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Proceedings of Data Analytics and Management

Part of the Lecture Notes on Data Engineering and Communications Technologies Book Series (volume 90)

Editors: Gupta, Deepak; Polkowski, Zdzislaw; Khanna, Ashish; Bhattacharyya, Siddhartha; Castillo, Oscar

DOI: 10.1007/978-981-16-6289-8

ISBN: 978-981-16-6288-1

Publisher: Springer Nature Singapore - Springer Journals

Jan 4, 2022

1 - 10 of 66 Chapters

LitStream

Chapter 1Psychological Stress and Mental Health Among Seafarers

Pallotta, Graziano; Battineni, Gopi; Nittari, Giulio; Amenta, Francesco

Pages: 1 –10

[Objective: This work aims to determine whether the mental health of seafarers is a significant problem, by providing actual epidemiological information, to identify the factors that are supporting or undermining the mental health of seafarers and to propose solutions and practices aimed at...
LitStream

Chapter 2Real-Time Face Mask Detection and Analysis System

Singh, Juhi; Gupta, Lakshy; Kushwaha, Rahul; Varshney, Tanya; Chauhan, Akshat

Pages: 11 –19

[Due to COVID-19 situation, we need to wear face masks in public places. Reports say that wearing face mask at public places and at workspace reduces the transmission of virus as the SARS-CoV-2 spreads through atmosphere among people, at gathering in any environment. In this paper, a real-time...
LitStream

Chapter 3Performance Evaluation of Brahmagupta-Bhaskara Equation Based Algorithm Using OpenMP

Narayanan, Veena; Kavitha, R.; Srikanth, R.

Pages: 21 –28

[The development of a user-friendly cryptographic algorithm passes through various processes like effort analysis, duration analysis and productivity. Also, the performance of such applications can be improved with the aid of OpenMP tools. In the present study, the inital values of the various...
LitStream

Chapter 4Gait Recognition Biometric System

Gupta, Rahul; Gupta, Naman; Gupta, Tushar; Srivastava, Aditya; Gupta, Ritu; Singh, Abhilasha

Pages: 29 –40

[As, we enter the digital era, a reliable security system is the need of the hour. Human gait is a unique feature to identify and authenticate a person. Gait has many attractive properties as a biometric, and there are many factors which can confuse the biometric systems. This paper provides the...
LitStream

Chapter 5A New MCDM Approach to Solve a Laptop Selection Problem

Goswami, Shankha Shubhra; Moharana, Rajesh Kumar; Behera, Dhiren Kumar

Pages: 41 –55

[The aim of this article is to recommend the best laptop model out of six possible alternatives using COPRAS and ARAS decision-making methodologies by implementing the concept of aggregated weightages. This study looks at applying various MCDM techniques to a particular decision-making problem...
LitStream

Chapter 6Fighting Media Hyper-partisanship with Modern Language Representation Models

Kumar, Akshi; Tyagi, Utkarsh; Grover, Tanish; Ghosh, Aheli

Pages: 57 –64

[The Internet has shaped how people gather knowledge, learn from their surroundings, form their individual opinions, and deal with socially relevant topics. In a time of polarization, when the news that we see is twisted according to one’s view, extremely one-sided views aim to conquer the...
LitStream

Chapter 7Hyperparameter Tune for Neural Network to Improve Accuracy of Stock Market Prediction

Patel, Hiral R.; Patel, Ajay M.; Patel, Hiral A.; Parikh, Satyen M.

Pages: 65 –76

[As of late, hyperparameter tune (HPT) has become an inexorably significant issue in the field of AI for the advancement of more exact gauging models. In this examination, we investigate the capability of HPT in displaying stock returns utilizing a profound neural network. The capability of this...
LitStream

Chapter 8ANN-Based Handwritten Digit Recognition and Equation Solver

Malhotra, Amarjit; Gupta, Megha; Yadav, Rishabh; Tokas, Priyam; Sharma, Ankit

Pages: 77 –86

[It is well known that handwritten digits recognition may be a complicated job that is incorporated in a variety of applications. It is been largely employed by machine learning enthusiasts and researchers for developing apps like bank check processing. The most important task for the...
LitStream

Chapter 9Intrusion Detection Protocol Using Independent Outlier Ensembles

Divya, D.; Bhasi, M.; Santosh Kumar, M. B.

Pages: 87 –94

[Numerous anomaly detection algorithms are used for detection of malicious networks’. Yet, a protocol to segregate suspicious and attacker networks is an essential enhancement in this domain. Therefore, this paper tries to generate a rule to differentiate suspicious, attacker networks and trusted...
LitStream

Chapter 10Hybrid Context-Based Recommendation for Media

Rajpoot, Ajay Kumar; Prasad, Ankesh Krishna; Tiwari, Gaurav; Rawat, Manish; Sharma, Mugdha

Pages: 95 –103

[There are many recommendation engines present that work on providing users with recommendations based on a single media. This is our attempt to create a recommendation system that works on relationships between different media elements and provides users with the best new media item to choose...

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