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Absolute study on support vector machine ensemble support vector machine, back propagation neural network and K nearest neighbor algorithms and its features

In this, I have present t a brief introduction to SVM and discuss SVM properties. In the beginning, I try to define SVM and try to identify as to why SVM with a brief overview of SVM model. The applications of SVM are presented, and for implementation, SVM is analyzed using the algorithm. ESVM areas are included. Support Vector Machines (SVMs) are competing with Neural Networks as tools for solving pattern recognition problems. I have additionally added the BPNN and KNN features.I assume this paper really examined and also understand the working of Backpropagation neural networks and have some background information of K-Nearest Neighbor Algorithm. Finally, some conclusions on SVM are added.

Published by: A. Mythili, Dr. S. K. Mahendran

Author: A. Mythili

Paper ID: V4I2-2037

Paper Status: published

Published: April 23, 2018

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Research Paper

Canteen management system using the E-wallet

During breaks, there is a huge crowd in the college canteen. Starting from the queue at the coupon counter to the serving counter a lot of time is spent waiting due to which the students and faculty get late for their lectures. Both students and faculty, often wish to have a way to considerably reduce or get rid of this waiting time. One solution to this problem is to have a system by which once the order gets placed it is directly displayed on a monitor in the kitchen. This would avoid the time wasted at the serving counter when a server takes time to deliver previous orders before taking a new coupon and placing it in the kitchen. Also one can have a facility for placing orders in advance so that his/her order is kept ready just for the particular time he/she chooses. The time spent over tendering change can also be reduced by facilitating payments via e-wallet.

Published by: Akash Katkar, Kalpesh Juvekar, Nitin Rohira, Smita Jangale

Author: Akash Katkar

Paper ID: V4I2-2065

Paper Status: published

Published: April 23, 2018

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Research Paper

A highly efficient SMPS led driver for lighting applications

This paper proposes an efficient LED Driver for lighting applications. This LED Driver uses TOP256YN Controller which is having an inbuilt controller along with the switch. The Driver is having least number of components so as the losses and compact in size help to cut its cost and improves the efficiency. The simulation is carried out using PSIM software.

Published by: Geeta B. Bapodara, M. V. Makawana, S. H. Trivedi

Author: Geeta B. Bapodara

Paper ID: V4I2-2072

Paper Status: published

Published: April 23, 2018

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Research Paper

Design and fabrication of the digital mileage calculator

Today in this digitized world, if the fuel indicator in the automobiles is also made digital it will help to know the exact amount of fuel available in the fuel tank. The above-furnished fact is considered in my project and I found out a proper solution for indicating the exact availability of fuel in the tank digitally. Here, I am indicating the amount of fuel in the tank in liters. This value in liters will be in numerical digits (ex: 1.2, 1.3, 1.4). This project mainly concentrates on the indication of fuel level in two-wheeler tanks. Various other features like the distance can be traveled to the corresponding fuel, is added to this arrangement which will explain the clear performance of the vehicle to the corresponding fuel.

Published by: Praveen Kumar Sahu

Author: Praveen Kumar Sahu

Paper ID: V4I2-2076

Paper Status: published

Published: April 23, 2018

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Research Paper

A study on N-policy FM/FG/1 vacation queuing system with server timeout in triangular, trapezoidal and pentagon fuzzy numbers using α-cuts

This paper studied and investigated about the N-policy queueing system with server timeout, using Triangular Trapezoidal and Pentagon Fuzzy numbers with the application of fuzzy set. We consider single server vacation queueing system that operates in the following manner; when the system is empty, the server waits for fixed time c. At this time if n-customers are waiting in the queue then server return to the system and do the service. At the expiration of the time, if no customer arrives server goes on vacation. Similarly in vacation also if n-customers are waiting in queue serve return to the system and commence service exhaustively. By the approach of DSW algorithm, we develop the membership function of the system performance are of fuzzy nature. Based on the α-cut approach the fuzzy queues are reduced to a family of a crisp set. The numerical examples are also studied in this model.

Published by: Y. Saritha, K. Satish Kumar, K. Chandan, G. Sridhar

Author: Y. Saritha

Paper ID: V4I2-2085

Paper Status: published

Published: April 23, 2018

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Research Paper

Comparative study of the immediate effect of muscle energy technique and active dynamic stretching on hamstring flexibility in healthy females adults of age

Flexibility is an integral part of optimal musculoskeletal characteristics. The tightness of hamstring muscles is one of the main factors hindering performance in daily activities. Reduction in the flexibility of the hamstrings has been reported to increase the risk of damage to the musculoskeletal system. The flexibility of the hamstring is important for general health and physical fitness. The hamstring muscle is found to be the most prevalent for the tightness in the body. The tightness of these muscles produces decrease range of motion and reduced flexibility of the pelvis, hip, and knee joints. Reduced hamstring muscle flexibility has been implicated in lumbar spine dysfunction and showing a strong positive correlation between decreased hamstring flexibility and low back pain. Hamstring flexibility plays an important role in lower extremity injury. A hamstring is a group of muscles including semitendinosus, semimembranosus, biceps femoris, and its functions as a flexor of knee and joint extensor of the hip joint.

Published by: Mohini Dixit, Subrat Samal

Author: Mohini Dixit

Paper ID: V4I2-2095

Paper Status: published

Published: April 23, 2018

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