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Recent Papers

Comparing Three Neural Network Techniques in the Classification of Breast Cancer

Breast cancer is becoming common disease in women nowadays. Breast cancer is nothing but mass or group of uncontrollable growth of cells in body is called tumor. Benign is an initial stage of cancer and malignant is last stage of the cancer, these two are the stages of breast cancer. A man can survive or rate of survival is more in benign stage by taking a very good treatment by radiologist where as in malignant stage a man cannot survive directly it leads to death. Neural network is powerful classifier. Before classifying the neural network is to be trained by collecting the data or images from different datasets. After training the large dataset test the new data sample or breast image by extracting the new features from new image and then classifying the image into cancerous or non-cancerous. Finally, the results are compared with three neural network 1) Radial basis function 2) Feed forward neural network and 3) Back propagation neural network. Accuracy is calculated 95% of RBF, 96% of FFNN and 100% of BPNN.

Published by: Smitha Hallad, Prof. Roopa Hubballi

Author: Smitha Hallad

Paper ID: V3I4-1196

Paper Status: published

Published: July 19, 2017

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An Interactive Interface for Natural Language Query Processing to Database Using Semantic Grammar

Above and beyond the years field of natural language query processing (NLQP) has seen humangous changes in research as well as methodology. Trending issue within the database management is to provide a high level interface for layman. Major source of data which is generated in many organizations and companies are stored in database which plays important role in IT field. To access these data one need to know SQL language but since layman doesn’t have any knowledge about formal language i.e. SQL a proper interface is required. So an interface for NLQP to database by using semantic grammar deals with design and developing a system which understand the natural language like English and convert English language to SQL queries. So this paper presents thee insight of NLQP system on how to enable communication between human and computers without memorization of complex commands and procedures and also NLQP system is able to intelligently process the user request in reasonable human useable format.

Published by: Soumya M. D, B. A Patil

Author: Soumya M. D

Paper ID: V3I4-1194

Paper Status: published

Published: July 19, 2017

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Performance Evaluation of Various Routing Protocols of Mobile Ad Hoc Networks

Mobile ad-hoc wi-fi networks hold the promise of the destiny, with the potential to line up networks at anytime, anywhere. Mobile unplanned networks (MANETs) unit of measurement assortment of mobile nodes, dynamically forming a transient network whereas not pre-present community infrastructure or centralized administration. lately a whole heap of study efforts consciousness on Mobile Ad-hoc networks. Routing protocol performs a significant perform if hosts want to change packets that can not be ready to speak directly. All nodes unit of measurement cellular and will be coupled dynamically in Associate in Nursing impulsive manner. All nodes of those networks behave as routers and participate in discovery and maintenance of routes to totally different nodes among the community. This state of affairs becomes further difficult if further nodes unit of measurement brought among the community. Associate in Nursing Ad-Hoc routing protocol got to be able to decide the superb direction among the nodes, decrease the knowledge live overhead to switch right routing, trim the time required to converge once the topology changes.

Published by: Sheetal Kadyan, Gopal Singh

Author: Sheetal Kadyan

Paper ID: V3I4-1181

Paper Status: published

Published: July 19, 2017

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Intersection Movement Assistance for Vehicles

Connected vehicle, wireless communication technology is expeditiously evolving in recent years, and host vehicle (HV) can transmit or receive the basic safety message (BSM) from the remote vehicles (RVs). A collision warning predicted that provides connected automated vehicle and alert driver when time to collision (TTC) is within specified bound. Then, distance is calculated by using Haversine formula, and the error statistics of the estimation of latitude and longitude are analysed and alert the driver. Vehicle collision can be detected in real time and the vehicle can prevent the potential conflict accordingly by using this information provided by BSMs. The goal of Intersection Movement Assistance (IMA) is to develop a vehicular communication system to alert the driver from potential collision at intersection based on the Basic Safety Message (BSM) from the neighbouring vehicles in V2V environment.

Published by: Manoj Pai, Uma Mudenagudi, Gourav Sharma

Author: Manoj Pai

Paper ID: V3I4-1190

Paper Status: published

Published: July 18, 2017

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Energy Preservation through Rest Planning Algorithm for Wireless Sensor Networks

Wireless Sensor Networks applications often need to be changed after deployment for a variety of reasons. Reconfiguring a set of parameters and patching security holes and modifying tasks of individual nodes. Wireless reprogramming is a crucial technique to address such challenges. Code Dissemination is a basic building block to enable wireless reprogramming. We present a link quality aware Sleep Scheduling Algorithm leveraging the 1-hop link quality information. It has following salient features compared to prior works. First it supports dynamically configurable packet sizes. Second it employs an accurate sender selection procedure to mitigate transmission collisions and transmission over poor links. Third it conserves energy and also takes short completion time.

Published by: Vinayak S. Korishettar, Manisha Tapale

Author: Vinayak S. Korishettar

Paper ID: V3I4-1189

Paper Status: published

Published: July 18, 2017

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Modified Load Balancing Technique to Improve Performance of MANETs

Mobile Ad-Hoc Networks are autonomous and decentralized wireless frameworks. MANETs include mobile nodes that are allowed to move in the network. The load balancing is one of the fields in mobile ad hoc networks that need to be focused upon to improve the performance of the network. If the same path is over utilized for a period, its bandwidth can get used or the energy of the nodes might be drained. This would result in the loss of the data, if data transmission is continued over the same path. This paper takes load balancing of the network into consideration. The load has been monitored by taking into consideration the available bandwidth and packet delivery ratio of the current path, which is being used for data transmission. If the load exceeds the new path is used for packets transmission. The performance of the network was analyzed based on four parameters namely packet delivery ratio, throughput, routing overhead and remaining energy in the network.

Published by: Harpreet Rupra, Rasbir Singh

Author: Harpreet Rupra

Paper ID: V3I4-1188

Paper Status: published

Published: July 18, 2017

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