Vellore Institute of Technology (VIT) is a private university located in&nbsp;Tamil Nadu, India. Founded in 1984, as Vellore Engineering College, the institution offers 20 undergraduate, 34 postgraduate, four integrated and four research programs. It has campuses in Vellore, Amravati, Bhopal and Chennai.

VIT is one of the top ranked private universities in India according to NIRF, THE and QS Rankings.&nbsp;Govt. of India has recognized&nbsp;VIT, Vellore as an&nbsp;Institution of Eminence. This has allowed VIT to take independent quality initiatives and move up in world ranking.

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VIT University

Department of Commerce

Diabetes is the key critical issue needs to be concerned for various problems in our body. Increase in glucose and fructose content in our body results in diabetes mellitus. When a body generates higher insulin level than the required, it results in increased urination and excessive thirstiness which in turn results in kidney failure and other cardio-related issues. Many research agencies invested their funds on defining the predictive methodology and finding the root cause of those results in mellitus. Mellitus results in the highest mortality rate compared to any other disease reported by the health organizations across the globe. In this, the predictive methodologies, various classification techniques are discussed, and the results are analyzed. The classification methodology could be on medications, food habits, personal behaviors, age factors and so on. The datasets are processed and analyzed with the neural network algorithms, and the results are compared with one another. The datasets are taken from the National Family Health Survey results published during the period of 2016–2017. The result implies that men between ages 15–49 among 1 billion people have reported with diabetes mellitus. Diagnose and forecast on this disease are done by recognizing the pattern formation and grouping the similar structures. Various algorithmic techniques like M-layer perceptron, nearest neighbor, vector machines, data regressions, binary regression and their accuracy of forecast, speed and sensitivity are calculated, analyzed and compared to define the accurate prediction methodology over a short span of time. The forecast methodologies are focussed to provide solutions to avoid the intensive care system provided proper medications with a long duration when it is been predicted to be a risk factor. A statistical method of analyzing is performed for the comparative analysis. The learning and training methodologies are discussed in this system. Accuracy, specificity, sensitivity are the key parameters to define the best forecast methodology. Classification on association, regression techniques and neural algorithmic techniques is analyzed and compared to refine the best predictive forecast methodology by processing 30 samples across the states of India with focus on determining the type of mellitus along with the accuracy on definition. The forecast data utilized to define the type of mellitus and the prediction on critical measures over a period of time. © Springer Nature Singapore Pte Ltd 2021.

Department of Database Systems

School of Computer Science and Engineering

Vellore Campus

School of Social Sciences & Languages

World University root node

Lecture Notes in Networks and Systems

Supervised learning method and neural network algorithm for the analysis of diabetic mellius and its comparitive analysis

Drip irrigation is a type of irrigation system in agriculture. India has produced 1.6 million tonnes of horticulture produces through precision agriculture. Many irrigation techniques are available in agriculture, drip irrigation one of the efficient irrigation technique for horticulture. Applying water directly to the root zone has the main advantage for drip irrigation. The commercial drip irrigation system available on the market are made to control based on the manual type with time duration. The current system requires human resources to control and monitor the irrigation process. The lake of monitoring may result in the root zone to be wetting more than the required. Lake of data collection from the root zone and monitoring the irrigation with these electro-mechanical devices is a big challenge. To improve the irrigation efficiency the proposed approach design with an embedded system for drip irrigation to monitor the irrigation process in horticulture. The micro controller and sensor-based remote sensing drip irrigation system have tested for the durability of the components in the horticulture field. The data collection and overall functionally of the device to achieve successful results in the prototype model of remote sensing drip irrigation system.

Journal of Critical Reviews

HORTICULTURE AND PLANTATION CROP USING REMOTE SENSING DRIP IRRIGATION SYSTEM HORTICULTURE AND PLANTATION CROP USING REMOTE SENSING DRIP IRRIGATION SYSTEM

”Panchayats or Village Councils are as old as India‘s history and have been a part of the tradition. Mahatma Gandhi said: In the true democracy of India, the unit is the village. Even if one village wants Panchayat Raj, which is called a republic in English, no one can stop it. True democracy cannot be worked out by the men sitting at the centre. It has to be worked out from below by the men and women of every village”. A rural development schemes has been divided four categories 1. Program for self and wage employment, 2. Rural infrastructure & basic minimum needs, 3. Natural resource management and 4. Social security. This paper is an attempt to analysis the specific central government scheme comes under program for self and wage employment namely ”Mahatma Gandhi National Rural Employment Guarantee Scheme” (MGNREGS). The ultimate aim of the scheme is to eradicate the rural poverty, unemployment and reduced migration. The main purpose of the research paper is to investigate the rural development schemes in India special reference to impact of MGNREGS in Vellore District in Tamil Nadu. From the findings of the research, it is found that MGNREGS has increased employment opportunities especially for rural women in Vellore district comparing to other schemes launched by the government of India and also women who are working under MGNREGA have less satisfaction on their work and earnings and low level of awareness in this scheme. © 2020 IJSTR.

International Journal of Scientific and Technology Research

Rural development schemes in India special reference to impact of mgnregs Vellore district in Tamil Nadu

After demonetization on 8th November, 2016 in India, life insurers saw a six-fold increase in the premium collection up to Rs.6.700 crore for November, as more people took to buying policies through direct, agent or online. Post demonetization, there was 50% growth yearover-year at private insurers, as LIC saw premiums rise three-fold, because all businessme on, students, employees, and the general public started using smart mobile banking apps including e-Applications for paying all their bills including insurance premium. Also mobile banking play a very significant role for insurance companies for collecting their premium, policy settlement, and also it is reducing the work burden of the insurer. Still there are certain policyholders in Life Insurance Company who oppose and do not fully happy about the drive to the digitalization of insurance and their attitude towards using mobile phone apps or internet banking for payment of premium was dissatisfied. The study covers only the policyholder's attitude towards using mobile banking services provided by LIC in Oragadam only. The choice of the respondents for the study may not be similar, if it is conducted from other districts of Tamil Nadu. The size of the sample was limited to 200 only. The questionnaire was collected only from the online users while making their payment through mobile. Insurance customers still access services through conventional channels, which provide face to face services. They do not come forward to use the E-Services offered by insurance industries, because they do not trust the online services, at the same time they are afraid of adopting mobile insurance. Mobile services offer enlarged agility and control and save time. Customers only made use of the payment through Debit, credit card and net banking. © 2020 Innovare Academics Sciences Pvt. Ltd. All rights reserved.

Fulltext

Drive to digitalization in insurance a study on policyholders' attitude towards using mobile banking

Rosewood is an inestimable sui generis brand, which was fabricated over the decades. It has inspirational onsets and the apical ideal of excellence both in terms of product and service. Ultra-luxury inhabitating style and trend of the corporation creates lambency in 15 countries with 27 hotels. At present, it is held by Rosewood Hotel Group, belongs to Hong Kong based hotel firm, heretofore known as New World Hospitality. Hotel defines Rosewood's as "A Sense of Place" axiom. The serious issue was that Rosewood Hotels and Resorts had a low campaign, brand mindfulness and acknowledgement among its clients came about a low multi-property strategically pitching rates contrast with its rivals. By what method should the Rosewood Hotel should deals with? The Situation analysis, strategic marketing, long term, short term, quantitative and qualitative analysis and advertisement Campaign were applied to fulfil the above issues in the rosewood hotel industry. Rosewood's Advertisement Campaign action are implemented to set up the incessant stay program that should adopt the corporate brand methodology and correspondence promoting procedure, brand logos, promoting effective video for the youth and not for the family gatherings, so this constraint ought to be topped off to pull in more visitors and clients. By and large there ought not to be an excessive number of stresses over losing clients and the focused on client ought to be presented with all courtesies to hold for a more drawn out in the forthcoming marketing periods. © 2019 by Advance Scientific Research.

Marketing rosewood as an ultra-luxury hotel brand: Using strategic marketing and SWOT analysis

Indian bank customers have been witnessing a series of technical issues with Automated Teller Machines (ATM) which is leading to cash reimbursement problems. In such a juncture, this study plans to study as to how banks in India are sustaining the satisfaction of ATM customers and thus helping them to continue using ATM. The study was conducted in Bengaluru urban, Karnataka, India since the same place was acknowledged as the place bustling with a rich number of ATMs as per the 2016 report of State Level Bankers’ Committee, Karnataka. The results revealed that satisfaction and income were able to predict the continued use of ATM whereas age did not. It also showed that women continued using ATM more than men. This study would help restore that long lost satisfaction of ATM customers with the banks and show a new path towards continued usage of ATM for years to come. © 2020, Institute of Advanced Scientific Research, Inc. All rights reserved.

Journal of Advanced Research in Dynamical and Control Systems

Exploring the underlying relationship between satisfaction and continuance amongst atm customers

According to the survey 17.5 million deaths are happened due to the cardiovascular disease that leads to create heart attack, chest pain and stroke. Based on the survey it clearly concludes that most of the people affected by heart problem that need to be identified in the earlier stage for eliminating the future risk in patient health. The importance of the heart disease detection process helps to create the earlier detection system for identifying heart problem by using machine learning and optimized techniques but the developed forecasting systems are difficult to predict the heart problems in an accurate manner with minimum time. So, hybridized Ruzzo–Tompa memetic based deep trained Neocognitron neural network is introduced to analyze the heart disease related features and predict the heart disease in earlier stage. First, heart disease data has been collected from UCI repository, dimensionality of the data is minimized by hybridized Ruzzo–Tompa memetic approach. After reducing the number of features, that are trained by deep learning approach which analyze the features using maximum number of hidden layers that used to predict heart disease features successfully while making the Neocognitron neural network classification. Further efficiency of the system is evaluated using MATLAB based simulation results. © 2019, IUPESM and Springer-Verlag GmbH Germany, part of Springer Nature.

Department of Software Systems

Health and Technology

Heart disease classification using hybridized Ruzzo-Tompa memetic based deep trained Neocognitron neural network

VIT Unitversity

Environmental Science and Engineering Socio-economic and Eco-biological Dimensions in Resource use and Conservation

Biodiversity and Conservation: India’s Panoramic View

In the recent years, Self-help Groups extended the existing values of women empowerment all over the world. In India, the SHGs conceptualized framework has been started long back. As of now, people are started to get the benefits from this funding support from Government to deprive poverty. Specifically, this act helps the rural women to empower financially. This Survey method is an attempt to identify the level of empowerment in the rural zones. It deals with socio-economic factors, political and psychological features. This systematic process leads micro-finance users to monitor. The researcher has used a multi-stage random sampling technique to cover the people. A sample size of this survey, 235 respondents were selected in one block of the Vellore district. The data were collected by using a self-report (questionnaire). This data collection process has been carried out by following descriptive statistics and exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) with the support of the software like SPSS 21 and AMOS 21 software. The findings of the study clearly states that the model is appropriate and it influences a positive effect on rural (SHG) women empowerment. © 2020, Institute of Advanced Scientific Research, Inc.. All rights reserved.

An investigation of the measurements of women empowerment among the rural SHGS microfinance beneficiaries

In this study a decision making model through Neutrosophic Q-fuzzy set has been designed. During Covid-19 – Pandemic situation, education sector is stabilizing its work through online mode. Information Communication Technology (ICT) platforms offer many opportunities for the academicians and Learners. This study intends to analyse the selection of best ICT tool by fixing important criteria. The selection of optimal ICT tool is scrutinized in this study using Significant Score of a Neutrosophic fuzzy number. © 2020. All Rights Reserved.