| IEICE Technical Committee Submission System Advance Program |
Online Proceedings [Sign in] Tech. Rep. Archives |
| Go Top | Go Back | Prev IBISML Conf / | [HTML] / [HTML(simple)] / [TEXT] | [Japanese] / [English] |
|
=============================================== Technical Committee on Information-Based Induction Sciences and Machine Learning (IBISML) Chair: Masashi Sugiyama (Univ. of Tokyo) Vice Chair: Toshihiro Kamishima (AIST), Koji Tsuda (Univ. of Tokyo) Secretary: Tomoharu Iwata (NTT), Atsuyoshi Nakamura (Hokkaido Univ.) Assistant: Yoshinobu Kawahara (Osaka Univ.), Taiji Suzuki (Univ.of Tokyo) =============================================== Technical Committee on Neurocomputing (NC) Chair: Jun Izawa (Univ. of Tsukuba) Vice Chair: Junichiro Yoshimoto (Fujita Health Univ.) Secretary: Saori Tanaka (NAIST), Ryota Miyata (Ryukyu Univ.) Assistant: Takato Horii (Osaka Univ.), Masakazu Horie (Univ. of Tsukuba) =============================================== Special Interest Group on Mathematical Modeling and Problem Solving (IPSJ-MPS) Chair: Shinya Watanabe (Muroran Inst. Tech.) Secretary: Masami Takata (Nara Women's Univ.), Kotoyu Sasayama (Mitsubishi Electric), Masakazu Sekijima (Tokyo Inst. Tech.), Yoshiko Hanada (Kansai Univ.), Ryoko Hayashi (KIT), Junichiro Yoshimoto (Fujita Health Univ.) Secretary: Ken Matsuda (Hannan Univ.) =============================================== Special Interest Group on Bioinformatics and Genomics (IPSJ-BIO) Chair: Kengo SATO (TDU) Secretary: Takeshi Obayashi (Tohoku Univ.), Yuki Kato (Osaka Univ.), Hiroyuki Kurata (Kyutech) DATE: Thu, Jun 20, 2024 10:10 - 17:35 Fri, Jun 21, 2024 09:25 - 17:05 Sat, Jun 22, 2024 10:00 - 12:10 PLACE: Okinawa Institute of Science and Technogoly (Seminar Rooms B250 & C210)(1919-1 Tancha, Onna-son, Kunigami-gun Okinawa 904-0495, Japan.See the webpage. https://www.oist.jp/campus/access-map. Prof. Makoto Yamada （OIST）) TOPICS: ---------------------------------------- Thu, Jun 20 AM (10:10 - 12:00) ---------------------------------------- (1)/IBISML 10:10 - 10:35 Estimating Proportion of Outliers Based on Alpha-Beta Divergence -- In the Case of Discrete Distributions -- Masahiro Kobayashi (Toyohashi Tech.) (2)/IBISML 10:35 - 11:00 Research on 3D Reconstruction of Shellfish Based on Multi-View Images Changxin Lyu, Sikun Wang (FIT), Kazuhiro Tsujino (DUP), Cunwei Lu (FIT) ----- Break ( 10 min. ) ----- (3)/IBISML 11:10 - 11:35 Random Fourier feature latent variable model for user preference embedding and analysis Kazuaki Takehara (SOKENDAI), Daichi Mochihashi (ISM) (4)/IBISML 11:35 - 12:00 Dynamics of the accelerated t-SNE Kyoichi Iwasaki (SOKENDAI), Hideitsu Hino (ISM/RIKEN) ---------------------------------------- Thu, Jun 20 PM (13:30 - 17:20) ---------------------------------------- (5)/IBISML 13:30 - 13:55 (See Japanese page.) (6)/IBISML 13:55 - 14:20 Evaluation of Transferability for Adversarial Examples Shunichi Kato, Ryo Kumagai, Shu Takemoto, Yusuke Nozaki, Masaya Yoshikawa (Meijo Univ.) (7)/IBISML 14:20 - 14:45 Anomaly Detection in the Frequency Domain with Statistical Reliability Akifumi Yamada, Kouichi Taji (Nagoya Univ.), Ichiro Takeuchi (Nagoya Univ./RIKEN) ----- Break ( 15 min. ) ----- (8)/IBISML 15:00 - 15:25 Selective Inference for Reliability Quantification of k-Nearest Neighbor Anomoaly Detection Mizuki Niihori, Akihumi Yamada (Nagoya Univ.), Masaya Ikuta (NITech), Kouichi Taji, Ichiro Takeuchi (Nagoya Univ.) (9)/IBISML 15:25 - 15:50 Selective Inference for Anomaly Detection using Diffusion Models Teruyuki Katsuoka, Tomohiro Shiraishi (Nagoya Univ.), Daiki Miwa (NITech), Vo Nguyen Le Duy (RIKEN), Ichiro Takeuchi (Nagoya Univ./RIKEN) (10)/IBISML 15:50 - 16:15 Distributionally Robust Safe Sample Screening and Its Application to Infinite-width Deep Neural Networks Tatsuya Aoyama (Nagoya Univ.), Hiroyuki Hanada (RIKEN), Satoshi Akahane, Yoshito Okura, Tomonari Tanaka (Nagoya Univ.), Yu Inatsu (NITech), Noriaki Hashimoto (RIKEN), Taro Murayama, Lee Hanju, Shinya Kojima (DENSO), Ichiro Takeuchi (Nagoya Univ.) ----- Break ( 15 min. ) ----- (11)/IBISML 16:30 - 16:55 Performance Evaluation of Quantized MLP-Mixer Ryo Kumagai, Shu Takemoto, Yusuke Nozaki, Masaya Yoshikawa (Meijo Univ.) (12)/IBISML 16:55 - 17:20 Causal Structure Learning for Zero-Inflated Data Based on Bayes Code Masatoshi Kobayashi, Yuta Kuboki, Shin Matsushima (UTokyo) ---------------------------------------- Thu, Jun 20 PM (13:30 - 17:35) ---------------------------------------- (13) 13:30 - 13:55 [BIO] SpatialPPI: Three-dimensional space protein-protein interaction prediction with AlphaFold Multimer 〇胡 文星・大上雅史（東京工業大学） (14) 13:55 - 14:20 [BIO] 化学言語モデルに基づく天然物様化合物生成 〇坂野 晃・古井海里・大上雅史（東京工業大学） (15) 14:20 - 14:45 [BIO] 対照学習を用いたグラフニューラルネットワークによる化合物の特性予測の最適化 青木滉志郎・Kengkanna Apakorn・大上雅史（東京工業大学） ----- Break ( 15 min. ) ----- (16) 15:00 - 15:25 [BIO] 構造ベーススクリーニングに適したAlphaFoldタンパク質構造生成の最適化 〇内河慶輔・古井海里・大上雅史（東京工業大学） (17) 15:25 - 15:40 [BIO] タンパク質立体構造予測モデルの転移学習によるバーチャルスクリーニング至適構造の生成 〇安光夕輝・大上雅史（東京工業大学） (18) 15:40 - 16:05 [BIO] コンセンサス予測を用いた化合物逆合成解析 〇篠原 旭・石田貴士（東京工業大学） ----- Break ( 15 min. ) ----- (19) 16:20 - 16:45 [BIO] リンク予測を用いたタンパク質原子－リガンド原子間相互作用の予測 〇柳沢優斗・石田貴士（東京工業大学） (20) 16:45 - 17:10 [BIO] 大規模言語モデルを用いた薬物標的相互作用抽出に関する研究 〇屋代凜太郎・関嶋政和・安尾信明（東京工業大学） (21) 17:10 - 17:35 [BIO] 角度情報を考慮したタンパク質間相互作用に関する研究 〇松野征昇・関嶋政和（東京工業大学） ---------------------------------------- Fri, Jun 21 AM (09:25 - 12:10) ---------------------------------------- (22)/IBISML 09:25 - 09:50 (See Japanese page.) (23)/IBISML 09:50 - 10:15 (See Japanese page.) (24)/IBISML 10:15 - 10:40 (See Japanese page.) ----- Break ( 15 min. ) ----- (25)/IBISML 10:55 - 11:20 Analysis of the model selection method sBIC with learning coefficients and its applications Keita Yamazaki, Tomoyasu Ohba, Haru Kobayashi, Kyousuke Shimizu (Nihon Univ.), Daisuke Kaji (DENSO), Miki Aoyagi (Nihon Univ.) (26)/IBISML 11:20 - 11:45 Model selection of Gaussian Mixture Model on hyperbolic space based on MDL principle Kota Fukuzawa (UTokyo), Atsushi Suzuki (KCL), Kenji Yamanishi (UTokyo) (27)/IBISML 11:45 - 12:10 Analysis of optimal model selection methods for a variety of datasets Arashi Ogata, Kazuki Oikawa (NTT) ---------------------------------------- Fri, Jun 21 PM (13:30 - 17:05) ---------------------------------------- (28)/NC 13:30 - 13:55 Development and Evaluation of a System to Analyze Acceleration and GPS Data for Visualizing the City Bus Behavior by Mapping into the Routes in the Map toward an Extraction of Rules of Decision-Making by Expert Bus Drivers Takahiro Koga, Jargal Davaanyam, Choisuren Purevdorj (Kyutech), Masayuki Fujiwara (Komatsu Univ.), Tomoki Taniguchi, Al Aama Obada, Hakaru Tamukoh, Hiroaki Wagatsuma (Kyutech) (29)/NC 13:55 - 14:20 An Applicability of the Logit Model to Analyze the Share Ratio Between Railway and Road Transportation in the Logistic Circumstances in Korea Kazuhito Mine, Ahmad Altaweel (Kyutech), Bo-Young Lee, Han-Na Kim, Jang-Sok Yoon (LRK), Hiroaki Wagatsuma (Kyutech) (30)/NC 14:20 - 14:45 Proposal of Node Fusion in MLP-Mixer Shogo Taneda, Yukari Yamauchi (NU) (31)/NC 14:45 - 15:10 Self-Organizing Method for Word Embedding Hongyi Zhang, Yukari Yamauchi (NU) ----- Break ( 15 min. ) ----- (32)/NC 15:25 - 15:50 A Method to Investigate Joint Load Reduction by using Assistive Devices with Flexible Bodies Focusing on Nonlinear Elastic Force Investigated by fMBD Inverse Dynamic Analysis. Shintaro Kasai, Hiroaki Wagatsuma (Kyutech) (33)/NC 15:50 - 16:15 An Ontology-Based Hierarchy to Analyze a Common Impression and Individual Differences in Natural Language Descriptions in Image Annotation Analyses Kosei Shibata, Wataru Oshiumi (Kyutech), Masayuki Fujiwara (Komatsu-U), Satoshi Nishida (NICT), Hiroaki Wagatsuma (Kyutech) (34)/NC 16:15 - 16:40 Ghost Octave Convolution Riku Kiuchi, Yuki Suzuki, Yukari Yamauchi (NU) (35)/NC 16:40 - 17:05 Gradually Growing SparseNet Takumi Nakamura, Shogo Taneda, Yukari Yamauchi (NU) ---------------------------------------- Fri, Jun 21 AM (09:45 - 11:55) ---------------------------------------- (36) 09:45 - 10:00 [BIO] Identification of Dihydrouridine RNA modification sites through stacking strategy 〇MD. HARUN-OR-ROSHID・倉田博之（九州工業大学） (37) 10:00 - 10:25 [BIO] 共溶媒分子動力学法による化合物ドッキング向けのバイアス情報の取得 〇赤木果歩・柳澤渓甫・秋山 泰（東京工業大学） (38) 10:25 - 10:50 [BIO] 有望なフラグメント空間配置対に基づく化合物プレスクリーニング手法の開発 〇清水正義・柳澤渓甫・秋山 泰（東京工業大学） ----- Break ( 15 min. ) ----- (39) 11:05 - 11:30 [BIO] 代謝ネットワークにおける原子レベル経路の活性比率：定量的活性比率の一般計算法と可能な3つの型の半定量的活性比率 〇太田 潤（岡山大学） (40) 11:30 - 11:55 [BIO] テンソル分解を用いた教師なし学習による変数選択法のシングルセルマルチオミックスデータ解析への応用 〇田口善弘（中央大学）・ターキー ターキー（キング・アブドゥルアズィーズ大学） ---------------------------------------- Fri, Jun 21 PM (13:05 - 17:05) ---------------------------------------- (41) 13:05 - 13:30 [MPS] 進化計算を用いた待ち時間を最小にするテーマパークナビゲーションの開発 〇竹味和輝・佐久間拓人・加藤昇平（名古屋工大） (42) 13:30 - 13:55 [MPS] 高密度環境におけるマルチエージェント経路計画問題 〇牧野寛也・伊藤誠悟（豊田中央研究所） (43) 13:55 - 14:10 [MPS] マニュアルQAタスクに特化したLLMファインチューニングのための頻出質問観点に基づくデータ拡張手法 〇森田将司（NTTデータグループ/ＮＴＴデータ関西）・湯浅 晃（NTTデータグループ） (44) 14:10 - 14:25 [MPS] ファシリテータ導入と適応的観点選択を組み合わせたLLMマルチエージェント協調による表生成 〇奥野尚己（NTTデータ関西）・湯浅 晃（NTTデータ） ----- Break ( 15 min. ) ----- (45) 14:40 - 15:05 [MPS] 自動車販売業界における車両輸送最適化：数理モデルによる輸送コスト削減の検証 〇岩城美良（シマント/立教大学） (46) 15:05 - 15:30 [MPS] 大学図書館利用者の学習状況を考慮した授業関連の図書推薦手法の提案 〇宮里龍平・西野哲朗・原田 慧（電通大） (47) 15:30 - 15:45 [MPS] 生成AIを用いたデータ拡張方法について 〇追良瀬利也・北 栄輔（名古屋大） ----- Break ( 15 min. ) ----- (48) 16:00 - 16:25 [MPS] 代謝力学系モデルを用いた振動応答の最適制御 〇衣笠智裕（奈良先端大）・永原正章（広島大）・作村諭一（奈良先端大）・国田勝行（藤田医科大） (49) 16:25 - 16:40 [MPS] LLMの多段階ファインチューニングにおけるmemory replayの適切な適用方法 〇魚下昇也（NTTデータ）・湯浅 晃（NTTデータグループ） (50) 16:40 - 17:05 [MPS] 社会的交流モデルを用いたアウトリーチによるサードプレイスへの孤立者誘導間隔調整に基づく孤立状態の解消 〇名嘉琉星（北陸先端大）・佐藤 尚（沖縄高専）・橋本 敬（北陸先端大） ---------------------------------------- Sat, Jun 22 AM (10:00 - 12:05) ---------------------------------------- (51)/NC 10:00 - 10:25 (See Japanese page.) (52)/NC 10:25 - 10:50 (See Japanese page.) (53)/NC 10:50 - 11:15 (See Japanese page.) (54)/NC 11:15 - 11:40 Oscillation-driven reservoir computing for long-term timing/chaotic time-series prediction Yuji Kawai (Osaka Univ.), Takashi Morita (Chubu Univ.), Park Jihoon (NICT/Osaka Univ.), Minoru Asada (IPUT/Osaka Univ./NICT/Chubu Univ.) (55)/NC 11:40 - 12:05 Hierarchical reservoir computing model with circle topology for time series prediction and anomaly detection Wenkai Yu, Satoshi Moriya, Hideaki Yamamoto, Shigeo Sato (Tohoku Univ) ---------------------------------------- Sat, Jun 22 AM (10:25 - 12:10) ---------------------------------------- (56) 10:25 - 10:40 [MPS] ProtT5を用いたタンパク質クラスタリングと勾配ブースティングによる遺伝子発現データからの肺がん予測 〇川上瞬汰・林田守広（松江高専）・ナチェル ホセ（東邦大）・丸山 修（九州大） ----- Break ( 15 min. ) ----- (57) 10:55 - 11:20 [MPS] 誤り訂正を組み込んだ新たなホップフィールドニューラルネットワークモデルの提案 〇中西流我・荒井 敏・長尾智晴（横浜国大） (58) 11:20 - 11:45 [MPS] A constructive method for the pickup and delivery problem with item loading platform assignment 〇Masayuki Yamamoto (DENSO，Nagoya Univ.)・Mutsunori Yagiura (Nagoya Univ.) ・Wei Wu (Shizuoka Univ.) (59) 11:45 - 12:10 [MPS] X線光電子分光スペクトルにおける共通ピーク構造のベイズ推定 丸山颯斗（電通大）・村上 諒・篠塚寛志・永田賢二・吉川英樹（物質・材料研究機構）・〇庄野 逸（電通大） # Information for speakers General Talk (Long) will have 20 minutes for presentation and 5 minutes for discussion. General Talk (Short) will have 10 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. === Technical Committee on Information-Based Induction Sciences and Machine Learning (IBISML) === === Technical Committee on Neurocomputing (NC) === # FUTURE SCHEDULE: Fri, Sep 27, 2024 - Sat, Sep 28, 2024: Tohoku Univ. [Mon, Jul 15], Topics: NC, ME # SECRETARY: Junichiro Yoshimoto (Fujita Health University) E-mail: ju             -hu === Special Interest Group on Mathematical Modeling and Problem Solving (IPSJ-MPS) === # SECRETARY: Junichiro Yoshimoto (Fujita Health University) E-mail: ju -hu=== Special Interest Group on Bioinformatics and Genomics (IPSJ-BIO) === Last modified: 2024-06-20 14:05:28 |
Notification: Mail addresses are partially hidden against SPAM.
[Download Paper's Information (in Japanese)] <-- Press download button after click here.
[Cover and Index of IEICE Technical Report by Issue]
[Presentation and Participation FAQ] (in Japanese)
[Return to NC Schedule Page] / [Return to IBISML Schedule Page] / [Return to IPSJ-MPS Schedule Page] / [Return to IPSJ-BIO Schedule Page] /
| Go Top | Go Back | Prev IBISML Conf / | [HTML] / [HTML(simple)] / [TEXT] | [Japanese] / [English] |
[Return to Top Page]