House price prediction using various machine learning algorithms
House price increases gradually, that is why there is a need to create such a system for prediction of house prices. This prediction will help developers knowing the selling price of a house. It will also assist customers to know about which is the perfect time to buy a flat. In this paper, we are going to predict the selling price of various houses. Selling prices are determined by various factors such as the location of the house, area of the property, the inflation rate of the current year, Apartment type, month and year of which we want to know the particular price. We are implementing various machine learning algorithms for building a predictive model for houses. We have considered housing data of 2000 properties. In this paper, We will be comparing the algorithms on the basis of parameters such as MAE, RMSE, MSE, accuracy.
Published by: Parth Ambalkar, Akash Mane, Tanmay Maity
Author: Parth Ambalkar
Paper ID: V5I4-1321
Paper Status: published
Published: August 16, 2019
Experimental study on characteristics of bitumen mixed with plastic waste and natural fiber
Disposal of waste materials together with waste plastic baggage has become a significant drawback and waste plastics area unit burnt for apparent disposal that causes environmental pollution In the present experimental investigation, attempts are made to study on the various properties like penetration test, ductility test, softening point test, specific gravity test, viscosity test, flash and fire point test, Experiments were conducted for both Ordinary bitumen and waste polythene bitumen with different percentages of waste polythene. It was observed that variation of stability with waste plastic more stability show from 5% bitumen sample with 8%plastic added value 1972 (Kg). Show that increasing bitumen percentage and plastic with decreasing the stability of the bitumen mix. The lower value of stability is 1508kg obtained from 6.5% bitumen with 12% plastic. Also clear that the flow value of bitumen with the addition of plastic is a higher value obtained from mix M4 at 5% of bitumen, and 8% plastic. It is clear that increasing the percentage of bitumen and with increasing of waste plastic than decreasing flow value of bitumen compare with mix 8% plastic and 5% bitumen respectively.
Published by: Yashpal Kaurav, Ram Bharosh
Author: Yashpal Kaurav
Paper ID: V5I4-1311
Paper Status: published
Published: August 16, 2019
Analysis of RCC sloped building under seismic load: A brief survey
Mostly hilly regions of India are highly seismic. Sloped Buildings have differed in different ways from other buildings. Buildings built in hilly areas are much more vulnerable to the seismic environment. The various floors of sloped building steps back towards the hill slope and at the same time buildings may have setbacks also. Analysis of such buildings is somewhat different than the buildings on the leveled ground since the column of such building rests at different levels on the slope. In the present study, the analysis of G+3 and G+4 buildings on varying slope angles i.e. 00, 7.500, 15.00, 22.500 and 30.00 has been conducted. Both types of building configurations i.e, step back and step back setback has been considered. The seismic forces are considered as per IS: 1893‐2002
Published by: Jyoti Sahu
Author: Jyoti Sahu
Paper ID: V5I4-1327
Paper Status: published
Published: August 14, 2019
Life expectancy of structural component
Continuously monitoring the actual load acting on the components in real-time leads to the determination of the actual range of loads acting on that components in that particular environment, based on which the component can be designed on both materials and structurally for that concern environment which leads to avoiding overestimation of loads and additional weight built up. This project concentrates on determining the life expectancy of the strut in shock absorber by placing a piezoelectric sensor in the strut of the vehicle and the real-time loads acting on the vehicle is obtained with ARDUINO UNO microprocessor board and is connected to the Display/computer unit to save the load value with respect to time and creation of structural component done by using design software CREO, now the values are imported to Ansys workbench for fatigue analysis to calculate the life of the shock absorber. In this project also depends on not only the life, but it also includes the stress, stress, total deformation for on-road condition
Published by: Gopinath
Author: Gopinath
Paper ID: V5I4-1323
Paper Status: published
Published: August 14, 2019
Bridging income inequalities
Distribution of wealth has been among one of the most controversial debates in recent times. When the rate of return on capital exceeds the rate of growth of output and income (as in the 19th century and seems to be the case in the 21st century), Capitalism leads us in a direction that sabotages the very basic values upon which our democracies are based. Drawing inspiration from Capital in the Twenty-First Century by Thomas Piketty, this paper plans to offer some insights and policy-based solutions that could bring about a shift in income and wealth towards less inequality. The paper also keeps a note of the role of technological advancements and the increase of wealth. These policies need to be implemented on a national level to bring about a genuine shift in the distribution of income. The implementation of these policies is as critical as the ideation and formulation.
Published by: Mudit Garg
Author: Mudit Garg
Paper ID: V5I4-1328
Paper Status: published
Published: August 14, 2019
Maths formula on consecutive numbers
This paper is about a formula that provides the relation among any three consecutive numbers. This formula also helps to find the square of any integer easily.
Published by: Balaji
Author: Balaji
Paper ID: V5I4-1325
Paper Status: published
Published: August 14, 2019
