Titlebook: Data Intelligence and Cognitive Informatics; Proceedings of ICDIC I. Jeena Jacob,Selvanayaki Kolandapalayam Shanmuga Conference proceedings

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DermoCare.AI: A Skin Lesion Detection System Using Deep Learning Concepts,s empirical studies, DenseNet121 architecture proved out to be best giving the accuracy of about 89.2% on binary classification, and ResNet50 architecture gave the best results when it came to the multi-class classification with the accuracy of about 93.87%. Both of these models are deployed onto th

APRON

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An Ensemble Approach to Recognize Activities in Smart Environment Using Motion Sensors and Air Qual applied for activity recognition in a set of scenarios while simultaneously detecting the presence or absence of chemicals in the surrounding area. Machine learning techniques are applied to recognize activities performed by individuals in both smart environments. A comparative study is performed o

Cardiac-Output

Generalization of Fingerprint Spoof Detector,of detectors. It was discovered that while testing with the existing method, the rate of error increases; however, when the recommended adaptive approach was used, the spoof detection and performance gets improved significantly.

Odyssey

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Forecasting Prediction of Covid-19 Outbreak Using Linear Regression,. In this study, Linear Regression (LR) shows excellent outcome in contrast to other approaches. LR has a minimum mean squared error value and an obtained accuracy of 99.92% for Covid-19 confirmed cases, 99.73% for recovered cases, and 99.60% for death cases. Results show that if humans become unsoc

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