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1

High-dimensional penalty selection via minimum description length principle

Miyaguchi, Kohei, Yamanishi, Kenji

Journal:

Machine Learning

Year:

2018

Language:

english

File:

PDF, 922 KB

english, 2018

2

[IEEE 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA) - Campus des Cordeliers, Paris, France (2015.10.19-2015.10.21)] 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA) - On-line detection of continuous changes in stochastic processes

Miyaguchi, Kohei, Yamanishi, Kenji

Year:

2015

Language:

english

File:

PDF, 580 KB

english, 2015

3

Cogra: Concept-Drift-Aware Stochastic Gradient Descent for Time-Series Forecasting

Miyaguchi, Kohei, Kajino, Hiroshi

Journal:

Proceedings of the AAAI Conference on Artificial Intelligence

Year:

2019

File:

PDF, 1.02 MB

2019

4

Online detection of continuous changes in stochastic processes

Kohei Miyaguchi,Kenji Yamanishi

Journal:

International Journal of Data Science and Analytics

Year:

2017

Language:

english

File:

PDF, 1.55 MB

english, 2017

5

[IEEE 2016 IEEE 16th International Conference on Data Mining (ICDM) - Barcelona, Spain (2016.12.12-2016.12.15)] 2016 IEEE 16th International Conference on Data Mining (ICDM) - Structure Selection for Convolutive Non-negative Matrix Factorization Using Normalized Maximum Likelihood Coding

Suzuki, Atsushi, Miyaguchi, Kohei, Yamanishi, Kenji

Year:

2016

Language:

english

File:

PDF, 552 KB

english, 2016

6

[IEEE 2017 IEEE International Conference on Big Data (Big Data) - Boston, MA (2017.12.11-2017.12.14)] 2017 IEEE International Conference on Big Data (Big Data) - Detecting changes in streaming data with information-theoretic windowing

Kaneko, Ryoya, Miyaguchi, Kohei, Yamanishi, Kenji

Year:

2017

Language:

english

File:

PDF, 1.65 MB

english, 2017

7

Pathogen recognition of a novel C-type lectin from Marsupenaeus japonicus reveals the divergent sugar-binding specificity of QAP motif

Alenton, Rod Russel R., Koiwai, Keiichiro, Miyaguchi, Kohei, Kondo, Hidehiro, Hirono, Ikuo

Journal:

Scientific Reports

Year:

2017

Language:

english

File:

PDF, 1.81 MB

english, 2017

8

[IEEE 2016 IEEE International Conference on Big Data (Big Data) - Washington DC,USA (2016.12.5-2016.12.8)] 2016 IEEE International Conference on Big Data (Big Data) - Detecting gradual changes from data stream using MDL-change statistics

Yamanishi, Kenji, Miyaguchi, Kohei

Year:

2016

Language:

english

File:

PDF, 498 KB

english, 2016

9

Cogra: Concept-Drift-Aware Stochastic Gradient Descent for Time-Series Forecasting

Miyaguchi, Kohei, Kajino, Hiroshi

Journal:

Proceedings of the AAAI Conference on Artificial Intelligence

Year:

2019

Language:

english

File:

PDF, 1.02 MB

english, 2019

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