Overview of tfidf and its implementation in Clojure
Clojure implementation of tfidf used in natural language processing
Behavior Trees and their implementation in Unity
Overview of artificial intelligence technology used in game AI, etc., state management using behavior trees, difference from FSM
Protected: Matrix Decomposition -Extraction of relational features between two objects
Extraction of relationships by machine learning, matrix factorization approach, non-negative matrix factorization
Protected: Clustering Techniques for Asymmetric Relational Data – Probabilistic Block Model and Infinite Relational Model
Machine Learning Extraction of Relationships, Probabilistic Block Model and Infinite Relation Model
Protected: Clustering of symmetric relational data – Spectral clustering
Extraction of relationships, knowledge extraction and prediction, spectral clustering by machine learning for graph analysis, etc.
Semantic Web Technologies
The first conference on semantic web technology (ISWC), the next generation of web technology, was held in 2002. The first conference on semantic web technology (ISWC), the next generation of web technology, was held in 2002, and included many concepts of technology for handling knowledge as data, and there is still a lot of useful information.
Protected: Variational Bayesian Learning Introduction
Fundamentals of Variational Methods for Optimizing Bayesian Estimation in Machine Learning
Protected: Online Machine Learning Overview
Basics of online learning for sequential learning from a small number of supervised data
Protected: Bayesian Deep Learning – Introduction
Overview of Bayesian deep models, an evolution of deep learning and probabilistic generative models.
Protected: Graphical Model Overview and Bayesian Network
Graphical model overview for efficient approach to stochastic generative models, Bayesian networks