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Special Interest Group on Mathematical Modeling and Problem Solving (IPSJ-MPS)
Chair: Hayaru Shouno
Secretary: Satoshi Ono, Yasuhiro Tajima, Morihiro Hayashida, Tomoharu Iwata, Tetsuya Yoshida, Takeshi Matsuda
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Technical Committee on Neurocomputing (NC)
Chair: Toshimichi Saito (Hosei Univ.) Vice Chair: Shigeo Sato (Tohoku Univ.)
Secretary: Keiichi Horio (Kyushu Inst. of Tech.), Hiroki Tanaka (Kyoto Sangyo Univ.)
Assistant: Hiroyuki Kanbara (Tokyo Inst. of Tech.), Hisanao Akima (Tohoku Univ.)
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Technical Committee on Infomation-Based Induction Sciences and Machine Learning (IBISML)
Chair: Takashi Washio (Osaka Univ.)
Vice Chair: Kenji Fukumizu (ISM), Masashi Sugiyama (Tokyo Inst. of Tech.)
Secretary: Tomoko Matsui (ISM), Shigeyuki Ohba (Kyoto Univ.)
Assistant: Koji Tsuda (Univ. of Tokyo), Hisashi Kashima (Kyoto Univ.)
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Special Interest Group on Bioinformatics and Genomics (IPSJ-BIO)
Chair: Masakazu Sekijima
Secretary: Shigeyuki Oba, Jun Sese, Junichiro Yoshimoto
DATE:
Tue, Jun 23, 2015 09:30 - 17:50
Wed, Jun 24, 2015 09:30 - 17:50
Thu, Jun 25, 2015 09:30 - 17:00
PLACE:
OIST Main Campus Center Buildings(1919-1 Tancha, Onna-son, Kunigami-gun Okinawa, Japan 904-0495. http://www.oist.jp/access-map. Junichiro Yoshimoto (OIST). 098-966-8594)
TOPICS:
Machine Learning Approach to Biodata Mining, and General
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Tue, Jun 23 AM (09:30 - 12:00)
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(1)/IBISML 09:30 - 09:55
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)
(2)/IBISML 09:55 - 10:20
Discovering Temporal Dynamics of Consumer's Purchase Decisions based on Hierarchical Time-Rescaling Model
Hideaki Kim, Noriko Takaya, Hiroshi Sawada (NTT)
(3)/IBISML 10:20 - 10:45
Analysis of Travel Behaviors using Nonnegative Multiple Tensor Factorization
Yusuke Kumagae, Ryota Imai, Tatsushi Matsubayashi, Yoshihide Sato, Tsutomu Horioka (NTT)
(4)/IBISML 10:45 - 11:10
A Study on Non-negative Matrix Factorization for Integrated Analysis of Visiting and Rating Information
Masahiro Kohjima, Tatsushi Matsubayashi, Hiroshi Sawada (NTT)
(5)/IBISML 11:10 - 11:35
Corpus and Topic Scalable Topic Model
Soma Yokoi, Issei Sato, Hiroshi Nakagawa (UTokyo)
(6)/IBISML 11:35 - 12:00
Multiple Latent Space GTM for Visualization of Tensorial Data
Kazushi Higa, Tetsuo Furukawa (Kyutech)
----- Lunch Break ( 60 min. ) -----
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Tue, Jun 23 PM (13:00 - 15:30)
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(7)/IBISML 13:00 - 13:25
Differential Privacy and Pseudo-Bayesian Posterior
Kentaro Minami, Hiromi Arai, Issei Sato, Hiroshi Nakagawa (The University of Tokyo)
(8)/IBISML 13:25 - 13:50
Differentially Private Multiple Hypothesis Testing
Kazuya Kakizaki, Jun Sakuma (Tsukuba Univ.)
(9)/IBISML 13:50 - 14:15
Lasso Granger Causality Estimation Considering Smoothness of Causality from Time Series Data
Hitoshi Abe, Jun Sakuma (Tsukuba Univ.)
(10)/IBISML 14:15 - 14:40
Efficient sparse learning for combinatorial model by using safe screening approach
Kazuya Nakagawa, Shinya Suzumura, Masayuki Karasuyama, Ichiro Takeuchi (NIT)
(11)/IBISML 14:40 - 15:05
Selective inference for high-order interaction model
Shinya Suzumura, Kazuya Nakagawa (NIT), Koji Tsuda (UT), Ichiro Takeuchi (NIT)
(12)/IBISML 15:05 - 15:30
Lazy Transfer Leanring
Song Liu, Kenji Fukumizu (ISM)
----- Break ( 15 min. ) -----
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Tue, Jun 23 PM (15:45 - 17:50)
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(13)/IBISML 15:45 - 16:10
A Bridge between Hedge and Exp3 Algorithms
Atsuyoshi Nakamura (Hokkaido Univ.)
(14)/IBISML 16:10 - 16:35
Optimal Algorithms in Dueling Bandit Problem
Junpei Komiyama, Junya Honda (U-Tokyo), Hisashi Kashima (Kyoto University), Hiroshi Nakagawa (U-Tokyo)
(15)/IBISML 16:35 - 17:00
Inverse reinforcemnet learing based on behaviors of a learning agent
Shunsuke Sakurai, Shigeyuki Oba, Shin Ishii (Kyoto Univ.)
(16)/IBISML 17:00 - 17:25
Risk Bound of Lasso Based on MDL Theory
Masanori Kawakita, Yushin Toyokihara, Jun'ichi Takeuchi (Kyushu Univ.)
(17)/IBISML 17:25 - 17:50
A Bayesian Estimator of Mutual Information and its Application to Tests of Independence
Joe Suzuki (Osaka Univ.)
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Wed, Jun 24 AM (09:30 - 10:45)
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(18) 09:30 - 09:55
[MPS] びまん性肺疾患識別における Deep Convolutional Neural Network 特徴の解析
○ 鈴木聡志(電通大), 庄野逸(電通大), 木戸尚治(山口大)
(19) 09:55 - 10:20
[MPS] 推薦の粒度を学習の進展に応じて切り替えるmulti-armed banditアルゴリズム
○ 宇田川拓郎(NTTソフト), 渡邉卓也(ヱヂリウム), 山中章裕(NTTソフト), 室井浩明(ヱヂリウム), 東山昌彦(NTTデータ), 小田哲(NTTソフト), 小
田桐優理(ドワンゴ), 宮井康宏(ドワンゴ), 志村誠(ドワンゴ), 本庄利守(NTTソフト)
(20) 10:20 - 10:45
[MPS] 文字列の集合上の Laplace 様混合モデルと EM アルゴリズムに基づく文字列クラスタリング
○ 小谷野仁(京大), 林田守広(京大), 阿久津達也(京大)
----- Break ( 15 min. ) -----
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Wed, Jun 24 AM (11:00 - 12:15)
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(21)/IBISML 11:00 - 11:25
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)
(22)/IBISML 11:25 - 11:50
Repulsive parallel MCMC algorithm for discovering diverse motifs from large sequence sets.
Hisaki Ikebata (SOKENDAI), Ryo Yoshida (ISM)
(23)/NC 11:50 - 12:15
Spatial structures of neuronal synchronization in the cat area 17 and 18
Hiroki Tanaka (Kyoto Sangyo Univ.), Hiroshi Tamura, Izumi Ohzawa (Osaka Univ)
----- Lunch Break ( 75 min. ) -----
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Wed, Jun 24 PM (13:30 - 14:45)
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(24) 13:30 - 13:55
[MPS] MCMCサンプリングに基づく海洋環境因子ネットワーク解析
◯岡西孝真 (京都大), 加藤有己 (京都大), 藤村弘行 (琉球大), 中野義勝 (琉球大), 須田彰一郎 (琉球大), 曽根秀子 (国立環境研究所), 藤渕航 (京都大)
(25) 13:55 - 14:20
[MPS] SVMとDeep Learningに基づくヒトc-Yesキナーゼ阻害化合物の予測
◯鈴木翔吾 (東工大), 柳澤渓甫 (東工大), 大上雅史 (東工大), 石田貴士 (東工大), 秋山泰 (東工大)
(26)/NC 14:20 - 14:45
A theoretical study of binocular rivalry in Drosophila
-- Stable structure analysis of a visual system --
Shun Nakamoto, Yoshinori Suzuki (Tokyo Tech.), Takako Morimoto, Hiroyoshi Miyakawa (Tokyo Univ of Pharmacy and Life Sciences), Toru Aonishi (Tokyo Tech.)
----- Break ( 15 min. ) -----
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Wed, Jun 24 PM (15:00 - 17:50)
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(27) 15:00 - 15:50
[Invited Talk] How do we define the reward in reinforcement learning?
Eiji Uchibe (OIST)
----- Break ( 10 min. ) -----
(28) 16:00 - 16:50
[Invited Talk]
Deep Convolutional Neural Network Neocognitron and its Advances
Kunihiko Fukushima (FLSI)
----- Break ( 10 min. ) -----
(29) 17:00 - 17:50
[Invited Talk]
Kozo Kaibuchi (Nagoya University)
Exploring the mechanisms which control emotions and their memories by phosphoproteomic analysis
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Thu, Jun 25 AM (09:30 - 12:00)
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(30)/IBISML 09:30 - 09:55
Online Density Estimation of Bradley-Terry Models
Issei Matsumoto (Toyota), Kohei Hatano, Eiji Takimoto (Kyushu U.)
(31)/IBISML 09:55 - 10:20
Computational Complexity Reduction for Functional Connectivity Estimation in Large Scale Neural Network
JeongHun Baek, Shigeyuki Oba (Kyoto Univ.), Junichiro Yoshimoto, Kenji Doya (OIST), Shin Ishii (Kyoto Univ.)
(32)/IBISML 10:20 - 10:45
e-Bagging: The Information Geometric Dual of Breiman's Bagging
-- An Application to the Nadaraya-Watson Regression with the k-Nearest Neighbor Crossover Kernel --
Naoki Hamada, Hiroyuki Higuchi, Katsumi Homma (Fujitsu Labs.)
(33)/IBISML 10:45 - 11:10
Prediction of the opening weekend box office results
Masashi Okazaki (Univ Ryukyus), Ryuichiro Nagasaka (Tokyo Tech), Ryota Miyata (Univ Ryukyus)
(34)/IBISML 11:10 - 11:35
Statistical and information-theoretical analysis of the sumo wrestling tournament
Shoukei Gushiken, Ryota Miyata (Univ Ryukyus)
(35)/IBISML 11:35 - 12:00
A Study of GMPIA
Tsuneo Sawa (YKI)
----- Lunch Break ( 105 min. ) -----
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Thu, Jun 25 PM (13:20 - 15:00)
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(36)/NC 13:20 - 13:45
An LSI Implementation of a Neural Network Model for Detecting Local Image Motion in the Visual Cortex
Hisanao Akima, Satoshi Moriya (Tohoku Univ.), Susumu Kawakami, Masafumi Yano (Tohoku Univ.), Koji Nakajima, Masao Sakuraba, Shigeo Sato (Tohoku Univ.)
(37)/NC 13:45 - 14:10
Evaluation of the role of ipsi-lateral feedback and commissural inhibition in the bilateral neuronal circuit of oculomotor neural integrator
Keiichiro Inagaki, Yutaka Hirata (Chubu Univ.)
(38)/NC 14:10 - 14:35
Influence of visual stimulus brightness on motor learning of oculomotor neural integrator
-- Comparison with the influence of gravity --
Kohei Urase, Shuntaro Miki, Yutaka Hirata (Chubu Univ.)
(39)/NC 14:35 - 15:00
Estimation of Axonal Growth Inhibitors and Reagent Permeability
Haruka Kakizaki (Aichi Pref Univ), Yuki Maruno, Kazushi Ikeda (NAIST), Yuichi Sakumura (Aichi Pref Univ)
----- Break ( 20 min. ) -----
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Thu, Jun 25 PM (15:20 - 17:00)
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(40)/NC 15:20 - 15:45
A study on prediction of contact force between a large DoFs robot with backdrivability and a soft object
Yuya Okadome, Yutaka Nakamura, Yoshihiro Nakata, Hiroshi Ishiguro (Osaka Univ.)
(41)/NC 15:45 - 16:10
Learning of dynamic binary neural networks based on the simple feature quantity
Ryuji Sato, Toshimichi Saito (HU)
(42)/NC 16:10 - 16:35
Evolutionary learning of hysteresis neural networks
Kei Yamaoka, Toshimichi Saito (HU)
(43)/NC 16:35 - 17:00
A Motor Control-Learning Model for Reaching Movements in 3-Dimensional Space
Hiroyuki Kambara, Toshihiro Kawase, Duk Shin, Natsue Yoshimura, Yasuharu Koike (Tokyo Tech.)
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Tue, Jun 23 AM (10:25 - 11:45)
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(44) 10:25 - 10:50
[MPS] クラウドブローカーのための抽象的なシステム記述の検討
○ 三浦克宜(北見工大), 齋藤篤志(北大), 玉家武博(北大), 棟朝雅晴(北大)
(45) 10:50 - 11:15
[MPS] タブーリストを組み入れたハイブリッドGAによる多目的フレキシブル・ジョブショップ・スケジューリングの最適化
○ 森永泰彦(名大), 丸田峻也(名大), 長尾征洋(名大), 佐野充(中部大)
(46) 11:15 - 11:30
[MPS] テーマパーク問題における人流シミュレーション
水野一徳(拓殖大), ○ 下山敏嗣(拓殖大), 大内一輝(拓殖大), 佐々木整(拓殖大)
(47) 11:30 - 11:45
[MPS] Cellular PyramidによるSemantic Segmentationのためのセルラ回路の自動構築
○ 島崎謙(横浜国立大), 長尾智晴(横浜国立大)
----- Lunch Break ( 100 min. ) -----
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Tue, Jun 23 PM (13:25 - 14:45)
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(48) 13:25 - 13:50
[MPS] 13:00 - 13:25 （25分）
呼吸変動解析によるストレス指標の提案
○ 太田楓(奈良女子大), 石川由羽(奈良女子大), 高田雅美(奈良女子大), 城和貴(奈良女子大)
(49) 13:50 - 14:15
[MPS] COG分類を考慮した遺伝子発現データのクラスタリング手法
○ 大古田みのり(奈良女子大), 石川由羽(奈良女子大), 高田雅美(奈良女子大), 佐伯和彦(奈良女子大), 城和貴(奈良女子大)
(50) 14:15 - 14:30
[MPS] 条件付確率場を用いたタンパク質残基間コンタクト予測
○ 鎌田真由美(京大), 林田守広(京大)
(51) 14:30 - 14:45
[MPS] 根付き順序木の圧縮における分割型文法とオイラー文字列との比較
劉立偉(大連交通大), 森智弥(京大), ○ 趙楊(産総研), 林田守広(京大), 阿久津達也(京大)
----- Break ( 15 min. ) -----
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Tue, Jun 23 PM (15:00 - 16:15)
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(52) 15:00 - 15:25
[MPS] 15:0
非線形な潜在曲線モデルを応用したSQLインジェクション攻撃の特徴抽出
○ 松田健(静岡理工科大)
(53) 15:25 - 15:50
[MPS] 画家の作風を考慮することができる絵画風画像自動生成システムPAINT-IT
○ 斎藤翠(横浜国立大), 長尾智晴(横浜国立大)
(54) 15:50 - 16:15
[MPS] ソーシャルキュレーションデータを用いた画像コンテクストマイニング
○ 木村昭悟(NTT), 石黒勝彦(NTT), Marcos Alvarez Alejendro(University of Liege), 片岡香織(NTT), 村崎和彦(NTT), 山田誠(Yahoo Labs)
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Thu, Jun 25 AM (10:00 - 11:55)
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(55) 10:00 - 10:15
[BIO] Kernel Logistic Regression based on the Confusion Matrix for Imbalanced Data Classification
◯Peng Wang (Doshisha U.), Miho Ohsaki (Doshisha U.), Kenji Matsuda (Doshisha U.), Shigeru Katagiri (Doshisha U.), Hideyuki, Watanabe (NICT)
(56) 10:15 - 10:30
[BIO] カイ二乗検定によるｐ値の下限値を利用した遺伝子相互作用の効率的な数え上げ
◯山口拓郎 (九工大), 西郷浩人 (九工大)
(57) 10:30 - 10:45
[BIO] ダイナミックベイジアンネットワークを用いた遺伝子制御ネットワーク推定の部分問題化による近似解法
◯上木怜 (大阪大), 瀬尾茂人 (大阪大), 竹中要一 (大阪大), 松田秀雄 (大阪大)
(58) 10:45 - 11:00
[BIO] 海洋環境解析に向けたメタゲノムおよび 1細胞配列データ解析用パイプラインの開発
◯小林健太 (京都大), 加藤有己 (京都大), 谷口丈晃 (三菱総研), 丸山徹 (早稲田大), 伊藤通浩 (早稲田大), 五斗進 (京都大), 竹山春子 (早稲田大), 藤渕航 (京都大)
(59) 11:00 - 11:15
[BIO] トピックモデルによる野外トランスクリプトームデータの解析
◯岩山幸治 (龍谷大), 本庄三恵 (龍谷大／JSTさきがけ), 岩崎貴也 (JSPS), 永野惇 (龍谷大/京都大/JSTさきがけ)
(60) 11:15 - 11:30
[BIO] 既知の活性／非活性化合物のドッキング解析によるバーチャルスクリーニングに適したタンパク質立体構造モデルの選択
◯和久井直樹 (東工大), 大上雅史 (東工大), 千葉峻太朗 (東工大), 石田貴士 (東工大), 岩﨑博史 (東工大), 秋山泰 (東工大)
(61) 11:30 - 11:55
[BIO] 低分子化合物二次元構造比較システムの改良
◯杉原舜 (東工大), 石田貴士 (東工大), 秋山泰 (東工大)
----- Lunch Break ( 75 min. ) -----
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Thu, Jun 25 PM (13:10 - 14:50)
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(62) 13:10 - 13:35
[BIO] フラグメント伸長型タンパク質-化合物ドッキングのビームサーチによる高速化
◯小峰駿汰 (東工大), 石田貴士 (東工大), 秋山泰 (東工大)
(63) 13:35 - 14:00
[BIO] Optimal Parameter Selection for Construction of Motion Transitional Graphs and Extraction of Transitional Events
◯Hitoshi Afuso (U. Ryukyus), Toshinori Endo (Hokkaido U.)
(64) 14:00 - 14:25
[BIO] Rule-based Assembly for Short Read Data integrating Different Approaches and k-mer Sizes
◯Ayako Oshiro (U. Ryukyus), Hitoshi Afuso (U. Ryukyus), Takeo Okazaki (U. Ryukyus), Morikazu Nakamura (U. Ryukyus)
(65) 14:25 - 14:50
[BIO] 時変遺伝子ネットワークに対する厳密解法と発見的解法
◯仲嶋なつ (京都大), 阿久津達也 (京都大)
----- Break ( 10 min. ) -----
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Thu, Jun 25 PM (15:00 - 16:15)
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(66) 15:00 - 15:25
[BIO] Prediction of gene structures from RNA-seq data using dual decomposition
Tatsumu Inatsuki (Keio U.), ◯Kengo Sato (Keio U.), Yasubumi Sakakibara (Keio U.)
(67) 15:25 - 15:50
[BIO] 保存度と近接度を用いたタンパク質機能部位予測
◯近藤洋介 (東京理科大), 權娟大 (東京大), 宮崎智 (東京理科大)
(68) 15:50 - 16:15
三次元空間における効率良い近似点集合マッチングと分子パターン照合への応用
◯佐々木耀一 (北海道大), 渋谷哲朗 (東京大), 伊藤公人 (北海道大), 有村博紀 (北海道大)
# Information for speakers
General Talk will have 20 minutes for presentation and 5 minutes for discussion.
# CONFERENCE SPONSORS:
- This conference is co-sponsored by Japanese Neural Network Society and IEEE Computational Intelligence Society Japan Chapter.
=== Special Interest Group on Mathematical Modeling and Problem Solving (IPSJ-MPS) ===
=== Technical Committee on Neurocomputing (NC) ===
# FUTURE SCHEDULE:
Sat, Jul 18, 2015: The University of Tokushima [Mon, May 18], Topics: Me, general
# SECRETARY:
幹事団の担当者を記入のこと
=== Technical Committee on Infomation-Based Induction Sciences and Machine Learning (IBISML) ===
# FUTURE SCHEDULE:
Mon, Sep 14, 2015 - Tue, Sep 15, 2015: [Tue, Jul 7]
=== Special Interest Group on Bioinformatics and Genomics (IPSJ-BIO) ===
Last modified: 2015-06-22 23:22:04
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