人工知能:Artificial Intelligence

ISWC2005 Papers

ISWC2005, International Semantic Web Conference Paper Collection Introduction, Industrial Track describes legal knowledge management systems, applications in the medical field, how to develop requirements specifications for knowledge processing, applications in logistics, applications in automotive systems, etc.

2022.01.09

セマンテックウェブ技術:Semantic web Technology

Machine Learning Professional Series “Online Machine Learning” Reading Memo

Online learning reference books used for digital transformation , artificial intelligence , and machine learning tasks such as sequential processing of large-scale data.

2022.01.08

微分積分:Calculus最適化:Optimization機械学習:Machine Learning深層学習:Deep Learning

ISWC2004 Papers

Introduction to the collection of papers of the International Semantic Web Conference ISWC2004, which is knowledge information processing used for digital transformation and artificial intelligence tasks.

2022.01.08

セマンテックウェブ技術:Semantic web Technology

Protected: Advanced online learning (1) High accuracy Approach (Perceptron, PA, PA-I, PA-II, CW, AROW, SCW)

Introduction to various methods for improving the accuracy of online learning for digital transformation , artificial intelligence and machine learning tasks (Perceptron, PA, CW, AROW, SCW)

2022.01.07

オンライン学習微分積分:Calculus最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics

Protected: Fundamentals of Online Learning Stochastic Gradient Descent – Application to Perceptron, SVM, and Logistic Regression

Online learning applications to the perceptron, SVM, and logistic regression for digital transformation , artificial intelligence , and machine learning tasks.

2022.01.06

オンライン学習微分積分:Calculus最適化:Optimization確率・統計:Probability and Statistics線形代数:Linear Algebra

Online learning and online prediction

Online learning is a sequential machine learning technique used in digital transformation , artificial intelligence , and machine learning tasks, and online prediction combines these techniques with decision-making problems.

2022.01.05

オンライン学習強化学習微分積分:Calculus最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics

Protected: Implementation in online learning – sparse vector computation and averaging perceptron, averaged stochastic gradient descent, lazy update

Various implementation techniques for online learning for digital transformation , artificial intelligence and machine learning tasks (sparse vector computation and averaging perceptrons, averaged stochastic gradient descent, lazy update).

2022.01.05

オンライン学習最適化:Optimization

Computerized processing of law-related tasks

Computational processing of legal information as an application of knowledge information processing used as a digital transformation and artificial intelligence task (a European case study).

2022.01.04

Symbolic Logicセマンテックウェブ技術:Semantic web Technology

Knowledge Representation and Reasoning (1) – History of Knowledge Information Processing, Languages for Representing Knowledge and Prolog

History of knowledge information processing used in digital transformation and artificial intelligence tasks, and languages for representing knowledge, Prolog and predicate logic

2022.01.03

LISPprologSymbolic Logicエキスパートシステム:expertsystem検索技術:Search Technology

Artificial Life and Agent Technologies

Artificial life technology, an indispensable technology for digital transformation and artificial intelligence tasks (reproducing the behavior of life on a computer and expressing intelligence)

2022.01.02

エキスパートシステム:expertsystem人工知能:Artificial Intelligence