Machine Learning
Prediction of Flood in Bangladesh using k-Nearest Neighbors Algorithm
Aim: Analyze the flood data from database for flood prediction.Abstract: ..
Prediction of Modernized Loan Approval System Based on Machine learning Approach
Aim: To determine the loan approval system using machine learning algorithms.Abstract: Loan approval is a very important process for banking organizations. The systems approved or reject the loan applications. Recovery of loans is a major contributing parameter in the financial statements..
Predictive Analytics on Diabetes Data using Machine Learning Techniques
Aim: To help doctors and practitioners in early prediction of diabetes using machine learning techniques.Abstract: Diabetes caused due to increase in amount of sugar or glucose which is condensed into the blood Identifying process of diabetes is the glucose an..
Smart Electricity Meter Monitoring and Prediction using iSocket
Aim: Aim of the project is to build a smart home automation system to control home appliances, monitor the power consumed by the appliances and predict the power consumption using machine learning algorithm.Synopsis: In order to implement the..
Spatiotemporal Multi-Graph Convolutional Network for Taxi Demand Prediction
Aim: To predict the high demand need of pickup for taxi services based on their previous history.Synopsis: The service industry is booming for the last couple of years and it is expected to grow in the near future. One of the important natures of t..
Taxi Demand Prediction Using Parallel Multi-Task Learning Model
Aim: To predict the high demand need of pickup for taxi services based on their previous history.Synopsis: The service industry is booming for the last couple of years and it is expected to grow in the near future. One of the impo..
The Effect of Fake Reviews on e-Commerce During and After Covid-19 Pandemic: SKL-Based Fake Reviews Detection
Aim: To detect SKL-Based fake reviews on e-Commerce with using couples of machine learning algorithm based on sentiment analysis.Abstract: The outbreak of Covid-19 and the enforcement of lockdown, social distancing, and other precautionary me..
Time Series Analysis based Tamilnadu Monsoon Rainfall Prediction using Seasonal ARIMA
Aim: Analyze the rain fall data from database for rain prediction.Abstract: &nbs..
Twitter Spam Detection Using Natural Language Processing by Encoder Decoder Model
Aim: To enhance the assigning accuracy of former methods in spam detection in Twitter using advanced methods.Synopsis: Social networking sites have become very popular in recent years. Users use them to find new frie..