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Research Paper

Billboards prediction using listeners’ perspective and audio features from top music platforms

Music​has been a form of entertainment for many years. The music industry is constantly putting forth the effort to improve the quality of our music. It would be an interesting exercise to predict that the song makes it into top charts from a mathematical perspective. The proposed model in this paper predicts the success of a song based on its audio features and listeners' perspective factors that will be of great help to music producers. Violating the features of the song to predict whether the song will be hit before it is released can greatly help producers to increase their profits and reduce the risks they take in​producing songs. The audio features can be processed using machine learning algorithms like Logistic Regression, Support Vector Machines, Random Forest, Naive Bayes Classifier and patterns may be identified in the processed data, which can finally be combined with listeners' perspective features to effectively predict hit songs.

Published by: Rishikesh Shinde, Abhishek Thorgule, Ashutosh Zaware, Rushikesh Bhujang, Deepali Londhe

Author: Rishikesh Shinde

Paper ID: V7I2-1499

Paper Status: published

Published: April 26, 2021

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Research Paper

Peak-to-average power ratio and bit error reduction in OFDM system

Wireless communication is one of the significant features of modern communication systems. In next-generation wireless communication, orthogonal frequency division multiplexing (OFDM) is one of the most commonly used radio access schemes because of its low symbol rate and affinity to different transmission bandwidth arrangements. This system we are currently using as a radio access technique in the latest cellular communication system as long-term evaluation (LTE)in the 3 GPP (3rd Generation Partnership Project) wireless communication. Nevertheless, the peak-to-average power ratio of the OFDM signal is a significant drawback as it restricts the efficiency of the transmitter. high peak-to-average power ratio (PAPR) is the major drawback in the OFDM systems it causes a nonlinear distortion in transmitted OFDM signal when it travels through a nonlinear amplifier. In this paper, we are discussing problems in the OFDM system i.e. Peak to Average Power Ratio also called PAPR. It affects the performance and efficiency of power amplifiers, Different algorithms have been developed to overcome PAPR viz. clipping, SLM (Selective Mapping), PTS (Partial Transmit Sequence), and the overall analysis of different techniques.

Published by: Jyoti Hase, Sunil Gagare

Author: Jyoti Hase

Paper ID: V7I2-1344

Paper Status: published

Published: April 26, 2021

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Research Paper

Effects of fly ash on the properties of self-compacting concrete

Worldwide, Concrete is one of the most popular construction materials, because its raw material can be easily available at different places around the world. These facts have not only led to many inventions in the field of concrete but have also led to many studies in order to improve its quality, reducing the cost of implementation, and make the concrete friendly with the environment. The problem with the accepted compaction of concrete and durability are the main subjects under consideration. To achieve both of these skilled labor and advances equipment are required. currently, It seems to be the lack of the numbers of skilled workers for the construction industry is the main reason for a decrease in the quality of construction work. One solution for the achievement of durable concrete structures is the use of self-compacting concrete, which can be compacted into every corner of a formwork, completely by means of its own weight and without the need for vibrating compaction. This means that it can be gained sustainable concrete structures and acceptable compaction by using the minimum number of workers and equipment. Moreover, the use of SCC is also implemented to provide economic, social, and environmental benefits over conventional vibrated concrete construction. Fly ash is the mineral admixtures means pozzolanic material. Pozzolanic materials are siliceous or siliceous and aluminous material, chemically reacts with calcium hydroxide liberated on hydration process at ordinary temperature to form compounds possessing cementitious properties. Fly ash is the most widely used pozzolanic material all over the world. Fly ash is a finely divided residue resulting from the combustion of powdered coal. The new Indian Standard on concrete mix proportions (IS 10262-2009) is already incorporated fly ash as supplementary material to cement, by replacing cement with a material of pozzolanic characteristics such as fly ash. It is used to partially replace Portland cement up to 60% by mass. Fly ash is waste from generated power plants. One of the practical solutions to economize cement is to replace cement with supplementary cementitious materials like fly ash. The use of fly ash as concrete admixtures not only extends technical advantages to the properties of concrete but also contributes to environmental pollution control. India is a resourceful country for fly ash generation with an annual output of over 110 million tonnes, but utilization is still below 20% in spite of the quantum jump in the last 3-4 years.

Published by: Ankit Rameshrao Ghodile, Mayur Banarase

Author: Ankit Rameshrao Ghodile

Paper ID: V7I2-1348

Paper Status: published

Published: April 26, 2021

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Research Paper

Modeling, assembly, and static structural analysis of a cotter joint

The objective of this project is the calculation of dimensions, modeling, Assembly, and Static Structural analysis of the cotter joint. A theoretical method is used here to calculate the dimensions. The modeling and Assembly are done in Catia V5R20 and Static Structural analysis in Ansys 2020R1. While doing the static structural analysis more focus is given on generating the most efficient mesh and the comparison of results with respect to four different types of mesh is done. Here the parameters evaluated and compared are Equivalent (Von-Mises) Stress, Shear Stress, and Total Deformation. The analysis of the cotter joint is done for the tensile loading with one end kept as fixed support.

Published by: Ruturaj D. Bhosale

Author: Ruturaj D. Bhosale

Paper ID: V7I2-1409

Paper Status: published

Published: April 26, 2021

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Research Paper

Strategies to improve classroom discussions

Classroom participation by students is very important for learning effectiveness. However, the participation of all students in classroom discussions is not always there. This can be attributed to several factors. The factors are both individual and contextual. This paper discusses the reasons for poor classroom participation and discusses strategies to improve classroom discussion, which ultimately leads to effective learning and development of confidence and communication skills in students and helps to have meaningful and interesting classes. This paper also discusses the pitfalls that need to be taken care of by the instructor.

Published by: Dr. Saba Fatma

Author: Dr. Saba Fatma

Paper ID: V7I2-1503

Paper Status: published

Published: April 26, 2021

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Review Paper

Effectiveness of information, education and communication package in terms of knowledge regarding management of selected side effects of chemotherapy among patients with cancer undergoing chemotherapy

A quasi-experimental research design was adopted to evaluate the effectiveness of the Information, Education, and Communication Package in terms of knowledge regarding management of selected side effects of chemotherapy were selected through a convenient sampling technique. The mean post-test score of knowledge among the experimental group was 19.81 (±2.46), whereas in the control group it was 13.53 (±3.66) that there was a significant difference (P<0.05) between pre and post the score.

Published by: Rusha B.

Author: Rusha B.

Paper ID: V7I2-1502

Paper Status: published

Published: April 26, 2021

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