推論技術:inference Technology

Similarity in global matching (4) Optimized matching method、EM and PSO

Natural language similarity for Digital Transformation (DX), Artificial Intelligence (AI) and Machine Learning (ML) applications. Similarity evaluation of ontologies by relational pattern matching, Expectation Maximization (EM) and Particle Swarm Optimisation (PSO).

2021.08.15

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 (3) Matching graph patterns by iterative computation

Natural language similarity for digital transformation (DX), artificial intelligence (AI), and machine learning (ML) applications. Graph data matching calculations for ontology similarity extraction.

2021.08.14

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

Protected: Explainable Machine Learning (8) Model-independent interpretation (ICE plot)

On ICE plot, one of the posterior interpretation models that can be explained and used for digital transformation (DX), artificial intelligence (AI), and machine learning (ML).

2021.08.05

推論技術:inference Technology検索技術:Search Technology機械学習:Machine Learning

Protected: Explainable Machine Learning (7) Model Independent Interpretation (PDP)

PDPs, one of the posterior interpretation models that can be used to explain digital transformation (DX), artificial intelligence (AI), and machine learning (ML)

2021.08.04

推論技術:inference Technology検索技術:Search Technology機械学習:Machine Learning

Protected: Analysis of Time Series Data (4) ARCH Model and GARCH Model

Basic analysis of time series data used in digital transformation (DX), machine learning (ML), artificial intelligence (AI), and IOT, and ARCH and GARCH models

2021.08.03

IOT技術:IOT TechnologyStream Data Processing推論技術:inference Technology機械学習:Machine Learning確率・統計:Probability and Statistics

Protected: Analysis of Time Series Data (3) Analysis of Time Dependent Data and AR Model

Basic analysis of time series data used in digital transformation (DX), machine learning (ML), artificial intelligence (AI), and IOT, AR models, random walks, and white noise

2021.08.02

セマンテックウェブ技術:Semantic web Technology推論技術:inference Technology機械学習:Machine Learning確率・統計:Probability and Statistics

Heuristics and Frame Problems

Heuristics and artificial intelligence frame problems at the base of human behavior.macro-economics

2021.07.31

推論技術:inference Technology確率・統計:Probability and Statistics課題解決:Problem solving

Protected: Analysis of time series data (2) Basics of statistical analysis

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2021.07.30

推論技術:inference Technology機械学習:Machine Learning確率・統計:Probability and Statistics

Apache Streaming technologies

Machine learning and system architecture for data streams (time series data) used for digital transformation (DX), artificial intelligence (AI), machine learning (ML), and cross-fusion use of IOT, and Apache streaming technology.

2021.07.29

IOT技術:IOT TechnologyStream Data Processing推論技術:inference Technology検索技術:Search Technology機械学習:Machine Learning

Reasoning Technology

Overview of inference techniques used in digital transformation (DX), artificial intelligence (AI), machine learning (ML), etc.

2021.07.25

アルゴリズム:Algorithms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自然言語処理:Natural Language Processing