Protected: Support Vector Machines – Overview
Overview of SVMs (Support Vector Machines), the basis for various machine learning methods such as classification, regression, and unsupervised learning.
Relational Data Learning
Extraction, knowledge extraction and prediction by machine learning of relationships used in graph analysis, etc.
Protected: Mixed Unigram Model
Basics of topic models for classification of document data, compound unigram models and LDA for teaching beginners
Protected: Unigram Model
Basics of topic model for classification of document data for education of beginners, unigram model
OpenNLP
How to use OpenNLP, an OSS for natural language processing
What is meaning (1)
Artificial Intelligence (Robots) and the Meaning of Words from a Philosophical Perspective, Semantic and Formal Approaches
Structures, Algorithms, and Functions
The meaning of words from the perspective of algebraic structures, formal logic and mathematical logic
Principle Component Analysis (PCA)
Theoretical overview of Principal Component Analysis and its implementation in R
Basic technology for digital game AI (time-based recognition technology)
Overview of game AI for tips on acquiring artificial intelligence technology, time recognition technology, auto-planning, goal-oriented planning, time-scale hierarchy technology, chain-type planning.
Digital game AI Technology(spatial recognition technology)
Game AI overview, spatial recognition technology, and knowledge representation for tips on acquiring artificial intelligence technology.