Big Data, Machine Learning, and Applications
Proceedings of the 2nd International Conference, BigDML 2021
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Article
A sentence is known by the company it keeps: Improving Legal Document Summarization Using Deep Clustering
The appropriate understanding and fast processing of lengthy legal documents are computationally challenging problems. Designing efficient automatic summarization techniques can potentially be the key to deal ...
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Article
A computational model to analyze the impact of birth weight-nutritional status pair on disease development and disease recovery
The purpose of this work is to analyse the combined impacts of birth weight and nutritional status on development and recovery of various types of diseases. This work aims to computationally establish the fact...
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Article
Computational methods for studying relationship between nutritional status and respiratory viral diseases: a systematic review
This study sought to identify the computational methods used in studying the relationship between nutritional status and human respiratory viral infections. Using the Preferred Reporting Items for Systematic R...
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Chapter and Conference Paper
A Comparative Analysis of Modern Machine Learning Approaches for Automatic Classification of Scientific Articles
Automatic classification of scientific articles is very beneficial for the scientific research community to know whether the journal is appropriate or not. Specifically, it helps editor(s) pre-screen them at t...
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Chapter and Conference Paper
Facial Recognition-Based Automatic Attendance Management System Using Deep Learning
Nowadays, computer-based face recognition, along with other biometric methods, is a mature and reliable mechanism that is widely used in many access control scenarios. Face recognition is divided into two part...
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Book and Conference Proceedings
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Chapter and Conference Paper
A Computational Aspect to Analyse Impact of Nutritional Status on the Development of Cardiovascular Diseases
Cardiovascular diseases or simply heart diseases are considered to be a major cause of death in low- and middle-income countries. One of the major risk factors of heart diseases is the unhealthy diet and obesi...
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Article
Blockchain-based distributed application for multimedia system using Hyperledger Fabric
Over the past few years, blockchain technology has acquired good faith as a modern, secure distributed network in the form of a ledger to conduct and store records of transactions. Blockchain is an evolving te...
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Article
A review of smart contract-based platforms, applications, and challenges
Blockchain is a modern technology that has gained enormous attention in scientific and practical applications. A smart contract is a digital transaction that runs, executes, and records the dynamic operation o...
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Article
NICOV : a model to analyse impact of nutritional status and immunity on COVID-19
A few months back there was no medication and vaccine for COVID-19. Yet, most of the infected people got recovered. A very small portion of the infected people could not recover. A lion’s share of the fatal ca...
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Article
Blockchain-based cloud storage system with CP-ABE-based access control and revocation process
Cloud system provides an on-demand and low-cost computing and storing model. Many organizations and individual end-users are using cloud storage services to back up their crucial data. However, this storage ut...
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Article
A Review of Blockchain-Based Applications and Challenges
The deployment of blockchain technologies for multiple use cases has been widely investigated in the academic and business sectors over the last few years. The blockchain model has attained considerable attent...
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Chapter
Predicting Mental Health and Nutritional Status from Social Media Profile Using Deep Learning
In recent times, discussion about mental health is getting importance alongside physical health. Due to the pandemic, people got stuck inside their home resulting reduction in physical activity. This has worke...
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Chapter and Conference Paper
Content-Based Recommender System for Similar Products in E-Commerce
The recommendation system aims to provide the best suggestion to the user by analysing the buyer’s interest. Most of the time, we can get good product as the recommender(s) already has/have much knowledge abou...
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Chapter and Conference Paper
Data Secrecy: Why Does It Matter in the Cloud Computing Paradigm?
Data secrecy is one of the most prominent issues in security; however, little research has been carried out on data secrecy. User data are precious, and the user never wants their data to reveal any unintended...
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Chapter and Conference Paper
Extractive Summarization of Indian Legal Documents
A legal document is generally very long and possess hierarchical structure which makes it very difficult to get a quick understanding of these documents. Legal practitioners generally engage legal experts for ...
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Chapter and Conference Paper
States Categorization in India Based on Health Security Capacity with Machine Learning Technique
The rising pandemic, COVID-19, has horrendously shaken the entire world, especially India by indicating an enormous number of deaths, affected cases, and a moderate degree of relieved cases. To fight against t...
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Chapter
Case-Based Expert System for Early Detection of Diabetic Retinopathy
Diabetic Retinopathy (DR) is a medical condition which damages the retina and can cause permanent blindness to the people who have been suffering from diabetes since the last 15 years or more. Early diagnosis ...
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Chapter
Healthify: A Blockchain-Based Distributed Application for Health care
Blockchain technology has received significant popularity, with a growing interest in various domains, including data processing, financial services, information security, and IoT to the healthcare and medical...
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Chapter
Forecasting Probable Spread Estimation of COVID-19 Using Exponential Smoothing Technique and Basic Reproduction Number in Indian Context
The ongoing pandemic of COVID-19 has shut down almost everything and it has become troublesome for smooth running of social life. The infections are increasing day by day. It is important to predict and foreca...
