This book features the proceedings of the 6th EAI International Conference on Big Data Innovation for Sustainable Cognitive Computing (BDCC 2023). The papers feature detail on cognitive computing and its self-learning systems that use data mining, pattern recognition and natural language processing (NLP) to mirror the way the human brain works. This international conference focuses on technologies from knowledge representation techniques and natural language processing algorithms to dynamic learning approaches. Topics covered include Data Science for Cognitive Analysis, Real-Time Ubiquitous Data Science, Platform for Privacy Preserving Data Science, and Internet-Based Cognitive Platform.
Inhaltsverzeichnis
Part I. Bigdata Services. - Chapter 1. Modelling Cognitive Scores for Alzheimer's Disease Progression Prediction Using Longitudinal MRI D. - Chapter 2. Various Physiological Methods to Identify Sleep Onset. - Chapter 3. IoT Adoption: Challenges among Small and Medium Enterprises. - Chapter 4. Performance evaluation of Adaptive Neuro Fuzzy Inference System (ANFIS) for the prediction of Cloud Service Provider. - Part II. Bigdata and Security. - Chapter 5. Online Covid-19 Risk Analysis System for Early Detection of Possible Infection. - Chapter 6. Application of Multi focused and Multi Modal image fusion using Guided Filter on Bio-Medical Images. - Chapter 7. Experimental Comparative Analysis on Convolutional Neural Network (CNN) and Recurrent Neural Network (RNN) on Aspect Level Sentiment Analysis. - Part III. Bigdata Emerging Applications. - Chapter 8. Data hiding in binary images for secret and secure communication using decision tree. - Chapter 9. Private and Secure Blockchain-based mechanism for an Online Voting System. - Chapter 10. AI-Enabled Pregnancy Risk Monitoring and Prediction: A Review. - Chapter 11. Finger Knuckle Print Recognition using Complex Conjugate Feature Vector. - Part IV. Bigdata and Technology. - Chapter 12. What Your Tweets Say about You A case study of Extraversion and word usage. - Chapter 13. An Automated Cervical Cancer Detection mechanism using Pap smear images. - Chapter 14. A Systematic Literature Review on Data Freshness for reinforcing mutual authentication in Wireless Body Area Networks. - Chapter 15. Detection of Non-Technical Losses in Power Utilities Using Machine Learning. - Part V. Bigdata in Medical Applications. - Chapter 16. A Novel Real Time 3D Object Detection Network in Autonomous Driving using reformed rs-resnet network. - Chapter 17. Solar radiation prediction using the random forest regression algorithm. - Chapter 18. Vehicular Support System for User and Vehicle Accident Prevention.
