Can I read Machine Learning and Knowledge Acquisition: Integrated Approaches (Knowledge-Based Systems Series) on EtoBox?

Machine Learning and Knowledge Acquisition: Integrated Approaches (Knowledge-Based Systems Series) by Gheorghe Tecuci; Yves Kodratoff; Workshop "Machine Learning and Knowledge Acquisition"; International Joint Conference on Artificial Intelligence is a book available to read on EtoBox.

What is Machine Learning and Knowledge Acquisition: Integrated Approaches (Knowledge-Based Systems Series) about?

Machine Learning And Knowledge Acquisition Represent Two Complementary Approaches To The Acquisition And Organization Of Knowledge For Knowledge-based Systems. Machine Learning Has Focused On Developing Autonomous Algorithms For Acquiring Knowledge As Data And For Knowledge Compilation And Organization. In Contrast, Knowledge Acquisition Has Focused On Improving And Partially Automating The Acquisition Of Knowledge From Human Experts By Knowledge Engineers. Currently, Both Fields Are Moving Towards An Integrated Approach Using Machine Learning Techniques To Automate Knowledge Acquisition From Experts, And Knowledge Acquisition Techniques To Guide And Assist The Learning Process. This Is The First Book To Present Some Of The Most Representative Approaches To The Integration Of Machine Learning And Knowledge Acquisition Such As Case-based Reasoning, Apprenticeship Learning, Knowledge Base Refinement Through Multistrategy Learning, Example-guided Knowledge Based Revision, And Interactive Inductive Logic Programming. It Also Presents Their Application To Such Areas As Planning, Scheduling, Diagnosis, Control, Information Retrieval And Robotics. The Book's Tutorial Style And Description

Author

Gheorghe Tecuci; Yves Kodratoff; Workshop "Machine Learning and Knowledge Acquisition"; International Joint Conference on Artificial Intelligence

Publisher

Academic Pr; Academic Press

Published

1995

Language

EN

ISBN

9780126851205