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Review Paper

Noise reduction in web data – A learning approach based on dynamic user interest.

An advanced noise reduction technique harnessing the power of Long Short-Term Memory (LSTM) networks is introduced to tackle the issue of noise in web data. In contrast to traditional methods employed for web data noise reduction, which may grapple with complexities such as large network depths and training inefficiencies, this novel approach takes a fresh perspective. Initially designed for DE noising natural datasets, this LSTM-based algorithm has been carefully adapted and fine-tuned to specifically target noise reduction in web data. Through meticulous parameter adjustments and extensive experimentation, we have successfully demonstrated the effectiveness of LSTM in removing noise from web data, achieving high levels of efficiency. Our thorough analysis and comparative experiments underscore the potential and viability of the LSTM-based approach in the domain of web data noise reduction. This algorithm not only holds promise but also signifies its importance in advancing the field of web data processing and analysis, marking a significant step forward in enhancing data quality for web-related applications.

Published by: Sakshi Balbansi, Aditya Pathak, Akanksha Memane, Mrunmayi Khaamkar, Prof. Vijay Sonawane

Author: Sakshi Balbansi

Paper ID: V10I1-1286

Paper Status: published

Published: April 3, 2024

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Research Paper

The concept of Group Theatre (GT)

There is hardly any professional, commercial Theatre in India. Currently the mainstream theatre is represented by amateur, Non-profit making Theatre Groups which is categorized as'Group Theatre (GT). The concept of GT in the world was incepted in America in 1929 There is a difference between GT snd professional, commercial Theatre.

Published by: Dr. Samitarani Mohanty

Author: Dr. Samitarani Mohanty

Paper ID: V10I1-1276

Paper Status: published

Published: April 3, 2024

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Case Study

A challenging case Report on Evans syndrome with pregnancy

The simultaneous or sequential development of autoimmune hemolytic anemia (AIHA) and idiopathic thrombocytopenic purpura(ITP) is known as Evans syndrome. AIHA is characterized by the development of anti-erythrocyte auto antibodies and the destruction of erythrocytes, which causes moderate or severe anemia. Because Evans syndrome is a rare disease, little is known about the relationship between pregnancy and Evans syndrome.

Published by: Priya M., Bharathi priyadarshini

Author: Priya M.

Paper ID: V10I1-1270

Paper Status: published

Published: April 3, 2024

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Research Paper

Examining the Impact of Gender Bias and Stereotypes on Women’s Participation and Advancement in Technological Fields

This study tries to uncover the primary causes of gender discrepancies in the expanding tech industry through a thorough assessment of the literature, qualitative analysis of prior research, and survey data. These factors can range from structural injustices and lack of mentorship to social biases and cultural ethos. It also adds to the continuing conversation about women in technology by highlighting challenges as well as opportunities. It also offers guidance to industry executives and legislators who are working to build a more diverse and inclusive digital sector.

Published by: Lavanya Sharma

Author: Lavanya Sharma

Paper ID: V10I1-1282

Paper Status: published

Published: April 3, 2024

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Research Paper

Role of Music Scores in the Success of Movies

Music scores play an essential role of contribution to the narrative meaning of a film, where songs stimulate the conscious mind using lyrics and melodies to establish a mood in its duration, and background scores stimulate the subconscious mind to interpret the mood and cause the audience to perceive the film a certain way, through close manipulation. This research investigates the relation between the popularity of songs of a film and its success, to prove the above ideas in terms of established trends. However, the dataset does not present any such relation, resulting in the conclusion that music scores do still hold an essential narrative role, however they may not directly contribute to the success of a movie through their popularity as individual songs, instead the connect formed by different background scores which are not included in the dataset may play a greater role in allowing the subconscious mind to interpret a film a certain way.

Published by: Rutvi Punia

Author: Rutvi Punia

Paper ID: V10I1-1285

Paper Status: published

Published: April 3, 2024

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Research Paper

Adoption of Electric Vehicles: Policies, Adoption and Importance

This paper talks about policies, adoption, and the importance of Electric Vehicles(EVs). It speaks about policies implemented by India, The Netherlands, and The United States of America and makes a comparison between them. It also questions if EVs are really sustainable or not, with there being pros and cons to them. It also talks about the challenges affecting the implementation of wide-scale EV infrastructure and the full adoption of EVs.

Published by: Nirvaan Jain

Author: Nirvaan Jain

Paper ID: V10I1-1284

Paper Status: published

Published: April 3, 2024

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