Computational Learning AY2018

Akihiro Yamamoto

The slides and files below are also available on KULASIS.

Introduction PDF

Patterns and Learning　

Linear Patterns and Dynamic Programming　

Extending Patterns and Correctness of Learning

From Patterns to EFS

Learning EFSs

Regular Expression vs. Monomials

Learning Finite State Automata

Learning with Queries

Learning Tree Patterns

Learning and Mathematical Algorithms

Frequent Itemset Mining

Formal Concept Analysis and Closed Itemset Mining

Frequent Substring Mining

Assignments 1

Assignments 2