Materials

Data Mining, SOKENDAI (@National Institute of Informatics) (2017)

2017.10.20

Learning and Computing Slide

2017.10.27

Pattern Mining Slide

2017.11.10

Graph Mining Slide

2017.11.17

Supervised Pattern Mining Slide

2017.11.24

Boltzmann Machines Slide

2017.12.1

Bias-variance tradeoff Slide

2017.12.8

Clustering Slide

2017.12.15

Outlier Detection Slide

2018.1.9

Classification Slide

2018.1.16

Support Vector Machines Slide

2018.1.19

Feature Selection Slide

Introduction to Big Data Science, SOKENDAI (@National Institute of Informatics) (2017-2018)

2018.11.28

Machine Learning for Graph Structured Data Slide

Introduction to Intelligent Systems Science II, SOKENDAI (@National Institute of Informatics) (2017-2018)

2019.1.28

Machine Learning and Information Geometry Slide

2019.2.4

Machine Learning and Information Geometry II Slide

Data Mining Theory, Osaka University (2014-2016)

2016.11.15

Learning and Computing Slide

2016.11.22

Refinement on Learning Slide

2016.12.06

Discretization and Learning Slide

2016.12.13

Statistical Analysis Slide

First-year Seminar, Osaka University (2016)

2016.8.10

Learning and Discovery by Computers —Statistical Analysis— (in Japanese) Slide

Kyoto University Informatics Seminar (2014)

2014.6.16

Distance-based Outlier Detection via Sampling Slide

2017.10.19

Information Geometric Analysis on Partial Order Structures Slide

Practice of Biological Information, Kyoto University (2011)

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