. The conventional gear box gives us the required power and speed ratio but, they require the larger space for their working. Also they possess large number of parts and become bulky. In some applications, the space limitation is the important factor while designing the device. The aim of this project is to design a shaft mounted speed reducer which requires the less space and gives required speed ratio. In this thesis the analytical and numerical methods are used to design the parts of shaft mounted speed reducer. Also the experimentation is done to check validation of the work. The advantage of this project is, it requires less space and gives high efficiency. The maximum efficiency obtained by this speed reducer is 93.28%.

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Timer Pulley, RH Sleeve, Internal Gear Ring

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Maximum of the humans now are dealing with weight problems as their foremost issues. It may motive because of calorie intake, non-stop paintings without workout and modifications in meals behaviour this is intake of junks and etc., Mushroom is one of the tastiest snack that everybody likes to have it. In the growing present day drug treatments the position of our herbs and conventional meals behaviour like mushroom and others are gambling very crucial position in our health. In this overview article we're going to see the useful position of oyster mushroom in weight problems problem.

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REVIEW ON EXPLORING THE ROLE OF OYSTER MUSHROOMS IN OBESITY

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To Study About The Efficacy Of Stretching Exercises And Stretching With Cold Pack On Hamstring Pull. - For Reducing The Pain - For Increasing The Range Of Motion

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Stretching Exercise, Cold Packs, Hamstring Pull, Reduction Of Pain, Significant Improvement

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The world is developing rapidly due to the construction of buildings for commercial and residential. Due to the usage of concrete it leads to the shortage of the natural resources. Silica fume is added as admixture to partial replacement of cement with different percentages of 0, 5, 7.5 and 12.5. AR glass fibers are used to increase the mechanical properties of concrete. The test results were obtained with reference to compressive and split tensile strength at 28days. A constant percentage of 0.03% of glass fibers is added to the concrete.

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Alkaline glass fiber, silica fume, compressive strength, split tensile.

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The soft drinks sector is one among the fastest-growing, most innovative, and fast changing areas of the food and drink industry. The aim of present work was isolation and identification of micro-organisms and chemicals which may lead to various health problems from soft drink and fruit juice. Samples was collected from different location of Nanded which contains 4 carbonated soft drinks of different brands. And, Apple Juice, Orange Juice and fruit beer from local market. We collected different samples of soft drinks and fruit juices with a specific dilution for testing. After testing us observed different types of micro-organisms such as-Staphylococcus aureus, cocci shaped bacteria, Bacillus etc. The most prevailing bacterial isolates were glucanobacter sp., Lactobacillus sp. And next prevalent bacterium was leuconostoc sp. Some fungi were also observed in the sample such as Penicillium Expansum, Penicillium roquefori, Penicillium Glabrum.

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Carbonated Soft drinks, microorganisms, fruit juices, contamination

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Marketing strategies; Criminology; Philippines

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Indian securities market is a highly volatile and sensitive market where portfolio construction is highly important to get good returns. Risk and recovery relationships are an important part of investing in decision-making. Although studies have examined the risks and relationships of relapses, the investor remains willing to invest in a high-yield and low-risk financial institution; and it is very necessary to create a portfolio that meets the goals and objectives of investors. The investor is trying to make a high profit with minimal risk. The main focus of this research is to construct an optimal portfolio with the help of CAPM. In this research, banks and companies has been taken into consideration for constructing the optimum portfolio. Eight banks and companies like HDFC Bank, ICICI Bank, Infosys, L&T, Reliance Insurance, Bharthi Airtel, NTPC and Housing Development Finance Corporation Ltd been selected and excess to beta ratio has been calculated and ranked the companies based on that ratio. The cut-off point was calculated based on the highest value and cut-off point should be used to calculate the proportion of money to be invested in each stocks. This research findings and suggestions would be helpful to investors for investing in banks and companies.

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Mutual Funds, Volatility, Risk, Cut off Point and investment decision

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Background- Obesity is a major rising health related problem. There are many long-term debilitating effects of obesity that may impair quality of life. Of these musculoskeletal disorders, foot problems in obese adults are most important. This may be due to the increased stress placed on the feet through the need to bear excessive mass. Purpose- The purpose of the study is to compare the effect of overweight on calcaneal eversion, gastrocnemius extensibility and angle of toe-out in female adults. The further aim was to study the effect of obesity on foot disability index in female adult. Method- Sixty eight females with a mean age of 18-26 years were divided into 2 groups according to there body mass index. Group A ( n=20,BMI =25-29.9) was assigned as a test group and Group B (n=34,BMI=18.5-24.5) were assigned as a control. Measurement for Calcaneal Eversion was obtained in prone whilst Gastrocnemius extensibility was obtained in sitting . The Angle of toe-out was obtained during walking.The Foot Disability Index was fulfilled by the participants. Result- There was significant difference noted (p<0.0) between two groups for calcaneal eversion , gastrocnemius extensibility and angle of toe out. No significant difference (p>0.05) was found in foot disability index scale between two groups. Conclusion-Within limits of present study , significant variation was found in CE,ATO(increase) and GE(decrease) in overweight females. No variation was found in foot disability index.

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Angle of toe-out, calcaneal eversion, foot disability index, gastrocnemius extensibility, overweight.

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The main objective behind the facial recognition system is the certitude that every person has a unique face. As we know that every person has unique fingerprint, similarly every individual face have unique features. Here we use features of face of an individual. We can stored the features of the faces of many individuals and they can be identified according to their face features. Facial testimony and facial recognition are difficult and challenging piece of work. For facial recognition systems to be authentic, they must work accurately and precisely. The facial recognition technique captured the image using the camera and mapping it for comparison to the images stored in the database. If the captured image is matched with any of the stored images then it shows face matched otherwise it shows face not matched. This paper elaborates in detail the entire process of facial recognition system using OpenCV library. We use Har cascading algorithm using OpenCV library for the face detection.

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Face Detection, Face Recognition, Haar Cascade, OpenCv

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Over the past three decades, a great deal of interest has been generated regarding the use of structural protective systems to mitigate the effects of dynamic environmental hazards, such as vibration, on mechanical engineering structures and automobile sectors for human comfort, earthquakes and strong wind, on civil engineering structures. These systems usually employ supplemental damping devices to increase the energy dissipation capability of the protected structure. One of the most promising new devices proposed for structural protection is magneto rheological (MR) fluid dampers. MR fluids possess rheological properties, which can be changed in a controlled way. These rheological changes are reversible and dependent on the strength of an excitation magnetic field. MR fluids have potentially beneficial applications when placed in various applied loading (shear, valve and squeeze) modes. Magneto rheological dampers, or as they are more commonly called, MR dampers, are being developed for a wide variety of applications where controllable damping is desired. MR fluid dampers have the capability of changing their effective damping force depending on the current input to the damper. These applications include dampers for automobiles, heavy trucks, prosthetic limbs, gun recoil systems, bicycles, and possibly others related to mechanical discipline like brake, clutch etc. Magneto rheological (MR) fluid dampers having very good mechanical simplicity, high dynamic range, low power requirements, large force capacity, and robust ness, this class of devices has been shown to mesh well with application demands and constraints to offer an attractive means of protecting infrastructure systems. This work issues the design and analysis of the linear magneto rheological damper. Basic information concerning the characteristics of the typical magneto rheological fluid and the damper incorporating it, were presented with the detail description of the applied fluid developed in our premises. With reference to the computations, the prototype damper was designed, manufactured and tested under different operating conditions. Performed calculations were verified with the experimental results and their accuracy was evaluated. The conclusions and observations from the research were compiled in the summary.

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Vibration, magneto rheological fluid dampers, loading modes, Automobile.

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Background: Burnout syndrome is psychological condition characterised by emotional exhaustion, depersonalization ,and low personal accomplishment ,which translates to inefficient job performance. Due to the prevailing pandemic situation of covid 19 all over the world, has increased tremendous work load on health care professionals. This study assess to find out the prevalence of burnout syndrome among medical interns. Method: - This cross sectional study was conducted on 79 healthy amongs 41 male and 31 female medical interns performing covid as well as non covid duty in Dr.Ulhas patil medical college and Hospital, Jalgaon. Data on burnout syndrome were received from Professional Quality Of Life scale. The data was entered into excel sheet. The data was analyzed by using descriptive and interferential statistics. Results: The results showed that among the covid duty participants, prevalence of burnout experienced was 50% while, prevalence of non covid participants was 16.32%.The study revealed that prevalence of burnout among medical interns performing covid duty is too high as compared to interns performing non covid duty Conclusion -The study shows prevalence of burnout syndrome among medical interns. This study find out that burnout syndrome is more in interns attaining covid posting.So the study concludes that interns attaining covid posting have more prevalence of burnout syndrome.

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Burnout syndrome, Covid-19, Medical intern, Professional Quality Of life Scale.

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Aatmanirbhar Bharat Abhiyan, Covid-19, Self-reliance, 5 pillars

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Snake bite in pregnancy can lead to significant maternal morbidity and mortality with poor fetal outcome. Here we report a primigravida aged 29 years at 23+3 weeks of gestation with viper bite with poor fetal outcome.

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acute kidney injury, anti-snake venom (ASV), coagulopathy, pregnancy, snake bite, dialysis

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Single crystals are a type of solid state material that can be classed, depending on the arrangement of the component atoms, ions, or molecules, polycrystals and amorphous materials are formed. An ideal crystal is an infinite lattice of atoms arranged in patterns that repeat with repeat distances in all three dimensions. Real crystals are limited in size and contain defects. Crystal growth is a multidisciplinary field that encompasses physics, chemistry, materials science, chemical engineering, metallurgy, crystallography, and mineralogy. The presence of functional groups and modes of vibration of crystals were confirmed by Fourier transform infrared analysis. The absorption spectrum revealed that the crystal possess lower UV cut off wavelength. UV- visible analysis revealed that the ZTS crystal is good in quality and optically transparent. Microhardness study indicates that the crystal belongs to the class of soft materials. The Thermo gravimetric analysis confirmed that the grown pure, 1 mole % and 2 mole % of KI doped ZTS crystals are thermally stable up to 236.92?C, 238.77?C and 242.52?C respectively. The SHG efficiency of KI doped ZTS crystal is enhanced by KI dopant. Elemental compositions of grown crystals were obtained by using Energy Dispersive X-ray analysis.

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Crystals, component atoms, ions, molecules, polycrystals, amorphous materials

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