人工知能:Artificial Intelligence

Protected: Explainable Machine Learning (6) Interpretable Model (RuleFit)

Overview of interpretable models using RuleFit, explainable machine learning used in digital transformation (DX), artificial intelligence (AI), and machine learning (ML) (about RuleFit, a model generated by Lasso and ensemble learning)

2021.07.22

機械学習:Machine Learning

Mathematics in Machine Learning

On the mathematics underlying all computer programming and algorithms, including digital transformation (DX), artificial intelligence (AI), and machine learning (ML)

2021.07.21

Symbolic Logicアルゴリズム:Algorithms数学:Mathematics

Algorithms and Data Structures

The algorithms that form the basis of all computer programming, including digital transformation (DX), artificial intelligence (AI), and machine learning (ML)

2021.07.21

アルゴリズム:Algorithms探索アルゴリズム機械学習:Machine Learning

Protected: Explainable Machine Learning (5) Interpretable Models (Decision Rules)

Explainable Machine Learning that can be used in Digital Transformation (DX), Artificial Intelligence (AI), and Machine Learning (ML). Overview of interpretable models with decision rules (OneR, Sequential Covering, Bayesian Rule List).

2021.07.21

機械学習:Machine Learning

Protected: Explainable Machine Learning (4) Interpretable Models (Decision Trees)

Explainable machine learning techniques for digital transformation (DX), artificial intelligence (AI), machine learning (ML) applications, and interpretable models using decision trees (CART, etc.)

2021.07.20

機械学習:Machine Learning

Protected: Explainable machine learning (3) Interpretable models (GLM, GAM)

Digital Transformation (DX), Artificial Intelligence (AI), Explainable Machine Learning for Machine Learning (ML) Applications, Generalized Linear Models, GLM, Generalized Additive Models, GAM

2021.07.19

機械学習:Machine Learning

Protected: Explainable artificial intelligence (2) Interpretable models (logistic regression model)

Explain machine learning and logistic regression for digital transformation (DX), artificial intelligence (AI), and machine learning (ML) applications.

2021.07.16

機械学習:Machine Learning

Protected: Explainable machine learning (1) Interpretable models (linear regression model)

Linear Regression Model as Explainable Machine Learning for Digital Transformation (DX), Artificial Intelligence (AI) and Machine Learning (ML)

2021.07.16

機械学習:Machine Learning

Similarity in global matching (2) Similarity of Mereological Graph Patterns

Natural Language Similarity for Digital Transformation (DX), Artificial Intelligence (AI), and Machine Learning (ML) Applications. Similarity evaluation of ontologies by relational pattern matching.

2021.07.15

セマンテックウェブ技術:Semantic web Technology推論技術:inference Technology検索技術:Search Technology機械学習:Machine Learning深層学習:Deep Learning自然言語処理:Natural Language Processing

Similarity in global matching (1) Overview

Similarity of natural language for the use of digital transformation (DX), artificial intelligence (AI), and machine learning (ML), and similarity of ontology as matching of graph patterns.

2021.07.14

推論技術:inference Technology検索技術:Search Technology機械学習:Machine Learning深層学習:Deep Learning自然言語処理:Natural Language Processing