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Research Paper

Improved random-forest image classification using generative adversarial network

Mankind has always hoped to do better. Ensemble learning[12] is one of the techniques that help drastically improve results of machine learning algorithms. But these classifiers need a lot of data in order to perform really well. But even in today’s data driven world, it is not that easy to get hold of that magnitude of data. This is where the concept of synthetic data[2] comes into play. Synthetic data is not real, but boasts many characteristics of real data, and the latter can sometimes become indistinguishable from the former. This data can be put to good use, such as training our ensemble classifiers, so that we can get even better results. That is what this paper aims to illustrate. I’m using random-forest ensemble classifier for classifying MNIST handwritten digits dataset, and the Generative Adversarial Network (GAN) for generating the said synthetic data.

Published by: Ashutosh Mahesh Pednekar

Author: Ashutosh Mahesh Pednekar

Paper ID: V4I4-1165

Paper Status: published

Published: July 3, 2018

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Research Paper

Study of E-banking services provided by urban co-operative banks and E-banking habits of customers in Thane district

This research aims to examine the various e-banking services provide by UBC and e-banking habits of UCB customers in Thane District. In India, the banking business is not far too much from global development in terms of its traditional funding and the conduct of banking operation, however, it becomes a kind of scientific banks that have always received international reputation and prizes. It has been identified that UCB with its e-banking is the largest bank with the greatest share of the market in the Thane District.

Published by: Sachin Dnyaneshwar Lokhande

Author: Sachin Dnyaneshwar Lokhande

Paper ID: V4I4-1151

Paper Status: published

Published: July 3, 2018

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Research Paper

Implementation of femtocell in cellular phones

In rural areas it makes difficult to provide proper coverage to every subscriber. Consequently loss of signal happens and signal strength decreases. This decreases the quality of voice and video communication and slows down high speed services. As a remedy femtocell came into the picture. In this paper, we have emphasized on the advantages of femtocell, its working principal and various technical and commercial aspects.

Published by: Ashishkumar Saiwal, Digvijay Mhasaye, Nishi Tiku

Author: Ashishkumar Saiwal

Paper ID: V4I4-1170

Paper Status: published

Published: July 3, 2018

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Research Paper

Disease impact of congenital heart disease- parents vs. children perspective

The paper analyses the Disease impact on patients as well as their parents, with congenital heart diseases. The aim of the study is to analyze the perspective of adolescents and their parents on perception about the disease. The study was initiated to compare the attitude of parents and children (age 13-18 years), who can lead a normal life after corrective surgery/treatment. Methods: The data was collected from two reputed hospitals of Delhi, having pediatric cardiology department running for almost more than 10 years. A Questionnaire from PCQLI was used to collect data, with their permission. The questionnaire is already valid and reliable. A study was conducted, with permission from hospital authorities. A sample of around 30 patients (Parents /Children) were collected to study the quality of life aspect using various Disease impact parameters. An independent sample t-test was applied to compare the perspective of two groups. Findings: The result was analyzed between the perspective difference between parents and children population on the Disease impact aspect. The data showed some variables reflect a significant difference between parents and children but some variables do not reflect any difference. Recommendation: The findings from the study indicate a need to peep into Disease impact aspect and would help the treatment provider to better treatment methods of patients with congenital heart disease so that they can be helped to better manage their health perspective in future.

Published by: Pratibha Verma Bagga, Dr. Priyanka Srivastava

Author: Pratibha Verma Bagga

Paper ID: V4I4-1169

Paper Status: published

Published: July 3, 2018

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Research Paper

Effect of variable process parameter of MIG welding on aluminium alloy 6061-T6

The increasing use of aluminum alloys (6061-T6) in shipbuilding, aeronautics, marine frames, railway vehicles, bridges, offshore structure topsides, and automobile industry relevance due to its light weight and high strength to weight ratio. The present investigation is designed to study the effect of various process parameters (welding current, voltage, and angle of the torch.) in metal inert gas (MIG) welding processes on a bead on the plate of aluminum alloy 6061-T6. In this alloy, the weld fusion zone has coarse columnar grains because of the unequal heat distribution during weld metal solidification. Electrode material has selected for MIG welding as ER4043. Taguchi’s optimization technique and orthogonal array matrix were used to optimize and selection of the process parameters for better results.

Published by: Abhimanyu Patel, Dr. Bikas Prasad, Dhananjay Kumar Singh

Author: Abhimanyu Patel

Paper ID: V4I4-1162

Paper Status: published

Published: July 3, 2018

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Research Paper

Real time vehicle monitoring

The paper has an monitoring the vehicle through GPS. It is the combination of electronic devices and in a vehicle and computer software. The main purpose of the paper is to design and developed to construct a handheld wireless device to monitor vehicles through GPS tracking through the internet. It has the Global Positioning System(GPS), Global System for Mobile Communication(GSM) it is controlled by ARM7 LPC2148, and General Packet Radio Service(GPRS) to visible current Location. The modern vehicle tracking uses the GPS or Global Navigation Satellite System (GLONASS) for locating the vehicle.

Published by: Saikiran Adep, Gaurav Devani

Author: Saikiran Adep

Paper ID: V4I4-1147

Paper Status: published

Published: July 2, 2018

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