Optuna

Autor: Takeru Ohta, Shotaro Sano, Toshihiko Yanase, Masanori Koyama, Takuya Akiba

Publikováno v: KDD

The purpose of this study is to introduce new design-criteria for next-generation hyperparameter optimization software. The criteria we propose include (1) define-by-run API that allows users to construct the parameter search space dynamically, (2) e

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::25e50e44d988c0b667ca04b5ff35c59d
https://doi.org/10.1145/3292500.3330701

A System to Construct an Interest Model of User Based on Information in Browsed Web Page by User

Autor: Kosuke Kawazu, Takeru Ohta, Takashi Maeno, Masakazu Murao, Masayoshi Mase

Publikováno v: Human-Computer Interaction. Ambient, Ubiquitous and Intelligent Interaction ISBN: 9783642025792
HCI (3)

In these days, they expect that computers comprehend characteristics of the user, for example interest and liking, to interact with computers. In this study, we constructed a system to construct an interest model of the user based on information in b

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::907492b290499a2c7449fd33ffb4ebba
https://doi.org/10.1007/978-3-642-02580-8_33

Interpretation of the effect of transient process data on part quality of injection molding based on explainable artificial intelligence.

Autor: Gim, Jinsu^1,2 (AUTHOR), Turng, Lih-Sheng^1,2 (AUTHOR) turng@engr.wisc.edu

Publikováno v: International Journal of Production Research. Dec2023, Vol. 61 Issue 23, p8192-8212. 21p.

머신러닝 스태킹 앙상블을 이용한 자율주행 자동차 RADAR 성능 향상.

Autor: 장시연^1,2,3 siyeonjang@gmail.com, 최혜림^4,5,6 chtr1223@gmail.com, 오윤주^7,8,9 chunkuk1994@gmail.com

Publikováno v: Journal of Internet Computing & Services. Apr2024, Vol. 25 Issue 2, p21-28. 8p.

Development of machine learning analyses with graph neural network for the WASA-FRS experiment.

Autor: Ekawa, H.¹ (AUTHOR) hiroyuki.ekawa@riken.jp, Dou, W.^1,2 (AUTHOR), Gao, Y.^1,3,4 (AUTHOR), He, Y.^1,5 (AUTHOR), Kasagi, A.^1,6 (AUTHOR), Liu, E.^1,3,4 (AUTHOR), Muneem, A.^1,7 (AUTHOR), Nakagawa, M.¹ (AUTHOR), Rappold, C.⁸ (AUTHOR), Saito, N.¹ (AUTHOR), Saito, T. R.^1,5,9 (AUTHOR), Taki, M.¹⁰ (AUTHOR), Tanaka, Y. K.¹ (AUTHOR), Wang, H.¹ (AUTHOR), Yoshida, J.^1,11 (AUTHOR)

Publikováno v: European Physical Journal A -- Hadrons & Nuclei. May2023, Vol. 59 Issue 5, p1-13. 13p.