Virtual doctor
The healthcare environment is still ‘information rich’ But ‘knowledge poor’. There is a wealth of data available within the health care systems. However, there is a lack of effective analysis tools to discover hidden relationships in data. The aim of this work is to design a GUI based Interface to enter the patient symptoms and predict which disease the patient is having using various machine learning algorithms. The prediction is performed from mining the patient’s symptom data or data repository. This paper has analyzed prediction systems for disease using more number of input attributes. The system uses medical terms such as fever, pain, cholesterol-like attributes to predict the likelihood of a patient getting a particular disease. Until now, over 100 attributes are used for prediction. The data mining classification techniques, namely Decision Trees, Naive Bayes, and Random Forest are analyzed on disease database. The performance of these techniques is compared, based on accuracy.
Published by: Divyansh Tiwari, Arpit Kumar, Ayush Tripathi
Author: Divyansh Tiwari
Paper ID: V5I2-2105
Paper Status: published
Published: May 1, 2019
Virtual question answering
Question Answering (QA) system in information retrieval is a task of automatically answering a correct answer to the questions asked by the human in natural language using either a pre-structured database or a collection of natural language documents. It presents only the requested information instead of searching full documents like a search engine. As information in the day to day life is increasing, so to retrieve the exact fragment of information even for a simple query requires large and expensive resources. This is the paper which describes the different methodology and implementation details of question answering system for general language and also proposes the closed domain QA System for handling documents related to education acts sections to retrieve more precise answers using NLP techniques
Published by: Manda Swapna Reddy
Author: Manda Swapna Reddy
Paper ID: V5I2-1833
Paper Status: published
Published: May 1, 2019
Our education system-Need of the hour is to Revamp
Students are the precious resources but without the commitment from the faculty members, nothing can be done. The academic programs in India are not consonance with the educational system of the western countries So the need of the hour is our curriculum must be reframed to suit the needs of the generation. This paper talks about the current education system of India and a need to change it.
Published by: Dr. A. Peer Khan
Author: Dr. A. Peer Khan
Paper ID: V5I2-2171
Paper Status: published
Published: April 30, 2019
Lungs pattern classification for cancer detection
In this day and age ,picture handling system is all around wildly utilized in a few therapeutic fields for picture improvement which helps in early recognition and investigation of the treatment stages ,time factor additionally assumes a very pivtol job in finding the variation from the norm in the objective pictures likelung malignancy ,bosom disease and so forth this examination focusses upon picture quality and precision.picture quality evaluation just as progress are reliant upon upgrade organize where low pre-preparing methods are utilized dependent on gabor channel inside Gaussian standards; from that point the division standards are connected over the improved locale of the picture and the contribution for highlight extraction is acquired, further contingent on the general highlights, a typicality correlation is made .in the accompanying exploration the essential recognized highlights for exact picture examination are pixel rate and veiling naming. In this review, we have implemented a dependent system of counterfeit neural systems, which is more elegant than other current characterizations
Published by: Sushil Kumar, Suraj kumar, Najaf Haider, Ankit Kumar, D. Saranya
Author: Sushil Kumar
Paper ID: V5I2-2155
Paper Status: published
Published: April 30, 2019
Use of waste plastic and crumb rubber in construction of flexible pavement
Generation of plastic waste and rubber waste is increasing day by day and the necessity to dispose of this waste in a proper way is arising. Nowadays pavements are subjected to various kinds of loading which affects the pavement performance condition that causes various distresses. Use of plastic and rubber in pavement design as an innovative technology not only strengthened the road construction but also increase the road life. In this study, different tests were conducted on aggregates, bitumen, and bituminous mixes. The effect of the addition of waste polyethylene in the form of locally available carry bags had been checked on aggregates as well as on bitumen. As per visual inspection, 5%, 7.5% and 10% plastic coating was made on aggregates and sample were checked for crushing, impact and abrasion values. Effect of addition of waste plastic and crumb rubber on bitumen had been studied by varying concentrations of polyethylene from 0% to 15% i.e. 0%, 5%, 7.5%, 10%, 12.5% and 15% in bitumen. Various tests such as penetration, ductility, softening point, flash and fire point, viscosity and loss on heating were performed on the samples. The optimum percentage was taken from these tests which had shown satisfactory results for all the tests performed. Later, that optimum percentage value was used for preparing bituminous mixes for testing pavement properties such as Marshall Stability, compressive strength, and indirect tensile strength. As per the test results, about 10% plastic waste with crumb rubber replacement in bitumen shows better results than conventional bitumen as well as 10% plastic coating to aggregates also improve the load-bearing capacity. The strength is found to be increased by 62% as compared to conventional mixes. By using plastic waste in flexible pavement design, the problem of plastic and waste rubber disposal gets solved as well as the performance of roads gets improved. Investigations can also be made on using other grades of bitumen and other substituents. Generation of plastic waste and rubber waste is increasing day by day and the necessity to dispose of this waste in a proper way is arising. Nowadays pavements are subjected to various kinds of loading which affects the pavement performance condition that causes various distresses. Use of plastic and rubber in pavement design as an innovative technology not only strengthened the road construction but also increase the road life. In this study, different tests were conducted on aggregates, bitumen, and bituminous mixes. The effect of the addition of waste polyethylene in the form of locally available carry bags had been checked on aggregates as well as on bitumen. As per visual inspection, 5%, 7.5% and 10% plastic coating was made on aggregates and sample were checked for crushing, impact and abrasion values. Effect of addition of waste plastic and crumb rubber on bitumen had been studied by varying concentrations of polyethylene from 0% to 15% i.e. 0%, 5%, 7.5%, 10%, 12.5% and 15% in bitumen. Various tests such as penetration, ductility, softening point, flash and fire point, viscosity and loss on heating were performed on the samples. The optimum percentage was taken from these tests which had shown satisfactory results for all the tests performed. Later, that optimum percentage value was used for preparing bituminous mixes for testing pavement properties such as Marshall Stability, compressive strength, and indirect tensile strength. As per the test results, about 10% plastic waste with crumb rubber replacement in bitumen shows better results than conventional bitumen as well as 10% plastic coating to aggregates also improve the load-bearing capacity. The strength is found to be increased by 62% as compared to conventional mixes. By using plastic waste in flexible pavement design, the problem of plastic and waste rubber disposal gets solved as well as performance of roads gets improved. Investigations can also be made on using other grades of bitumen and other substituents.
Published by: Bhadane Rupesh Umrao
Author: Bhadane Rupesh Umrao
Paper ID: V5I2-2099
Paper Status: published
Published: April 30, 2019
Hand gesture to audio based communication system for blind people
The sensible adaption of interface solutions for visually impaired and blind folks is proscribed by simplicity and usefulness in practical situations. totally different solutions focus upon speech or keyboard interfaces, that don't seem to be economical or clear in every-day environments. As a straightforward and sensible thanks to bringing home the bacon human-computer- interaction, during this paper hand gesture recognition was accustomed to facilitate the reduction of hardware parts. in addition, a qualitative user study was performed to match the learning curves of various subjects with and while not previous data of gesture recognition devices, decoding the readings from a sensitive surface by machine learning algorithms. The user study was created victimization well-known machine learning algorithms applied to recognize symbols from the graffiti handwriting system and therefore the woodhen data processing computer code for scrutiny individual machine learning approaches.
Published by: Teja Priya, Pulla Chanukah, D. Vanusha
Author: Teja Priya
Paper ID: V5I2-2165
Paper Status: published
Published: April 30, 2019
