IOT技術:IOT Technology

Protected: Model-based reinforcement learning(Sparse sampling, UCT, Monte Carlo search tree)

Model-based reinforcement learning (sparse sampling, UCT, Monte Carlo search trees) used for digital transformation artificial intelligence , and machine learning tasks.

2022.01.24

IOT技術:IOT TechnologyStream Data Processing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: Model-free reinforcement learning (2) – Method iteration (Q-learning, SARSA, Actor-click method)

Value iteration methods Q-learning, SARSA, Actor-critic methods to model-free reinforcement learning for digital transformation , artificial intelligence and machine learning tasks.

2022.01.21

IOT技術:IOT TechnologyStream Data Processing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

Time series data analysis

Time Series Data Learning Overview Time-series data is called data whose values change over time, such ...

2022.01.18

IOT技術:IOT TechnologyStream Data Processing時系列データ解析最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics

Protected: Location Privacy -k-anonymization and anonymization with hidden Markov models

Information anonymization using k-anonymization and hidden Markov models (HMMs) for location privacy to be used in digital transformation and artificial intelligence tasks.

2021.10.21

IOT技術:IOT Technologyデータ圧縮/セキュリティ:Data compression and security地理空間情報処理機械学習:Machine Learning確率・統計:Probability and Statistics

Protected: An Invitation to Spatial Epidemiology – What can we see from the map of intractable diseases?

Geographic information analysis for epidemiology using Poisson-Gamma model, CDT and scan statistic test for digital transformation and artificial intelligence tasks.

2021.10.16

IOT技術:IOT Technology地理空間情報処理推論技術:inference Technology機械学習:Machine Learning確率・統計:Probability and Statistics

Protected: Introduction to Customer Motivation Research

HMM, k-medoids, and kernel density estimation for customer flow analysis used in digital transformation and artificial intelligence tasks.

2021.10.15

IOT技術:IOT Technology地理空間情報処理機械学習:Machine Learning

Sensor Data & IOT Technologies

Overview of sensor information handling, which is a central element of IOT technologies used for digital transformation and artificial intelligence tasks.

2021.10.02

IOT技術:IOT TechnologyStream Data Processingエキスパートシステム:expertsystem推論技術:inference 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

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

Stream Reasoning Architecture (Overview)

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, Stream Resoning system, and ontology

2021.07.28

IOT技術:IOT TechnologyStream Data Processingセマンテックウェブ技術:Semantic web Technology