Beschreibung:
This book presents best selected research papers presented at the 3rd International Conference on Cognitive Informatics and Soft Computing (CISC 2020), held at Balasore College of Engineering & Technology, Balasore, Odisha, India, from 12 to 13 December 2020. It highlights, in particular, innovative research in the fields of cognitive informatics, cognitive computing, computational intelligence, advanced computing, and hybrid intelligent models and applications. New algorithms and methods in a variety of fields are presented, together with solution-based approaches. The topics addressed include various theoretical aspects and applications of computer science, artificial intelligence, cybernetics, automation control theory, and software engineering.
This book presents best selected research papers presented at the 3rd International Conference on Cognitive Informatics and Soft Computing (CISC 2020), held at Balasore College of Engineering & Technology, Balasore, Odisha, India, from 12 to 13 December 2020. It highlights, in particular, innovative research in the fields of cognitive informatics, cognitive computing, computational intelligence, advanced computing, and hybrid intelligent models and applications. New algorithms and methods in a variety of fields are presented, together with solution-based approaches. The topics addressed include various theoretical aspects and applications of computer science, artificial intelligence, cybernetics, automation control theory, and software engineering.
Chapter 1. A Hybrid Face Recognition Scheme in aHeterogenous and Cluttered Environment.- Chapter 2. Smart Critical Patient Care System with Doctor and by Stander Support with Wireless Sensor Network Using IoT and Intelligent Recommender Algorithm.- Chapter 3. IoT Enabled Toxic gas detection and alarming system using wireless sensor network with TAGDS smart algorithm.- Chapter 4. A Deep Neural Network Model for Effective Diagnosis of Melanoma Disorder.- Chapter 5. Sentiment Analysis and Evaluation of Movie Reviews using Classifiers.- Chapter 6. Risk Factors Analysis for Real Estate Price Prediction using Regression Approach.- Chapter 7. A Support Vector Machine Approach for Effective Bicycle Sharing in Urban Zones.- Chapter 8. Biosensor for Stress Detection using Machine Learning.- Chapter 9. An Accurate Automatic Traffic Signal Detector using CNN Model.- Chapter 10. Classification of Arrhythmia through Heart Rate Variability using Logistic Regression.- Chapter 11. U-INS: An Android Based Navigation System.- Chapter 12. LSTM based Cardiovascular Disease Detection using ECG Signal.- Chapter 13. Network Intrusion Detection Using Genetic Algorithm and Predictive Rule Mining.- Chapter 14. A Comparison of Different Methodologies for Predicting Forest Fires.- Chapter 15. Isolated Converters as LED Drivers.
