Information and Systems-Information-Based Induction Sciences and Machine Learning(Date:2020/03/10)

Presentation
Principal Component Analysis Based on the Mode Estimation

Keishi Sando(Univ. of Tsukuba),  Hideitsu Hino(ISM/RIKEN),  

[Date]2020-03-10
[Paper #]IBISML2019-34
Factorization Machineにおけるスパース正則化を用いた組合せ特徴選択

,  ,  ,  

[Date]2020-03-10
[Paper #]IBISML2019-35
An Ensemble Learning for Change Point Detection in Concept Drift

Khai Q. Tran(SECOM),  Masahiro Matsunaga(SECOM),  

[Date]2020-03-10
[Paper #]IBISML2019-36
Electrical Power Demand Forecast of an Outdoor Sport Facility Using Binary Tree and Multiple Regression

Masayuki Nishiyama(Kyushu Univ.),  Ryohei Funaki(Kyushu Univ.),  Junichi Murata(Kyushu Univ.),  

[Date]2020-03-10
[Paper #]IBISML2019-37
EM Algorithm for Mixture Models in Shape Analysis

Kazunori Iwata(Hiroshima City Univ.),  

[Date]2020-03-10
[Paper #]IBISML2019-33
Multi-modal Personal Authentication System Using CNN with Voice and Aerial Signature

Shogo Takaoka(NIT, Toyama College),  Takeshi Yoshida(NIT, Toyama College),  Takuya Kitamura(NIT, Toyama College),  

[Date]2020-03-10
[Paper #]IBISML2019-38
Improvement of Personal Authentication by Aerial Signature

Takeshi Yoshida(NITT),  Takuya Kitamura(NITT),  

[Date]2020-03-10
[Paper #]IBISML2019-39
Calibrated Surrogate Maximization of Linear-Fractional Utility in Binary Classification

Han Bao(Univ. of Tokyo/RIKEN),  Masashi Sugiyama(RIKEN/Univ. of Tokyo),  

[Date]2020-03-11
[Paper #]IBISML2019-43
Regret analysis of Thompson sampling using a general beta prior

Yuto Kawamura(Kyoto Univ.),  Toshiyuki Tanaka(Kyoto Univ.),  

[Date]2020-03-11
[Paper #]IBISML2019-49
Multi-cross Hinge Loss for Unbalanced Multi-class Classification

Shumpei Kurora(Wakayama Univ),  Hirotaka Hachiya(Wakayama Univ/RIKEN),  Udai Shimada(MRI),  Naonori Ueda(RIKEN),  

[Date]2020-03-11
[Paper #]IBISML2019-44
Subspace Representation for Graphs

Junki Ishikawa(Tsukuba Univ.),  Hiroaki Shiokawa(Tsukuba Univ.),  Kazuhiro Fukui(Tsukuba Univ.),  

[Date]2020-03-11
[Paper #]IBISML2019-40
Pre-training for Action Classification Task Using Video Frame Prediction Task

Hidemoto Nakada(AIST),  Hideki Asoh(AIST),  

[Date]2020-03-11
[Paper #]IBISML2019-45
Sentence Visualization Based on Relative Sentence Embeddings

Haruya Ishizuka(Bridgestone Corp.),  Daichi Mochihashi(ISM),  

[Date]2020-03-11
[Paper #]IBISML2019-42
Fairness Causes Vulnerability to Adversarial Attacks

Koki Wataoka(Kobe Univ.),  Takashi Matsubara(Kobe Univ.),  Kuniaki Uehara(Kobe Univ.),  

[Date]2020-03-11
[Paper #]IBISML2019-48
乱択と線形計画法に基づくソフトマージン最適化

Ryotaro Mitsuboshi(Kyushu Univ.),  Kohei Hatano(Kyushu Univ./Riken AIP),  Eiji Takimoto(Kyushu Univ.),  

[Date]2020-03-11
[Paper #]IBISML2019-47
Knowledge Graph Completion by Separating Transition and Score Functions

Kenta Hama(Kobe Univ.),  Takashi Matsubara(Kobe Univ.),  Kuniaki Uehara(Kobe Univ.),  

[Date]2020-03-11
[Paper #]IBISML2019-41
Accuracy of Brain Tumor Detection and Classification Based on Under Sampled k-Space Signals

Tania Sultana(Kyushu Univ.),  Sho Kurosaki(Kyushu Univ.),  Yutaka Jitsumatsu(Kyushu Univ.),  Junichi Takeuchi(Kyushu Univ.),  

[Date]2020-03-11
[Paper #]IBISML2019-46