IEICE Technical Report

Online edition: ISSN 2432-6380

Volume 119, Number 476

Infomation-Based Induction Sciences and Machine Learning

Workshop Date : 2020-03-10 - 2020-03-11 / Issue Date : 2020-03-03

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Table of contents

IBISML2019-33
EM Algorithm for Mixture Models in Shape Analysis
Kazunori Iwata (Hiroshima City Univ.)
pp. 1 - 7

IBISML2019-34
Principal Component Analysis Based on the Mode Estimation
Keishi Sando (Univ. of Tsukuba), Hideitsu Hino (ISM/RIKEN)
pp. 9 - 16

IBISML2019-35

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pp. 17 - 24

IBISML2019-36
An Ensemble Learning for Change Point Detection in Concept Drift
Khai Q. Tran, Masahiro Matsunaga (SECOM)
pp. 25 - 31

IBISML2019-37
Electrical Power Demand Forecast of an Outdoor Sport Facility Using Binary Tree and Multiple Regression
Masayuki Nishiyama, Ryohei Funaki, Junichi Murata (Kyushu Univ.)
pp. 33 - 35

IBISML2019-38
Multi-modal Personal Authentication System Using CNN with Voice and Aerial Signature
Shogo Takaoka, Takeshi Yoshida, Takuya Kitamura (NIT, Toyama College)
pp. 37 - 43

IBISML2019-39
Improvement of Personal Authentication by Aerial Signature
Takeshi Yoshida, Takuya Kitamura (NITT)
pp. 45 - 50

IBISML2019-40
Subspace Representation for Graphs
Junki Ishikawa, Hiroaki Shiokawa, Kazuhiro Fukui (Tsukuba Univ.)
pp. 51 - 57

IBISML2019-41
Knowledge Graph Completion by Separating Transition and Score Functions
Kenta Hama, Takashi Matsubara, Kuniaki Uehara (Kobe Univ.)
pp. 59 - 62

IBISML2019-42
Sentence Visualization Based on Relative Sentence Embeddings
Haruya Ishizuka (Bridgestone Corp.), Daichi Mochihashi (ISM)
pp. 63 - 70

IBISML2019-43
Calibrated Surrogate Maximization of Linear-Fractional Utility in Binary Classification
Han Bao (Univ. of Tokyo/RIKEN), Masashi Sugiyama (RIKEN/Univ. of Tokyo)
pp. 71 - 78

IBISML2019-44
Multi-cross Hinge Loss for Unbalanced Multi-class Classification
Shumpei Kurora (Wakayama Univ), Hirotaka Hachiya (Wakayama Univ/RIKEN), Udai Shimada (MRI), Naonori Ueda (RIKEN)
pp. 79 - 84

IBISML2019-45
Pre-training for Action Classification Task Using Video Frame Prediction Task
Hidemoto Nakada, Hideki Asoh (AIST)
pp. 85 - 90

IBISML2019-46
Accuracy of Brain Tumor Detection and Classification Based on Under Sampled k-Space Signals
Tania Sultana, Sho Kurosaki, Yutaka Jitsumatsu, Junichi Takeuchi (Kyushu Univ.)
pp. 91 - 94

IBISML2019-47
(See Japanese page.)
pp. 95 - 100

IBISML2019-48
Fairness Causes Vulnerability to Adversarial Attacks
Koki Wataoka, Takashi Matsubara, Kuniaki Uehara (Kobe Univ.)
pp. 101 - 105

IBISML2019-49
Regret analysis of Thompson sampling using a general beta prior
Yuto Kawamura, Toshiyuki Tanaka (Kyoto Univ.)
pp. 107 - 112

Note: Each article is a technical report without peer review, and its polished version will be published elsewhere.


The Institute of Electronics, Information and Communication Engineers (IEICE), Japan