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Book details
File Size: 21 MB
Format: pdf
Print Length: 596 pages
Publisher: World Scientific Publishing Company; 2 edition (August 5, 2019)
Publication Date: August 5, 2019
Sold by: Amazon.com Services LLC
Language: English
ASIN: B07WRX21ML
The joint breakthrough of big data, cloud computing and deep learning has made artificial intelligence (AI) the new focus in the international arena. AI is a branch of computer science, developing intelligent machine with imitating, extending and augmenting human intelligence through artificial means and techniques to realize intelligent behaviour.
This comprehensive compendium, consisting of 15 chapters, captures the updated achievements of AI. It is completely revised to reflect the current researches in the field, through numerous techniques and strategies to address the impending challenges facing computer scientists today.
The unique volume is useful for senior or graduate students in the information field and related tertiary specialities. It is also a suitable reference text for professionals, researchers, and academics in AI, machine learning, electrical & electronic engineering and biocomputing.
Contents:
Introduction
Logic Foundation
Constraint Reasoning
Bayesian Network
Probabilistic Graphic Models
Case-Based Reasoning
Inductive Learning
Statistical Learning
Deep Learning
Reinforcement Learning
Unsupervised Learning
Association Rules
Evolutionary Computation
Multi-Agent Systems
Internet Intelligence
