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Chapter and Conference Paper
Particle Swarm Optimized Ensemble Learning for Enhanced Predictive Sentiment Accuracy of Tweets
The mounting global interest of users in social media portals has reinforced research in knowledge discovery domains to mine useful information from the publicly available user-generated big data. Uncertainty ...
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Chapter and Conference Paper
Empirical Analysis of Machine Learning and Deep Learning Techniques for COVID-19 Detection Using Chest X-rays
Due to the Coronavirus (COVID-19) cases growing rapidly, the effective screening of infected patients is becoming a necessity. One such way is through chest radiography. With the high stakes of false negatives...
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Chapter and Conference Paper
Empirical Analysis of Diabetes Prediction Using Machine Learning Techniques
In the world, there are many deadliest diseases, and diabetes is one of them. About 422 million people worldwide are suffering from this dangerous disease, and every year 1.6 million deaths are because of it. ...
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Chapter and Conference Paper
A Comparative Study of Machine Learning and Deep Learning Techniques on X-ray Images for Pneumonia
Pneumonia is a serious disease causing a lot of fatalities both in adults and children worldwide. Detection of pneumonia is usually done by examining Chest X-rays and blood tests in presence of highly trained ...
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Chapter and Conference Paper
Comparative Analysis of Machine Learning and Deep Learning Algorithms for Skin Cancer Detection
Skin cancer is a typical type of disease, and early recognition builds the endurance rate. Skin cancer is a perilous and far and wide sickness. The endurance rate is under 14% whenever analyzed in later stages...