データ駆動型サイエンス創造センター

研究業績

受賞

2020

2019

2018

  • 小野直亮、横山直己、黄銘、Md. Altaf-Ul-Amin、中本雅俊、太田大策,  “Bayes ANOVAを用いたEuglena gracilisの代謝経路の網羅的発現変動解析”, 第41回日本化学会ケモインフォマティクス部会 「 JCAC論文賞」を受賞
  • 金谷重彦, インドネシア研究・技術・高等教育省(Ministry of Research, Technology, and Higher Education of the Republic of Indonesia)より、”As World Class Professor for the meritorious collaboration that lead to successful undertaking joint publication” を受賞
  • 宮尾 知幸, 第41回ケモインフォマティクス討論会において「最優秀講演賞(若手研究者部門)」を受賞, 27 Oct,(2018)
  • 船津 公人, ACS (American Chemical Society) Chemical Information部門における 2019 Herman Skolnik Awardを受賞

 

著書

       

著・監修者:船津 公人

2021年11月20日 エヌ・ティー・エス


著者:船津 公人/井上 貴央/西川 大貴

2021年8月13日 近代科学社Digital


著者:船津 公人/柴山 翔二郎

2020年7月30日 近代科学社


メディア紹介

2021年12月2日   化学工業日報 『CCS特集 第2部 「AI-SHIPSプロジェクト」に注目』 船津公人

2020年10月5日   化学工業日報 『研究思想持ち材料開発 AIとロボが「自動化化学」実現』 船津公人

解説・総説

2021年9月15日   ”Member Highlights: Satoshi Nakamura,” IEEE Inside Signal Processing Newsletter, Sep. 2021 中村哲

学術論文誌

2020年より本務教員の業績のみを掲載しています。兼務教員の業績は各研究室のページをご参照ください。

2021

  • Sashi Novitasari, Sakriani Sakti, Satoshi Nakamura, “Neural Incremental Speech Recognition Toward Real-time Machine Speech Translation,” IEICE Transactions on Information and Systems, vol.E104-D, no.12, Dec. 2021
  • Takeshi SAGA, Hiroki TANAKA, Hidemi IWASAKA, Satoshi NAKAMURA, “Multimodal Prediction of Social Responsiveness Score with BERT-based Text Features,” IEICE TRANSACTIONS on Information and Systems, vol.E105-D, no.3, Nov. 2021
  • Tomoki Uchida, Yumi Nakamura, Hiroki Tanaka, Satoshi Nakamura, Tomonori Okamura, Hiroshi Watanabe, Norihito Murayama, “Validity of a selective recall method for assessing water intake and its relationship with hydration status,” vol.2021, no.25, pp6623-6632, Nov. 2021
  • Yui Oka, Katsuhito Sudoh, Satoshi Nakamura, “Length-constrained Neural Machine Translation using Length Prediction and Perturbation into Length-aware Positional Encoding,” 自然言語処理, vol.28, no.3, pp778-801, 15 Sep. 2021
  • Seiya Kawano, Koichiro Yoshino, Satoshi Nakamura, “Controlled Neural Response Generation by Given Dialogue Acts Based on Label-aware Adversarial Learning,” Transactions of the Japanese Society for Artificial Intelligence, vol.36, no.4, ppE-KC9-1-E-KC9-14, Jul. 2021
  • Sahoko Nakayama, Andros Tjandra, Sakriani Sakti, Satoshi Nakamura, “Code-Switching ASR and TTS using Semisupervised Learning with Machine Speech Chain,” IEICE Transactions on Information and Systems, vol.E104-D, no.10, 8 Jul. 2021 
  • Haruko Yagura, Hiroki Tanaka, Taiki Kinoshita, Hiroki Watanabe, Shunnosuke Motomura, Katsuhito Sudoh, Satoshi Nakamura, “Selective Attention Measurement of Experienced Simultaneous Interpreters using EEG Phase-locked Response,” Frontiers in Human Neuroscience, Jun. 2021
  • Johanes Effendi, Andros Tjandra, Sakriani Sakti, Satoshi Nakamura, “Multimodal Chain: Cross-Modal Collaboration Through Listening, Speaking, and Visualizing,” IEEE Access, vol.9, pp70286-70299, May. 2021
  • Hiroki Tanaka, Hidemi Iwasaka, Yasuhiro Matsuda, Kosuke Okazaki, Satoshi Nakamura, “Analyzing Self-Efficacy and Summary Feedback in Automated Social Skills Training,” IEEE, Apr. 2021    
  • Johanes Effendi, Sakriani Sakti, Satoshi Nakamura, “End-to-End Image-to-Speech Generation for Untranscribed Unknown Languages,” IEEE Access, vol.9, pp55144-55154, Apr. 2021
  • Yoichi Ishibashi, Katsuhito Sudoh, Koichiro Yoshino, Satoshi Nakamura., “Reflection-based Word Attribute Transfer,” Journal of Natural Language Processing, vol.28, no.1, pp206-234, Mar. 2021
  • 田中 翔平, 吉野 幸一郎, 須藤 克仁, 中村 哲, “雑談対話応答における連続する事態の一貫性と対話継続性の関係,” 自然言語処理, vol.28, no.1, pp26-59, 2021.3
  • Sony Hartono Wijaya, Farit Mochamad Afendi, Irmanida Batubara, Alex Ming Huang, Naoaki Ono, Shigehiko Kanaya, MD. ALTAF-UL-AMIN, “Identification of Targeted Proteins by Jamu Formulas for Different Efficacies Using Machine Learning Approach,” life, vol.11, no.866, 23 Aug. 2021
  • MD. ALTAF-UL-AMIN, Kazuhisa Hirose, Joao V. Nani, Lucas C. Porta, Ljubica Tasic, Shaikh Farhad Hossain, Alex Ming Huang, Naoaki Ono, Mirian A. F. Hayashi, Shigehiko Kanaya, “A system biology approach based on metabolic biomarkers and protein-protein interactions for identifying pathways underlying schizophrenia and bipolar disorder,” Scientific reports, vol.11, no.1, pp1-11, 14 Jul. 2021
  • Zheng Chen, Naoaki Ono, Wei Chen, Toshiyo Tamura, MD. ALTAF-UL-AMIN, Shigehiko Kanaya, Alex Ming Huang, “The feasibility of predicting impending malignant ventricular arrhythmias by using nonlinear features of short heartbeat intervals,” Computer Methods and Programs in Biomedicine, Jun. 2021
  • Zhang Yongxin, Chen Zheng, Tian Haoyu, Kido Koshiro, Naoaki Ono, Chen Wei, Tamura Toshiyo, MD. ALTAF-UL-AMIN, Shigehiko Kanaya, Alex Ming Huang, “A Real-Time Portable IoT System for Telework Tracking,” Frontiers in Digital Health , vol.3, pp47, Jun. 2021
  • Marcio Freire Cruz, Naoaki Ono, Alex Ming Huang, MD. ALTAF-UL-AMIN, Shigehiko Kanaya, Carlos Arthur Mattos Teixeira Cavalcante, “Kinematics approach with neural networks for early detection of sepsis (KANNEDS),” BMC Medical Informatics and Decision Making, vol.21, no.1, pp1-11, 20 May. 2021
  • Shaikh Farhad Hossain, Alex Ming Huang, Naoaki Ono, Aki Morita, Shigehiko Kanaya, MD. ALTAF-UL-AMIN, “Development of a biomarker database toward performing disease classification and finding disease interrelations,” Database, 11 Mar. 2021
  • Van-Hien Tran, Van-Thuy Phi, Akihiko Kato, Shindo Hiroyuki, Taro Watanabe, Yuji Matsumoto, “Improved Decomposition Strategy for Joint Entity and Relation Extraction,” 自然言語処理, vol.28, no.4, 15 Dec. 2021
  • Minegishi, T, Fujikawa, R, Kastian, R.F, Sakumura, Y, Inagaki, N, “Analyses of actin dynamics, clutch coupling and traction force for growth cone advance,” J. Vis. Exp. , vol.e63227, Oct. 2021
  • Tomoyuki Miyano, Kimito Funatsu, Akinori Sato, “Prediction of Reaction Yield for Buchwald-Hartwig Cross-coupling Reactions Using Deep Learning,” moleculear informatics, 29 Sep. 2021
  • Kimito Funatsu, Tomoyuki Miyano, Swarit Jasial, Shunsuke Tamura, “Interpretation of Ligand-based Activity Cliff Prediction Models using the Matched Molecular Pair Kernel,” molecules, vol.26, no.16, 16 Jul. 2021
  • Kimito Funatsu, Tomoyuki Miyano, Swarit Jasial, Hiroshi Nakano, “Sparse Topological Pharmacophore Graphs for Interpretable Scaffold Hopping,” Journal of Chemical Information and Modeling, vol.61, no.7, 15 Jul. 2021
  • Kimito Funatsu, Tomoyuki Miyano, Katsuhisa Matsumoto, “Ranking-Oriented Quantitative Structure-Activity Relationship Modeling Combined with Assay-Wise Data Integration.,” ACS Omega, 26 Jan. 2021

過去の学術論文誌一覧

国際会議

2019年より本務教員の業績のみを掲載しています。兼務教員の業績は各研究室のページをご参照ください。

2021

  • Hiroki Tanaka, Takeshi Saga, Satoshi Nakamura, “Clustering of Human Movement Trajectories based on Distributional Representations Derived from Bi-directional LSTM Network with Geographical Coordinates,” Applications of Big Data Technology in the Transport Industry, IEEE BigData 2021, pp2936-2940, Dec. 2021
  • Akinobu Maejima, Hiroyuki Kubo, Seitaro Shinagawa, Takuya Funatomi, Tatsuo Yotsukura, Satoshi Nakamura, “Anime Character Colorization using Few-shot Learning,” SIGGRAPH Asia 2021 Technical Communications, pp1-4, Dec. 2021
  • Kohichi Takai, Gen Hattori, Akio Yoneyama, Keiji Yasuda, Katsuhito Sudoh, Satoshi Nakamura, “Named Entity-Factored Transformer for Proper Noun Translation,” International Conference on Natural Language Processing(ICON), Dec. 2021
  • Hour Kaing, Chenchen Ding, Katsuhito Sudoh, Masao Utiyama, Eiichiro Sumita, Satoshi Nakamura, “Multi-Source Cross-Lingual Constituency Parsing,” The 18th International Conference on Natural Language Processing (ICON 2021), Dec. 2021
  • Satoshi Nakamura, 須藤 克仁, Sakriani Sakti, Ryo Fukuda, Sashi Novitasari, Tomoya Yanagita, Kosuke Doi, Yasumasa Kano, Yuki Yano, Hirotaka Tokuyama, Yui Oka, “Recent Advances in Speech Translation,” AI Innovation Summit 2021, 2021.11
  • Satoshi Nakamura, Katsuhito Sudoh, Sakriani Sakti, Ryo Fukuda, Sashi Novitasari, Tomoya Yanagita, Kosuke Doi, Yasumasa Kano, Yuka Ko, Yuki Yano, Hirotaka Tokuyama, Yui Oka, “Recent Advances in Speech-to-speech Translation,” AIST 2021 Artificial Intelligence & Speech Technology, 2021.11
  • Sara Asai, Koichiro Yoshino, Seitaro Shinagawa, Sakriani Sakti, Satoshi Nakamura, “Eliciting Cooperative Persuasive Dialogue by Multimodal Emotional Robot,” IWSDS 2021, Nov. 2021
  • Kosuke Takahashi, Yoichi Ishibashi, Katsuhito Sudoh, Satoshi Nakamura, “Multilingual Machine Translation Evaluation Metrics Fine-tuned on Pseudo-Negative Examples for WMT 2021 Metrics Task,” Sixth Conference on Machine Translation, vol.1, pp1054-1057, Nov. 2021
  • Ryo Fukuda, Sashi Novitasari, Yui Oka, Yasumasa Kano, Yuki Yano, Yuka Ko, Hirotaka Tokuyama, Kosuke Doi, Tomoya Yanagita, Sakriani Sakti, Katsuhito Sudoh, Satoshi Nakamura, “Simultaneous Speech-to-Speech Translation System with Transformer-based Incremental ASR, MT, and TTS,” The 24th Conference of the Oriental COCOSDA., pp186-192, 18 Nov. 2021
  • Hiroki Tanaka, Satoshi Nakamura, Jean-Claude Martin, Catherine Pelachaud, “2nd Workshop on Social Affective Multimodal Interaction for Health (SAMIH),” International Conference on Multimodal Interaction (ICMI 2021), pp853-854, 18 Oct. 2021
  • Kana Miyamoto, Hiroki Tanaka, Satoshi Nakamura, “Meta-Learning for Emotion Prediction from EEG while Listening to Music,” International Conference on Multimodal Interaction (ICMI 2021), 18 Oct. 2021
  • Takeshi Saga, Hiroki Tanaka, Hidemi Iwasaka, Yasuhiro Matsuda, Tsubasa Morimoto, Mitsuhiro Uratani, Kosuke Okazaki, Yuichiro Fujimoto, Satoshi Nakamura, “Multimodal Dataset of Social Skills Training in Natural Conversational Setting,” 2nd Workshop on Social Affective Multimodal Interaction for Health (SAMIH) – ICMI 2021, 22 Oct. 2021
  • Hiroki Tanaka, Satoshi Nakamura, “Virtual Agent Design for Social Skills Training Considering Autistic Traits,” 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp4959-4962, Oct. 2021
  • Yasumasa Kano, Katsuhito Sudoh, Satoshi Nakamura, “Simultaneous Neural Machine Translation with Constituent Label Prediction,” SIXTH CONFERENCE ON MACHINE TRANSLATION (WMT21), Oct. 2021
  • Nobuyoshi Kaiki, Sakriani Sakti, Satoshi Nakamura, “USING LOCAL PHRASE DEPENDENCY STRUCTURE INFORMATION IN NEURAL SEQUENCE-TO-SEQUENCE SPEECH SYNTHESIS,” Oriental COCOSDA2021, pp206-211, Oct. 2021
  • Kazuhiro Shidara, Hiroki Tanaka, Hiroyoshi Adachi, Daisuke Kanayama, Yukako Sakagami, Takashi Kudo, Satoshi Nakamura, “Relationship between Mood Improvement and Questioning to Evaluate Automatic Thoughts in Cognitive Restructuring with a Virtual Agent,” Workshop on Functions of Emotions for Socially Interactive Agents (Func-E) in 9th International Conference on Affective Computing & Intelligent Interaction (ACII 2021), Sep. 2021
  • Johanes Effendi, Sakriani Sakti, Satoshi Nakamura, “Weakly-supervised Speech-to-text Mapping with Visually Connected Non-parallel Speech-text Data using Cyclic Partially-aligned Transformer,” INTERSPEECH 2021, Sep. 2021
  • Sashi Novitasari, Sakriani Sakti, Satoshi Nakamura, “Dynamically Adaptive Machine Speech Chain Inference for TTS in Noisy Environment: Listen and Speak Louder,” INTERSPEECH 2021, Sep. 2021
  • Shun Takahashi, Sakriani Sakti, Satoshi Nakamura, “Unsupervised Neural-Based Graph Clustering for Variable-Length Speech Representation Discovery of Zero-Resource Languages,” Proc. Interspeech 2021, Sep. 2021
  • Yuka Ko, Katsuhito Sudoh, Sakriani Sakti, Satoshi Nakamura, “ASR Posterior-based Loss for Multi-task End-to-end Speech Translation,” Proc. Interspeech 2021, pp2272-2276, Sep. 2021
  • Hirotaka Tokuyama, Sakriani Sakti, Katsuhito Sudoh, Satoshi Nakamura, “Transcribing Paralinguistic Acoustic Cues to Target Language Text in Transformer-Based Speech-to-Text Translation,” Proc. Interspeech 2021, Sep. 2021
  • Kosuke Doi, Katsuhito Sudoh, Satoshi Nakamura, “Large-Scale English-Japanese Simultaneous Interpretation Corpus: Construction and Analyses with Sentence-Aligned Data,” Proceedings of the 18th International Conference on Spoken Language Translation, pp226-235, Aug. 2021
  • Ryo Fukuda, Katsuhito Sudoh, Satoshi Nakamura, “On Knowledge Distillation for Translating Erroneous Speech Transcriptions,” Proceedings of the 18th International Conference on Spoken Language Translation, pp198-205, Aug. 2021
  • Ryo Fukuda, Yui Oka, Yasumasa Kano, Yuki Yano, Yuka Ko, Hirotaka Tokuyama, Kosuke Doi, Sakriani Sakti, Katsuhito Sudoh, Satoshi Nakamura, “NAIST English-to-Japanese Simultaneous Translation System for IWSLT 2021 Simultaneous Text-to-text Task,” Proceedings of the 18th International Conference on Spoken Language Translation (IWSLT 2021) [system demostration paper], pp39-45, Aug. 2021
  • Shohei Tanaka, Koichiro Yoshino, Katsuhito Sudoh, Satoshi Nakamura, “ARTA: Collection and Classification of Ambiguous Requests and Thoughtful Actions,” The 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL), pp77-88, Jul. 2021
  • Shohei Tanaka, “Towards Thoughtful Dialogue Agent as Well as Human Concierge,” 17th Young Researchers’ Roundtable on Spoken Dialog Systems (YRRSDS), Jul. 2021
  • Katsuhito Sudoh, Kosuke Takahashi, Satoshi Nakamura, “Is This Translation Error Critical?: Classification-Based Human and Automatic Machine Translation Evaluation Focusing on Critical Errors,” Workshop on Human Evaluation of NLP Systems (HumEval), pp46-55, Apr. 2021
  • 矢野祐貴, 須藤克仁, 中村哲, “事前学習済みTransformerを用いたData-to-textにおける入力順序の影響分析,” 言語処理学会第27回年次大会発表論文集, 2021.3
  • Kana Miyamoto, Hiroki Tanaka, Satoshi Nakamura, “Emotion Estimation from EEG Signals and Expected Subjective Evaluation,” The 9th International Winter Conference on Brain-Computer Interface, Feb. 2021
  • Seiya Kawano, Koichiro Yoshino, David Traum, Satoshi Nakamura, “Dialogue Structure Parsing on Multi-Floor Dialogue Based on Multi-Task Learning,” n Proceedings of the 1st RobotDial Workshop on Dialogue Models for Human-Robot Interaction (ROBOTDIAL2020), Jan. 2021
  • Takatomo Kano, Sakriani Sakti, Satoshi Nakamura, “TRANSFORMER-BASED DIRECT SPEECH-TO-SPEECH TRANSLATION WITH TRANSCODER,” IEEE Spoken Language Technology Workshop, Jan. 2021
  • Bin Wu, Sakriani Sakti, Satoshi Nakamura, “Incorporating Discriminative DPGMM Posteriorgrams for Low-resource ASR,” IEEE Spoken Language Technology Workshop, Jan. 2021
  • Satoshi Nakamura, “Towards More Human-like Machine Speech Chain,” International Symposium on Chinese Spoken Language Processing (ISCSLP), 25 Jan. 2021
  • Zheng Chen, Pei Gao, 小野 直亮, MD. ALTAF-UL-AMIN, 金谷 重彦, 黄 銘, “Feasibility Analysis of Symbolic Representation for Single-Channel EEG-Based Sleep Stages,” IEEE EMBC 2021, vol.IEEE, 2021.11
  • Zheng Chen, Koki Odani, 小野 直亮, MD. ALTAF-UL-AMIN, 金谷 重彦, 黄 銘, “Feasibility Analysis of Transformer Model for EEG-Based Sleep Scoring,” IEEE BHI 2021, IEEE, 2021.8
  • Guang Shi, Zhen Chen, Shigehiko Kanaya, Md. Altaf-UI-Amin, Naoaki Ono, Ming Huang, “Prediction of Body Constitutions through Life-Style for Health Guidance,” 2021.2
  • Pei Gao, Zhen Chen, 黄 銘, 小野 直亮, 金谷 重彦, MD. ALTAF-UL-AMIN, “An Approach to Construct and Validate TCM Dataset Effective against Bacterial Pneumonia,” IEEE LifeTech 2021, IEEE, 2021.2
  • Yiran Wang, Shindo Hiroyuki, Yuji Matsumoto, Taro Watanabe, “Structured Refinement for Sequential Labeling,” Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, pp1873-1884, Aug. 2021
  • Yiran Wang, Shindo Hiroyuki, Yuji Matsumoto, Taro Watanabe, “Nested Named Entity Recognition via Explicitly Excluding the Influence of the Best Path,” Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, vol.1, pp3547-3557, Aug. 2021
  • Chowdhury Mohammad Mahir Asef, Shanshan LIU, Shindo Hiroyuki, Yuji Matsumoto, 浦岡 行治, “Automatic extraction of text data of synthesis process for papers on bulk thermoelectric materials ,” Virtual Conference on Thermoelectrics, 2021.7.21

過去の国際会議一覧

国内学会、研究会、シンポジウム

2020年より本務教員の業績のみを掲載しています。兼務教員の業績は各研究室のページをご参照ください。

2020

  • 品川 政太朗, 久保 尋之, 石井 大地, 前島 謙宣, 舩冨 卓哉, 中村 哲, 向川 康博, “セマンティックセグメンテーションに基づくアニメ作品の自動彩色,” Visual Computing 2020, 2020.12
  • 佐賀健志, 田中宏季, 岩坂英巳, 中村 哲, “マルチモーダル情報を用いたソーシャルスキルの客観的推定,” HCGシンポジウム2020, 2020.12
  • 中野 佑哉, 河野 誠也, 吉野 幸一郎, 須藤 克仁, 中村 哲, “文構造に基づく質問文への曖昧性付与と質問生成,” 人工知能学会 言語・音声理解と対話処理研究会(SLUD)第90回研究会, 2020.11
  • 田中翔平, 吉野幸一郎, 須藤克仁, 中村哲, “対話エージェントの機能に着目した気の利いた応答を含むコーパスの収集,” 人工知能学会 言語・音声理解と対話処理研究会(SLUD)第90回研究会, 2020.11
  • 東 佑樹, Sakriani Sakti, 中村 哲, “音声の破損により失った文字情報を復元する音声認識 ,” 第133回音声言語情報処理研究発表会, 2020.10
  • 国広 有衣子, Sakriani Sakti, 須藤 克仁, 中村 哲, “文の構造を考慮した適切な韻律の音声合成,” 第133回音声言語情報処理研究発表会, 2020.10
  • 田中 宏季, “マルチモーダル対話エージェントによる認知症の早期検出,” 一般社団法人 電子情報技術産業協会、感性のセンシング・フィードバック技術分科会, 2020.9.29
  • 品川政太朗, 吉野幸一郎, Seyed Hossein Alavi, Kallirroi Georgila, David Traum, Sakriani Sakti, 中村哲, “自然言語による編集要求に対して効率的に確認を行う対話的画像編集システム,” 第23回 画像の認識・理解シンポジウム (MIRU), 2020.8
  • 須藤 克仁, “【招待講演】機械翻訳の進展と自動音声同時翻訳への挑戦,” (一社)日本翻訳連盟 JTF関西セミナー, 2020.8.19
  • 中野佑哉, 河野誠也, 吉野幸一郎, 中村哲, “対話によって曖昧性解消を行う質問応答,” 情報処理学会研究報告, vol.2020-NL-244, no.3, 2020.7
  • 宮本 佳奈, 田中宏季, 中村 哲, “感情誘導に向けた音楽生成及び脳波からの感情推定の検討.,” ヒューマン情報処理研究会 (HIP), 信学技報, vol.120, no.17, pp41-45, 2020.5
  • 森島僚平, 久保 尋之, 舩冨 卓哉, 品川政太朗, 前島謙宣, 中村 哲, 向川 康博, “アニメフレームの単純化を利用した深層学習による中割り生成,” 映像表現・芸術科学フォーラム2020, 2020.3
  • 池澤隼人, 舩冨 卓哉, 久保 尋之, 前島謙宣, 中村 哲, 向川 康博, “`グラフマッチングを用いた手描き線画間におけるストローク対応推定,” 映像表現・芸術科学フォーラム2020, 2020.3
  • 上沼睦典, 宮尾 知幸, 浦岡 行治, “ベイズ最適化によるSiO2/GaN界面の改質 ,” 先進パワー半導体分科会 第7回講演会 , 2020.12.9
  • 船津公人, “マテリアルズインフォマティクスの現状,” AndTechによるセミナー, 2020.9.29
  • 船津公人, “データ駆動型化学の展開,” サイエンス&テクノロジーによるセミナー, 2020.8.6
  • 船津公人, “マテリアルズインフォマティクスの基礎とポリマー材料設計への応用,” R&D支援センターによるセミナー, 2020.7.7
  • 船津公人, “データ駆動型化学の展開,” 日本触媒社内講演会, 2020.5.15
  • 宮尾知幸, “「化学構造生成器の開発と深層学習を利用した生成モデルについて」,” 「AIと有機合成化学」第4回公開講演会, 2020.2.3
  • 船津公人, “​高​分​子​材​料​設​計​に​お​け​る​マ​テ​リ​ア​ル​ズ​イ​ン​フ​ォ​マ​テ​ィ​ク​ス​適​用​の​最​新​動​向​ ,” 高​分​子​材​料​開​発​に​向​け​た​マ​テ​リ​ア​ル​ズ​・​イ​ン​フ​ォ​マ​テ​ィ​ク​ス​の​国​内​外​の​最​新​研​究​動​向​と​事​例, 2020.1.30
  • 野島秀雄, 中村哲, 船津公人, “データ駆動型サイエンス創造センターの創設による先端科学技術の教育研究改革,“ 研究・イノベーション学会第35回年次学術大会, ホットイシュー, ポストシンギュラリティ, 2020.11.1

過去の国内学会、研究会、シンポジウム一覧

               

全学ビッグデータプロジェクト

データ駆動型サイエンスセンターの前身にあたる「多元ビッグデータ解析に基づく知の創出研究拠点事業」では、Web情報やセンシング情報の生活社会情報、バイオ情報データ、物質情報データの3つの多元データに関するビッグデータ解析を行い、新たな知、つまり、それぞれの情報及び統合情報におけるWhy型、How型の知識を抽出し、その知識をベースにバイオ研究、物質研究、情報研究を新たなステージに導くことを目指して活動していました。

業績一覧