Protected: Higher-order relational data – an overview of tensor data processing
Tensor data processing to analyze relationships between three or more objects for use in digital transformation and artificial intelligence tasks.
Zen, Temples, and the History of Kamakura (Rinzai Zen and the Five Mountains of Kamakura)
An introduction to Rinzai Zen, one of the roots of Japanese Zen, and the Five Temples of Kamakura (Kenchoji, Engakuji, Fukujuji, Jochiji, and Jomyoji), as well as Eisai, Rankei Doryu, and Mugaku Sougen.
Protected: Estimating the number of topics in a topic model – Dirichlet process, Chinese restaurant process, stick-folding process
A topic model using Dirichlet process, Chinese restaurant process, and stick-folding process for digital transformation and artificial intelligence tasks.
Protected: Application of Topic Models to Information Other Than Documents – Application to Image Data and Graph Data (Stochastic Block Model, Mixed Member Probabilistic Block Model)
Topic models for image and graph data using stochastic block models for digital transformation and artificial intelligence tasks.
MCMC and Bayesian estimation
デジタルトランスフォーメーション(DX)、人工知能(AI)タスクに活用される確率関数の積分等に用いられるマルコフ連鎖モンテカルロ
Protected: Extension of topic models (adding structure to topics) Correlation topic model, slingshot distribution model with hierarchical structure, probabilistic latent semantic visualization with low-dimensional spatial structure
Overview of topic models with structure in correlated topics used in digital transformation and artificial intelligence tasks (correlated topic model, slingshot distribution model with hierarchical structure, probabilistic latent meaning visualization with low-dimensional spatial structure)
Protected: Extending topic models (using other information as well) (2) Noisy correspondence topic model, author topic model, topic tracking model
Among topic models that rely on auxiliary information for digital transformation and artificial intelligence tasks, we will discuss noisy topic models, author topic models, and topic tracking models.
Protected: Extending the topic model (using other information) (1) Combined topic model and corresponding topic model
Create a topic model with auxiliary information to be used for digital transformation and artificial intelligence tasksJoining / Corresponding Topic Model Overview
ISWC2003 Papers
Overview of ISWC (International Semantic Web Conference) 2003
ISWC2002 Papers
Introduction to the papers of ISWC2002, the international conference on the Semantic Web, many of the papers are about the integration of Web services, which is the flexible processing of data after connecting the data.