CiNii Articles - 統計的学習

1

Statistical learning machines PLRM, dPLRM and their applications in medicine [in Japanese]

田邉國士

医学のあゆみ 274(9), 718-723, 2020-08-29

Ichushi Web
2

Motion Generation Based on Statistical Learning of Daily Life Object Shapes and Human Motions [in Japanese]

TAJIMA Sho , KAWAKUBO Atsushi , TSUJI Tokuo , SUZUKI Yosuke , WATANABE Tetsuyou , MIYAUCHI Shoko , MOROOKA Ken'ichi , HARADA Kensuke , SEKI Hiroaki

<p>This paper presents a method for generating robot motions for daily tasks by learning the relationship between daily life objects shapes and human motions. Robots are required to handle multi …

The Proceedings of JSME annual Conference on Robotics and Mechatronics (Robomec) 2020(0), 2A1-M17, 2020

J-STAGE
3

Aligned Structures as a basis of Knowledge Acquisition:How a Set of Events be Constructed? [in Japanese]

YAMAKAWA Hiroshi Yamakawa

<p>Statistical learning acquire knowledge from the environment based on counting the number of occurrences of events. Thus, flexibly defining a set of events contributes to an expanded range of …

Proceedings of the Annual Conference of JSAI JSAI2020(0), 2D6OS18c04-2D6OS18c04, 2020

J-STAGE
4

Statistical Learning Theory of Nonnegative Matrix Factorization and Multiple Data Analysis

幸島匡宏 , Kohjima Masahiro

2019-03

IR
5

実効性のあるスポーツ外傷予防戦略の確立に向けた歩み [in Japanese]

小笠原一生

… また、姿勢動揺特性からACL損傷リスクの高い集団を前向き的に判別するデータ駆動型手法(統計的学習)も取り入れてきた。 …

Japan Society of Physical Education, Health and Sport Sciences Conference Proceedings 70(0), 52_1-52_1, 2019

J-STAGE
6

Tutorial : Statistical Learning Theory and Its Application to Deep Learning [in Japanese]

鈴木大慈

応用数理 = Bulletin of the Japan Society for Industrial and Applied Mathematics 28(4), 172-177, 2018-12
7

機械学習と数理統計 : 統計的学習理論を通じて (特集機械学習の数理 : 数理的背景と実世界との関わりに迫る) [in Japanese]

鈴木大慈

数理科学 56(8), 20-25, 2018-08
8

Statistical Learning Theory and Its Application to Deep Learning [in Japanese]

Suzuki Taiji

Bulletin of the Japan Society for Industrial and Applied Mathematics 28(4), 28-33, 2018

J-STAGE
9

Learning Theory of Multiple Kernel Learning [in Japanese]

Suzuki Taiji

<p>We review convergence rate analyses about multiple kernel leaning (MKL) by regularization methods and a Bayes method. As for regularization methods, we show convergence rates for ℓ<sub> …

Journal of the Japan Statistical Society, Japanese Issue 47(2), 141-157, 2018

J-STAGE
10

統計的学習モデルを利用した日本語慣用句の意味的曖昧性解消 [in Japanese]

宮田周 , 竹内孔一

… で現れた場合，それが慣用句的な意味かまたは字義的な意味で使われているか，という意味的曖昧性が存在する．先行研究では，慣用句表現を含む文に対して人手でどちらの意味かを判定した慣用句コーパスが構築されている．そこで本論文では，慣用句の周辺に現れる単語の特徴量を組み合わせた統計的学習モデルを構築し，曖昧性解消を行う．日本語慣用句コーパスを用いて実験を行い，先行研究との比較を行う． …

第79回全国大会講演論文集 2017(1), 599-600, 2017-03-16

IPSJ IR
11

Statistical Learning under Class-prior Change: Class-prior Estimation and Its Application for High-dimensional Classification

川久保秀子 , Kawakubo Hideko

2017-03

IR
12

Statistical Learning under Class-prior Change: Class-prior Estimation and Its Application for High-dimensional Classification

川久保秀子 , Kawakubo Hideko

2017-03

IR
13

Discriminative analysis for predicting hepatotoxicity by statistical learning [in Japanese]

TAKESHITA Jun-ichi

化学物質の有害性評価において、動物実験代替法の開発が国際的に求められている。しかし、反復投与毒性試験に関してはその開発はほとんど進んでいない。そこで、ラットのインビボデータベースと化学物質の分子記述子を用いてラット肝毒性を判別する統計モデルの構築を試みた。しかし、克服すべき問題点が2つあった。(1)モデルの説明変数の候補である分子記述子の数が学習用化合物の数よりも多い。(2)毒性を示す化合物数が、 …

Annual Meeting of the Japanese Society of Toxicology 44.1(0), S1-4, 2017

J-STAGE
14

Construction of Japanese Semantic Role Labeling System Using Hierarchical Tag Context Trees Extracted from Tail Expressions of Dependency Elements [in Japanese]

石原靖弘 , 竹内孔一

In recent natural language processing, semantic role labeling (SRL) which determines semantic relations between predicates and their arguments have been studied especially for English language. In Eng …

情報処理学会論文誌 57(7), 1611-1626, 2016-07-15

IPSJ
15

Statistical Learning from the Wisdom of Crowds

ZHANG HAO , Zhang Hao

2016-03

IR
16

ヘテロなデータに対する統計的学習を用いた傾向スコア推定 [in Japanese]

内橋堅志 , 兼村厚範

Proceedings of the Annual Conference of JSAI JSAI2016(0), 2E32-2E32, 2016

J-STAGE
17

Aggregating Differentially Private Weak Learners [in Japanese]

南賢太郎 , 荒井ひろみ , 佐藤一誠 , 中川裕志

When the dataset is distributed over a number of organizations, one can expect the improvement of data analysis by sharing the dataset each other. However, if the dataset consists of personal informat …

情報処理学会論文誌数理モデル化と応用（TOM） 8(2), 31-43, 2015-07-24

IPSJ
18

A Computational Approach to Hairstyle Fitting Based on Statistic Leaning [in Japanese]

茅暁陽

コスメトロジー研究報告 23, 167-172, 2015
19

Evaluation Criteria of Statistical Learning when Gaussian Approximation can not be Applied to Likelihood Function [in Japanese]

WATANABE Sumio

Conventional statistical asymptotic theory was established based on the assumption that the likelihood function can be approximated by a Gaussian function, resulting that it can not be applicable to s …

IEICE technical report. Speech 114(151), 31-36, 2014-07-24
20

Music Theory based on Clustering and Statistical Learning σGTTM?: Detection of Local Grouping Boundary [in Japanese]

Kouhei Kanamori , Masatoshi Hamanaka

This report describes the method of detecting local grouping boundary based on the generative theory of tonal music(GTTM) by clustering and statistical learning. It is difficult to implement GTTM on c …

IPSJ SIG Notes 2014-MUS-102(2), 1-7, 2014-02-16

Search Results 1-20 of 173

Related Authors

Related Journals