Machine Learning

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Crop Yield Prediction Using Random Forest Algorithm

₹4,000.00 ₹5,500.00

Aim:               Predict the crop type and price of the crop using machine learning methodology with accurate results.Abstract              India is the land of agriculture and it is the major source of economy. 70% of..

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Data-Driven Early Diagnosis of Chronic Kidney Disease: Development and Evaluation of an Explainable AI Model

₹4,000.00 ₹5,500.00

Aim:          The primary aim of this research is to design, build, and rigorously evaluate an interpretable AI model for the early diagnosis of Chronic Kidney Disease (CKD) by leveraging a diverse dataset of patient information.Abstract:      Chronic Kidney Disease (CKD) is curr..

Denoising in the Dark: Privacy Preserving Deep Neural Network Based Image Denoising

₹5,000.00

Abstract          Large volumes of images are being exponentially generated today from various kinds of imaging devices (smart phones, medical imaging equipment, digital cameras, etc.). Such tremendous growth is further greatly accelerated along with the fast development and wide deployment of diverse In..

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Detecting Spam Email with Machine Learning Optimized with Harris Hawks’s optimizer (HHO) Algorithm

₹4,000.00 ₹5,500.00

Aim:          This study aims to improve the accuracy of spam email detection by leveraging a hybrid approach employing the Harris Hawks Optimizer (HHO) in conjunction with the powerful XGBoost algorithm for feature selection in machine learning.Abstract:          ..

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Effective Heart Disease Prediction Using Hybrid Machine Learning Techniques

₹3,000.00 ₹4,500.00

Aim:           To apply machine learning techniques result in improving the accuracy in the prediction of cardiovascular disease.Abstract:            Heart disease is one of the most significant problem is arising in the world today. Cardiovascu..

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Evaluation based Approaches for Liver Disease Prediction using Machine Learning Algorithms

₹4,000.00 ₹5,500.00

Aim:                  To apply machine learning techniques result in improving the accuracy in the liver disease prediction. Abstract:            The life of humans living without liver tumors is one of the fun..

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Face Detection and Recognition for Criminal Identification System

₹4,000.00 ₹5,500.00

Aim:                To detect and recognize the face and we can differentiate between citizen and criminals and further investigate whether the identified person is criminal or not.Abstract:            Face recognition can be..

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Group-Based Skyline for Pareto Optimal Groups

₹4,000.00 ₹5,500.00

Aim       The main aim of this project is to study the problem of secure skyline queries over encrypted data. The skyline query is particularly important for multi-criteria decision making but also presents significant challenges due to its complex computations.Synopsis         T..

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Human Activity Recognition Through Ensemble Learning of Multiple Convolutional Neural Networks

₹4,000.00 ₹5,500.00

Aim:               This paper aim to classify the different types of videos using deep learning framework with convolution neural network (CNN) Abstract:            Video classification has been extensively researched in comp..

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Intelligent Crop Recommendation System using Machine Learning

₹4,000.00 ₹5,500.00

Aim:         Predict the crop yield and deliver the end user with proper recommendations about required fertilizer ratio based on soil parameters. We also recommend the crop price using machine learning.Abstract           India is one of the leading countries world..

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Loan Status Prediction in the Banking Sector using Machine Learning

₹4,000.00 ₹5,500.00

Aim:         To determine the customer 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 contributin..

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Machine Learning Based Heart Disease Prediction System

₹4,000.00 ₹5,500.00

Aim:              To apply machine learning techniques result in improving the accuracy in the prediction of cardiovascular disease.Abstract:            In human life, healthcare is an unavoidable and important task to be done. Cardiovascul..

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Machine Learning Techniques for Sentiment Analysis of COVID-19-Related Twitter Data using GPT

₹4,000.00 ₹5,500.00

Aim:          The aim of this research is to improve the accuracy and contextual understanding of sentiment analysis in COVID-19-related tweets by combining the rule-based approach of TextBlob with the deep learning capabilities of GPT-2.Abstract:         The preva..

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Measuring the Heart Attack Possibility using Different Types of Machine Learning Algorithms

₹4,000.00 ₹5,500.00

Aim:            To apply machine learning techniques result in improving the accuracy in the prediction of cardiovascular disease.Abstract:            Heart disease is one of the most significant problem is arising in the world today. Cardi..

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Naive Bayes Classifier for Predicting the Novel Corona virus

₹4,000.00 ₹5,500.00

Aim:            To detect the COVID-19 using Machine Learning Classification Algorithms Abstract:          The Corona-virus 2019(COVID-19), which first occurs in Wuhan city of China in December 2019, spread quickly around the world and became a plagu..

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