最適化:Optimization Protected: Gaussian Processes and Machine Learning – Introduction
Overview of Gaussian Generative Models for Machine Learning without Parameterization of Probabilistic Generative Models
人工知能:Artificial Intelligence
最適化:Optimization アルゴリズム:Algorithms 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.
機械学習:Machine Learning Relational Data Learning
Extraction, knowledge extraction and prediction by machine learning of relationships used in graph analysis, etc.
アルゴリズム:Algorithms Protected: Mixed Unigram Model
Basics of topic models for classification of document data, compound unigram models and LDA for teaching beginners
アルゴリズム:Algorithms Protected: Unigram Model
Basics of topic model for classification of document data for education of beginners, unigram model
検索技術:Search Technology OpenNLP
How to use OpenNLP, an OSS for natural language processing
人工知能:Artificial Intelligence What is meaning (1)
Artificial Intelligence (Robots) and the Meaning of Words from a Philosophical Perspective, Semantic and Formal Approaches
アルゴリズム:Algorithms Structures, Algorithms, and Functions
The meaning of words from the perspective of algebraic structures, formal logic and mathematical logic
R Principle Component Analysis (PCA)
Theoretical overview of Principal Component Analysis and its implementation in R
Symbolic Logic 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.