Ethereum Cryptocurrency Prediction using ML procedures on Recurrent Neural Network using LSTM Model

KS Gill, V Anand, R Chauhan, A Garg… - 2023 3rd International …, 2023 - ieeexplore.ieee.org
Forecasting the value of Ethereum (ETH) or any other cryptocurrency is a formidable
undertaking owing to the inherent volatility and speculative characteristics shown by these …

Predictive Human Resource Analytics for Classification of Salaries in the Field of Data Science

KS Gill, V Anand, R Chauhan… - 2023 3rd International …, 2023 - ieeexplore.ieee.org
The rapid growth of big data has led to a lack of jobs in the field of data science, resulting in
a strong need for skilled experts to fill particular tasks in this domain. In order to get the …

CNN, LSTM, and Bi-LSTM based Self-Attention Model Classification for User Review Sentiment Analysis

KS Gill, V Anand, R Chauhan… - … on Smart Generation …, 2023 - ieeexplore.ieee.org
Sentiment analysis, often known as opinion mining, is a computational job within the field of
natural language processing (NLP) that entails the identification and classification of the …

Predicting Life Expectancy using Machine Learning Approach through Linear Regression and Decision Tree Classification Techniques

KS Gill, V Anand, R Chauhan… - 2023 3rd International …, 2023 - ieeexplore.ieee.org
Predicting someone's longevity requires looking at a broad variety of circumstances, making
it a difficult and multidimensional task. There are a number of important factors that must be …

Charting New Frontiers using Transfer Learning in OCT Image Analysis for Retinal Health

M Agarwal, KS Gill, D Upadhyay… - … Conference on Smart …, 2024 - ieeexplore.ieee.org
The project aims to address the pressing necessity of early-stage diagnosis of retinal
illnesses by the use of groundbreaking techniques in medical image processing. The study …

Sequential Model Utilization for Fruits Classification Using Optimized Deep Learning Methods on Adam Optimizer On Fine-Tuned Epochs

KS Gill, V Anand, R Gupta - 2023 Global Conference on …, 2023 - ieeexplore.ieee.org
Fruit classification is the process of grou** various fruit species and variations according
to their distinctive traits, such as form, size, colour, texture, and other distinguishing …

Enhancing Credit Card Fraud Detection: A Comparative Analysis of Machine Learning Models

M Beri, KS Gill, N Sharma - 2024 4th International Conference …, 2024 - ieeexplore.ieee.org
A major issue of concern in the financial sector, credit card fraud puts risks to financial
institutions as well as consumers. Machine learning methods have become rather …

Predicting Stress Levels in Sleep Patterns using Machine Learning Models and a Smart Yoga Pillow

A Kumar, N Sharma, R Chauhan… - … and Informatics (IC3I …, 2024 - ieeexplore.ieee.org
This research endeavours to predict stress levels in sleep patterns through the innovative
utilization of a Smart Yoga Pillow (SaYoPillow) combined with machine learning models. In …

Beyond Traditional Methods: Evaluating Advanced Machine Learning Models for Superior Fraud Detection

A Singh, KS Gill, M Kumar… - 2024 4th International …, 2024 - ieeexplore.ieee.org
The banking industry is increasingly concerned about credit card fraud due to its potential
risks to both consumers and financial institutions. In recent years, machine learning …

[PDF][PDF] Predicting Progress: An In-Depth Study of Students' Academic Trajectories through Data Mining

AJM Hasmy, MBM Irshad - 2023 - seu.ac.lk
Accurately predicting students' academic trajectories is crucial for effective educational
interventions. This research introduces a comprehensive predictive model for understanding …