Committee |
Date Time |
Place |
Paper Title / Authors |
Abstract |
Paper # |
IBISML |
2013-07-18 09:45 |
Tokyo |
Nishiwaseda Campus (Waseda univ.) |
The Universal Bayesian Measures Joe Suzuki (Osaka Univ.) IBISML2013-1 |
[more] |
IBISML2013-1 pp.1-6 |
IBISML |
2013-07-18 10:10 |
Tokyo |
Nishiwaseda Campus (Waseda univ.) |
Clustering Unclustered Data
-- Unsupervised Binary Labeling of Two Datasets Having Different Class Balances -- Marthinus Christoffel du Plessis, Masashi Sugiyama (TokyoTech) IBISML2013-2 |
[more] |
IBISML2013-2 pp.7-14 |
IBISML |
2013-07-18 10:35 |
Tokyo |
Nishiwaseda Campus (Waseda univ.) |
Direct Approximation of Quadratic Mutual Information and Its Application to Dependence-Maximization Clustering Janya Sainui, Masashi Sugiyama (TokyoTech) IBISML2013-3 |
[more] |
IBISML2013-3 pp.15-18 |
IBISML |
2013-07-18 11:05 |
Tokyo |
Nishiwaseda Campus (Waseda univ.) |
Online learning from Crowds Tran Quang Khai, Jun Sakuma (Univ. of Tsukuba) IBISML2013-4 |
In our paper, we propose an online learning algorithm for classification problems using crowdsourcing services. By using... [more] |
IBISML2013-4 pp.19-26 |
IBISML |
2013-07-18 11:30 |
Tokyo |
Nishiwaseda Campus (Waseda univ.) |
Estimation of Local Coordinates in Low Dimensional Subspace based on Semi-Supervised Learning with Order Constraints
-- Local Coordinate Extraction from Optical Hyperspectral Data of Vegetation -- Kuniaki Uto (Tokyo Tech.) IBISML2013-5 |
We propose a new method, semi-supervised manifold coordinate projection under order constraints (SMCPOC), and the two va... [more] |
IBISML2013-5 pp.27-34 |
IBISML |
2013-07-18 13:25 |
Tokyo |
Nishiwaseda Campus (Waseda univ.) |
A Simultaneous Completion Method for Multiple Relational Data Yutaka Ieiri, Hisashi Kashima (Univ. Tokyo) IBISML2013-6 |
In this paper, we consider a completion problem of
multiple relational data sets with missing values.
In cases where ... [more] |
IBISML2013-6 pp.35-41 |
IBISML |
2013-07-18 13:50 |
Tokyo |
Nishiwaseda Campus (Waseda univ.) |
An improvement of a Neutrality Term in an Information-neutral Recommender System Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh (AIST), Jun Sakuma (Univ. of Tsukuba) IBISML2013-7 |
Information-neutral recommender systems aim to make recommendations whose neutrality from the specified viewpoint is gua... [more] |
IBISML2013-7 pp.43-50 |
IBISML |
2013-07-18 14:20 |
Tokyo |
Nishiwaseda Campus (Waseda univ.) |
Detection of abnormal data based on linear classifiers using local coordinates on a normal class
-- Tree disease detection in hyperspectral forest images -- Kuniaki Uto (Tokyo Tech.) IBISML2013-8 |
We propose a new linear classification method in the framework of the generalized eigenvalue problem in which the singul... [more] |
IBISML2013-8 pp.51-58 |
IBISML |
2013-07-18 14:45 |
Tokyo |
Nishiwaseda Campus (Waseda univ.) |
Pairwise Co-link Propagation Kernel Satoshi Hasegawa, Jun Sakuma (Univ. of Tsukuba) IBISML2013-9 |
We propose a novel pairwise kernel that combines node feature kernels and link structure kernels for
pairwise classific... [more] |
IBISML2013-9 pp.59-66 |
IBISML |
2013-07-18 15:10 |
Tokyo |
Nishiwaseda Campus (Waseda univ.) |
Privacy-preserving Online Logistic Regression Based on Homomorphic Encryption Shuang Wu, Junpei Kawamoto (Univ. of Tsukuba), Hiroaki Kikuchi (Meiji Univ.), Jun Sakuma (Univ. of Tsukuba) IBISML2013-10 |
Preserve the privacy of personal information when conducting statistical analysis has attracted much attention in machin... [more] |
IBISML2013-10 pp.67-74 |
IBISML |
2013-07-18 15:40 |
Tokyo |
Nishiwaseda Campus (Waseda univ.) |
Computer aided image diagnosis system using artificial intelligence for X-ray CT image Tadashi Kondo, Junji Ueno, Shoichiro Takao (Tokushima Univ.) IBISML2013-11 |
A computer aided image diagnosis system using artificial intelligence for X-ray CT image is developed. In this system, a... [more] |
IBISML2013-11 pp.75-80 |
IBISML |
2013-07-18 16:05 |
Tokyo |
Nishiwaseda Campus (Waseda univ.) |
Direct Learning of Sparse Changes in Markov Networks by Density Ratio Estimation Song Liu (Tokyo Tech.), John A. Quinn (Makerere Univ.), Michael U. Gutmann (Univ. of Helsinki), Masashi Sugiyama (Tokyo Tech.) IBISML2013-12 |
We propose a new method for detecting changes in Markov network structure between two sets of samples. Instead of naivel... [more] |
IBISML2013-12 pp.81-88 |