ABSTRACT
This new volume, Cognitive Computing Systems: Applications and Technological Advancements, explores the emerging area of artificial intelligence that encompasses machine self-learning, human-computer interaction, natural language processing, data mining and more. It introduces cognitive computing systems, highlights their key applications, discusses the technologies used in cognitive systems, and explains underlying models and architectures.
Focusing on scientific work for real-world applications, each chapter presents the use of cognitive computing and machine learning in specific application areas. These include the use of speech recognition technology, application of neural networks in construction management, elevating competency in education, comprehensive health monitoring systems, predicting type 2 diabetes, applications for smart agricultural technology, human resource management, and more.
With chapters from knowledgeable researchers in the area of artificial intelligence, cognitive computing, and allied areas, this book will be an asset for researchers, faculty, advances students, and industry professionals in many fields.
TABLE OF CONTENTS
part I|189 pages
Using Assistive Learning to Solve Computationally Intense Problems
chapter Chapter 1|29 pages
High-Frequency Stochastic Data Analysis Using a Machine Learning Framework: A Comparative Study
chapter Chapter 3|33 pages
Cognitive Decision-Making through an Intelligent Database Agent for Predictive Analysis
chapter Chapter 4|22 pages
A Convergence of Mining and Machine Learning: The New Angle for Educational Data Mining
part II|42 pages
Designing IoT-Based Smart Solutions for Monitoring and Surveillance
chapter Chapter 7|25 pages
Smart Interfaces for Development of Comprehensive Health Monitoring Systems
part III|31 pages
Statistical and Mathematical Model-Based Solutions
part IV|60 pages
Applying Neural Networks and Deep Learning Models for Cognitive Problems
chapter Chapter 10|18 pages
Recent Issues with Machine Vision Applications for Deep Network Architectures
chapter Chapter 11|20 pages
Applications of Backpropagation and Conjugate Gradient Neural Networks in Structural Engineering
part V|76 pages
Speech and NLP Applications in Cognition