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Research Paper

House Price Prediction using Machine Learning

Machine learning plays a major role in past years in image detection, spam reorganization, normal speech command, product recommendation, and medical diagnosis. Present machine learning algorithm helps in enhancing security alerts, ensuring public safety, and improve medical enhancements. Machine learning system also provides better customer service and safer automobile systems. Designing an effective machine learning model for the prediction of regression and classification problems is a tedious endeavor. Significant time and expertise are needed to customize the model for a specific problem. A significant way to reduce the complicated design is by using Automated Machine Learning (AML) that can intelligently optimize the best pipeline suitable for a problem or dataset. This study utilizes machine learning algorithms as a research method that develops housing price-prediction models. In that point, a housing cost prediction model to support a house vendor or a real estate agent for better information based on the valuation of the house is recommended.

Published by: Mayur Manohar Patil, Bhushan Ramkrushna Upasani, Anup Sanjay Patil, Janhavi Kailas Chaudhari, Priti R. Sharma

Author: Mayur Manohar Patil

Paper ID: V7I4-1498

Paper Status: published

Published: July 24, 2021

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Research Paper

Campus Buddy

Every institute needs a place where everyone of their institute can communicate with each other so that while sharing some important information/data no one should be left behind. Thus, Making a web application and stand-alone application which can be used by every member of that education institute to get updated about institute activity and can share his/her opinion if required. Thus, binding everyone under one platform gives institute more boost and coordination among its members. Our Automation is accomplished through the medium of a Website and smart phone application. The front end of this system is built with Bootstrap. Bootstrap is the most popular HTML, CSS and JS framework which scales the website and application with a single code base, from phones to tablets to desktops with CSS media queries. The back end of this system is built with firebase. Fast, flexible and pragmatic, JAVA SCRIPT is a server scripting language that empowers some of the most popular websites. FIREBASE is the most popular database system used with JavaScript for storing information categorically. The whole project is also featured with the firebase services such as authentication, database, storage, hosting , messaging, etc.

Published by: Biswajit Sahoo, Bhagat Singh, Mishra Anupam Mukundkumar, Atul Singh, Abhijit Das

Author: Biswajit Sahoo

Paper ID: V7I4-1506

Paper Status: published

Published: July 24, 2021

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Research Paper

Design and fabrication of jig for angular drilling

In drilling process the tool and work piece both are perpendicular to each other means the drilling axis parallel and horizontal to machine axis, but in Vertical machine centre (VMC) the radial and angular drilling is easy task but in small machine shop and workshop we can not afford the VMC machines. For that we are trying to design and fabrication a fixture for angular drilling. This proposed method has to design and fabricate the Multipurpose Jig and Fixture, for that component Which has been to reduce the manufacturing cycle time

Published by: Atharv Ajay Chikurdekar, Swaraj Suraj Pawar, Yash Sanjay Khulkarni, Shubham Dattatraya Mali, Kalyani Sudhir Kulkarni

Author: Atharv Ajay Chikurdekar

Paper ID: V7I4-1348

Paper Status: published

Published: July 23, 2021

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Review Paper

Analysis of bank telemarketing data using Microsoft Azure machine learning

predict customers' responses to future marketing campaigns & increase the effectiveness of the bank's telemarketing campaign Here in this paper we will empower the bank to foster a more granular comprehension of its client base, foresee clients' reaction to its selling crusade and build up an objective client profile for future advertising plans. By investigating client highlights, like socioeconomics and exchange history, the bank will actually want to anticipate client saving practices and recognize which sort of clients is bound to set aside term installments. The bank would then be able to zero in its promoting endeavors on those clients. This won't just permit the bank to get stores all the more successfully yet in addition increment consumer loyalty by decreasing unwanted ads for specific clients.

Published by: Jaswanth Kankanala, Sravya Sri V., Venkatesh narahari

Author: Jaswanth Kankanala

Paper ID: V7I4-1484

Paper Status: published

Published: July 23, 2021

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Review Paper

What happens in the top athletes mind? a review study

During the last decades by the inception of Neuroscience and increasing experimental researches on catecholamine neurotransmission, the importance of Dopamine has been raised more than past. Dopamine is a crucial neurotransmitter with precursors (biosynthesis) –tyrosine, L-DOPA that is implicated in many neuropsychological disorders. Dopamine functions are also has engaged in body movement and as well it has a role in eye movements. Dopamine also has a role in cognitive and enhances visuomotor tasks such as playing baseball games via training by strobospectacle. Therefore, in this article, we explain its role and its architecture (i.e. receptors, basal ganglia, and striatum and their pathways). , and its role in influencing saccade and pursuit eye movements. Finally, we try to answer the main question how do strobotraining affect brain dopamine levels and coordination of athletes' movements?

Published by: Sayed Abulqasem Baqeri, Parastou Kordestani-Moghadam, Henk Koppelaar, Abbas Ali Ramuzi, Gijs Segers, Sayed Mohammad Baqeri

Author: Sayed Abulqasem Baqeri

Paper ID: V7I4-1438

Paper Status: published

Published: July 23, 2021

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Research Paper

Fabrication of flexography machine with heterogeneous operating modes

A commercial enterprise is important in an Indian financial system, it should give quality products to the consumers with cost-effectiveness. Now a day’s print-on-demand is playing a prominent role within the print industry. Cost per copy is high for printing short-run jobs in conventional flexo printing machines, which are largely supported design and construction, and these are best suitable for production. to beat these problems, fabricating one color mini flexo machine which may be a manual machine, no power supply is given to run the unit of measurement and with fewer sub-systems (Unwinder, unit of measurement, drying unit, and Rewinder). As flexographic inks are liquid inks that need a dryer to calm down the ink permanently on the substrate, so using Two twenty V A.C supplies for the drying unit alone. Therefore cost are going to be reduced for printed electronics, print-on-demand purposes.

Published by: B. N. Durga, D. Sowjanya, R. Abitha, N. Alagu Sundari, R. Viveka

Author: B. N. Durga

Paper ID: V7I4-1465

Paper Status: published

Published: July 23, 2021

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