CSE6503

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Symbolic Machine Learning-II

3 Credit Hour Course

Intended For Level 0 Term 0 Students

Prerequisite:

Introduction, Learning in First order logic, Top-down and Bottom-up approaches for inducing first order theory, Handling noise, First order theory revision, Predicate invention, Application of Inductive Logic Programming, Multiple predicate learning, Different types of language bias, PAC Learnability, knowledge discovery in database and data mining, Text and image retrieval.