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Technical Committee on Neurocomputing (NC) (Searched in: 2015)
Search Results: Keywords 'from:2015-06-23 to:2015-06-23'
| Committee | Date Time | Place | Paper Title / Authors | Abstract | Paper # | |
| NC, IPSJ-BIO, IBISML, IPSJ-MPS (Joint) [detail] |
2015-06-23 09:30 |
Okinawa | Okinawa Institute of Science and Technology | Principal component analysis-based unsupervised feature extraction applied to in silico drug discovery for posttraumatic stress disorder-mediated heart disease Y-h. Taguchi, Mitsuo Iwadate, Hideaki Umeyama (Chuo Univ)  IBISML2015-1 |
Background Feature extraction (FE) is difficult, particularly if there are more features than samples, as small sample ... [more] |
IBISML2015-1 pp.1-8 |
| NC, IPSJ-BIO, IBISML, IPSJ-MPS (Joint) [detail] |
2015-06-23 09:55 |
Okinawa | Okinawa Institute of Science and Technology | Discovering Temporal Dynamics of Consumer's Purchase Decisions based on Hierarchical Time-Rescaling Model Hideaki Kim, Noriko Takaya, Hiroshi Sawada (NTT) IBISML2015-2 |
With the explosive growth of information technology, industrial practitioners now have the potential to communicate with... [more] | IBISML2015-2 pp.9-14 |
| NC, IPSJ-BIO, IBISML, IPSJ-MPS (Joint) [detail] |
2015-06-23 10:20 |
Okinawa | Okinawa Institute of Science and Technology | Analysis of Travel Behaviors using Nonnegative Multiple Tensor Factorization Yusuke Kumagae, Ryota Imai, Tatsushi Matsubayashi, Yoshihide Sato, Tsutomu Horioka (NTT) IBISML2015-3 |
To have tourists enjoy the sightseeing, it is important for the information provider to grasp the aim of tour and to und... [more] | IBISML2015-3 pp.15-19 |
| NC, IPSJ-BIO, IBISML, IPSJ-MPS (Joint) [detail] |
2015-06-23 10:45 |
Okinawa | Okinawa Institute of Science and Technology | A Study on Non-negative Matrix Factorization for Integrated Analysis of Visiting and Rating Information Masahiro Kohjima, Tatsushi Matsubayashi, Hiroshi Sawada (NTT) IBISML2015-4 |
As the number of projects on data collection and analysis increases in many business fields, it is required that the met... [more] | IBISML2015-4 pp.21-26 |
| NC, IPSJ-BIO, IBISML, IPSJ-MPS (Joint) [detail] |
2015-06-23 11:10 |
Okinawa | Okinawa Institute of Science and Technology | Corpus and Topic Scalable Topic Model Soma Yokoi, Issei Sato, Hiroshi Nakagawa (UTokyo) IBISML2015-5 |
It is known that topic model with high dimensional topics improves IR performance like search engines and online adverti... [more] | IBISML2015-5 pp.27-31 |
| NC, IPSJ-BIO, IBISML, IPSJ-MPS (Joint) [detail] |
2015-06-23 11:35 |
Okinawa | Okinawa Institute of Science and Technology | Multiple Latent Space GTM for Visualization of Tensorial Data Kazushi Higa, Tetsuo Furukawa (Kyutech) IBISML2015-6 |
The generative topographic map (GTM) is a continuous latent space model, which enables to visualize a high-dimensional d... [more] | IBISML2015-6 pp.33-38 |
| NC, IPSJ-BIO, IBISML, IPSJ-MPS (Joint) [detail] |
2015-06-23 13:00 |
Okinawa | Okinawa Institute of Science and Technology | Differential Privacy and Pseudo-Bayesian Posterior Kentaro Minami, Hiromi Arai, Issei Sato, Hiroshi Nakagawa (The University of Tokyo) IBISML2015-7 |
We investigate relationship between differential privacy and pseudo-Bayesian posterior distributions. Recently, Wang, et... [more] | IBISML2015-7 pp.39-46 |
| NC, IPSJ-BIO, IBISML, IPSJ-MPS (Joint) [detail] |
2015-06-23 13:25 |
Okinawa | Okinawa Institute of Science and Technology | Differentially Private Multiple Hypothesis Testing Kazuya Kakizaki, Jun Sakuma (Tsukuba Univ.) IBISML2015-8 |
Statistical hypothesis testing using test statistics ($p$-value) are commonly used for identification of new scientific ... [more] | IBISML2015-8 pp.47-54 |
| NC, IPSJ-BIO, IBISML, IPSJ-MPS (Joint) [detail] |
2015-06-23 13:50 |
Okinawa | Okinawa Institute of Science and Technology | Lasso Granger Causality Estimation Considering Smoothness of Causality from Time Series Data Hitoshi Abe, Jun Sakuma (Tsukuba Univ.) IBISML2015-9 |
Recently, various services for real world problems continually produce huge amount of time series data. Determination of... [more] | IBISML2015-9 pp.55-62 |
| NC, IPSJ-BIO, IBISML, IPSJ-MPS (Joint) [detail] |
2015-06-23 14:15 |
Okinawa | Okinawa Institute of Science and Technology | Efficient sparse learning for combinatorial model by using safe screening approach Kazuya Nakagawa, Shinya Suzumura, Masayuki Karasuyama, Ichiro Takeuchi (NIT) IBISML2015-10 |
In a variety of machine learning tasks, it has been desired to incorporate high-order interaction effects of multiple co... [more] | IBISML2015-10 pp.63-68 |
| NC, IPSJ-BIO, IBISML, IPSJ-MPS (Joint) [detail] |
2015-06-23 14:40 |
Okinawa | Okinawa Institute of Science and Technology | Selective inference for high-order interaction model Shinya Suzumura, Kazuya Nakagawa (NIT), Koji Tsuda (UT), Ichiro Takeuchi (NIT) IBISML2015-11 |
Finding statistically significant high-order interaction features in predictive modeling is important but challenging ta... [more] | IBISML2015-11 pp.69-74 |
| NC, IPSJ-BIO, IBISML, IPSJ-MPS (Joint) [detail] |
2015-06-23 15:05 |
Okinawa | Okinawa Institute of Science and Technology | Lazy Transfer Leanring Song Liu, Kenji Fukumizu (ISM) IBISML2015-12 |
The concept of Transfer Learning frequently rises when one has already acquired a general-purpose classifier (e.g. human... [more] | IBISML2015-12 pp.75-80 |
| NC, IPSJ-BIO, IBISML, IPSJ-MPS (Joint) [detail] |
2015-06-23 15:45 |
Okinawa | Okinawa Institute of Science and Technology | A Bridge between Hedge and Exp3 Algorithms Atsuyoshi Nakamura (Hokkaido Univ.) IBISML2015-13 |
Hedge is an online learning algorithm that draws an expert according to a probability distribution which depends on the ... [more] | IBISML2015-13 pp.81-86 |
| NC, IPSJ-BIO, IBISML, IPSJ-MPS (Joint) [detail] |
2015-06-23 16:10 |
Okinawa | Okinawa Institute of Science and Technology | Optimal Algorithms in Dueling Bandit Problem Junpei Komiyama, Junya Honda (U-Tokyo), Hisashi Kashima (Kyoto University), Hiroshi Nakagawa (U-Tokyo) IBISML2015-14 |
We study the K-armed dueling bandit problem, a variation of the standard stochastic bandit problem where the feedback is... [more] | IBISML2015-14 pp.87-94 |
| NC, IPSJ-BIO, IBISML, IPSJ-MPS (Joint) [detail] |
2015-06-23 16:35 |
Okinawa | Okinawa Institute of Science and Technology | Inverse reinforcemnet learing based on behaviors of a learning agent Shunsuke Sakurai, Shigeyuki Oba, Shin Ishii (Kyoto Univ.) IBISML2015-15 |
An appropriate design of reward function is important for reinforcement learning to efficiently obtain an optimal policy... [more] | IBISML2015-15 pp.95-99 |
| NC, IPSJ-BIO, IBISML, IPSJ-MPS (Joint) [detail] |
2015-06-23 17:00 |
Okinawa | Okinawa Institute of Science and Technology | Risk Bound of Lasso Based on MDL Theory Masanori Kawakita, Yushin Toyokihara, Jun'ichi Takeuchi (Kyushu Univ.) IBISML2015-16 |
We derive a risk bound of lasso in random design linear regression. Past works of MDL principle revealed that penalized... [more] |
IBISML2015-16 pp.101-107 |
| NC, IPSJ-BIO, IBISML, IPSJ-MPS (Joint) [detail] |
2015-06-23 17:25 |
Okinawa | Okinawa Institute of Science and Technology | A Bayesian Estimator of Mutual Information and its Application to Tests of Independence Joe Suzuki (Osaka Univ.) IBISML2015-17 |
[more] | IBISML2015-17 pp.109-116 |
| NC, IPSJ-BIO, IBISML, IPSJ-MPS (Joint) [detail] |
2015-06-24 11:00 |
Okinawa | Okinawa Institute of Science and Technology | Tracking multiple cells with a spatial particle filter Osamu Hirose, Shotaro Kawaguchi (Kanazawa Univ.), Terumasa Tokunaga (Kyutech), Yu Toyoshima (Univ. Tokyo), Takayuki Teramoto, Sayuri Kuge, Takeshi Ishihara (Kyushu Univ.), Yuichi Iino (Univ. Tokyo), Ryo Yoshida (ISM) IBISML2015-18 |
[more] | IBISML2015-18 pp.137-141 |
| NC, IPSJ-BIO, IBISML, IPSJ-MPS (Joint) [detail] |
2015-06-24 11:25 |
Okinawa | Okinawa Institute of Science and Technology | Repulsive parallel MCMC algorithm for discovering diverse motifs from large sequence sets. Hisaki Ikebata (SOKENDAI), Ryo Yoshida (ISM) IBISML2015-19 |
It is important to predict TFBSs (transcription factor binding sites) for the elucidation of the mechanism in gene regul... [more] | IBISML2015-19 pp.143-147 |
| NC, IPSJ-BIO, IBISML, IPSJ-MPS (Joint) [detail] |
2015-06-24 11:50 |
Okinawa | Okinawa Institute of Science and Technology | Spatial structures of neuronal synchronization in the cat area 17 and 18 Hiroki Tanaka (Kyoto Sangyo Univ.), Hiroshi Tamura, Izumi Ohzawa (Osaka Univ) NC2015-1 |
Neuronal correlation occurs in various time-scales. In particular, there are correlations of a time-scale of millisecond... [more] | NC2015-1 pp.21-26 |
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