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Prediction of Modernized Loan Approval System Based on Machine learning Approach

₹5,500.00

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

₹5,500.00

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..

Ransomware Classification and Detection with Machine Learning Algorithms

₹5,500.00

Aim:          This study aims to improve the accuracy of Ransomware Classification and Detection with Machine Learning Algorithms Ransomware Classification, Feature Selection, Machine Learning, Cyber securityAbstract:          Ransomware attacks pose a severe threa..

Sentiment Analysis and Emotion Detection on Crypto currency Related Tweets Using GPT2 Model

₹5,500.00

Aim:        The aim of this study is to enhance emotion analysis in the cryptocurrency market using a GPT-2 model, providing a nuanced understanding of public perceptions towards cryptocurrency transactions. This proposed system leverages the capabilities of GPT-2 to predict positive, negative, or neutral emotions..

Sentiment Analysis and Emotion Detection on Cryptocurrency Related Tweets Using Ensemble LSTM-GRU Model

₹5,500.00

Aim:          The sentiment analysis for crypto currency-related tweets, Crypto currency market price prediction based on the analyzed sentiments with the help of LSTM Long short-term memory.Abstract:          The crypto currency market has been developed at a..

Ship Detection and Segmentation using Unet

₹5,500.00

Aim:           To automate the detection of presence of ships and to classify the types of ships available in the given Image.Synopsis:         The detection of inshore and offshore ships is an essential task for a large variety of applications in both military and civilian fields. The sur..

Sleep Apnea Detection From Single-Lead ECG: A Comprehensive Analysis of Machine Learning and Deep Learning Algorithms

₹5,500.00

Aim:             We proposed detecting Sleep Apnea Detection From Single-Lead ECG. The advancement of smart wearables technologies has provided a unique opportunity for sleep and health monitoring. However, wearable technologies rely on accurate and real-time monitoring algorithms.Abstract..

The Effect of Fake Reviews on e-Commerce during and After Covid-19 Pandemic: SKL-Based Fake Reviews Detection

₹5,500.00

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 precautio..

Time Series Analysis based Tamilnadu Monsoon Rainfall Prediction using Seasonal ARIMA

₹5,500.00

Aim:           Analyze the rain fall data from database for rain prediction.Abstract:                                    &nbs..

Time Series Forecasting and Modeling of Food Demand Supply Chain Based on Regressors Analysis

₹5,500.00

Aim:Develop a methodology that combines the robustness of ARIMA and SARIMA models with the explanatory power of regressors analysis to improve forecasting accuracy within the food supply chainAbstract:This study aims to improve the accuracy of forecasting and modeling in the food demand-supply chain by integrating ARIMA (AutoRegressive Integrated M..

Toward Fast and Accurate Violence Detection for Automated Video Surveillance Applications

₹5,500.00

Aim:           To detect and identify the Violation detection using Deep-Learning techniques.Abstract:        The widespread deployment of surveillance cameras, enabled by digital video technologies, has created an overwhelming volume of data that poses challenges for r..

Traffic Signs Recognition using CNN and Keras

₹5,500.00

Aim:            To detect and identify the Traffic Signs detection using CNN.Abstract:         Traffic sign recognition and detection are critical in expert systems for effectively recognizing traffic signs along the road, such as left hair pin bend, parking l..

Twitter Spam Detection Using Natural Language Processing by Encoder Decoder Model

₹5,500.00

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..

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