Artificial Intelligence.
Picture Of The Book:
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| Artificial Intelligence. |
About The Book:
After decades of fundamental research and promises of more impressive applications, artificial intelligence is beginning to realize the benefits. Institutions around the world have realized that there are significant gains in performance and increased productivity for the use of artificial intelligence and predictive analytics techniques. Their use brings a new era of innovation and opportunity. This book combines insights and research applications in areas as diverse as manufacturing, supply chain management, pricing, autonomous vehicles, healthcare, e-commerce, and aviation science. Use classic and advanced tools in artificial intelligence, such as deep learning, improved particle swarm, support for vector control devices, genetic programming and others. This very special book discusses important applications using a variety of models of AI and explains some research to be done. The work replaces similar books that do not cover a variety of sophisticated apply.
Information About The Book:
Title: Artificial Intelligence: Advances in Research and Applications (Computer Science, Technology and Applications).
Language: English.
Size: 14.1 Mb.
Pages: 364.
Format: Pdf.
Year: 2018.
Edition: 1.
Author: Luis Rabelo.
Contents Of The Book:
Chapter 1: Unsupervised Ensemble Learning.
Chapter 2: Using Deep Learning to Configure Parallel Distributed Discrete-Event Simulators.
Chapter 3: Machine Learning Applied to Autonomous Vehicles.
Chapter 4: Evolutionary Optimization of Support Vector Machines Using Genetic Algorithms.
Chapter 5: Texture Descriptors for the Generic Pattern Classification Problem.
Chapter 6: Simulation Optimization Using a Hybrid Scheme with Particle Swarm Optimization for a Manufacturing Supply Chain.
Chapter 7: The Estimation of Cutting Forces in the Turning of Inconel.
Chapter 8: Predictive Analytics using Genetic Programming.
Chapter 9: Managing Overcrowding in Healthcare using Fuzzy Logic.
Chapter 10: The Utilization of Case-Based Reasoning: A Case Study of the Healthcare Sector Using Simulation Modeling.
Chapter 11: Agent-Based Modeling Simulation and Its Application to Ecommerce.
Chapter 12: Artificial Intelligence for the Modeling and Prediction of the Bioactivities of Complex Natural Products.
Chapter 13: Predictive Analytics for Thermal Coal Prices Using Neural Networks and Regression Trees.
Chapter 14: Explorations of the ‘Transhuman’ Dimension of Artificial Intelligence.
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