Publications
Books / 書籍
1. 江崎貴裕, "データ分析のための数理モデル入門ー本質をとらえた分析のために"（ソシム）
素晴らしい書評を賜りました: (清水2022), (竹内2022), (三輪2022)
韓国語版："데이터 분석을 위한 수리 모델 입문 데이터 뒤에 숨겨진 본질 파악하기"（위키북스）
中国語繁体字版： "資料科學的建模基礎 - 別急著coding！你知道模型的陷阱嗎？" （旗標科技）
2. 江崎貴裕, "分析者のためのデータ解釈学入門ーデータの本質をとらえる技術"（ソシム）
ITエンジニア本大賞2022ベスト10に選出されました / 素晴らしい書評を賜りました: (清水2022), (竹内2022), (三輪2022), (松村2023)
韓国語版："데이터 해석학 입문 올바른 데이터 분석을 위한 의사결정 성공 방정식"（위키북스）
中国語繁体字版： "資料科學的統計實務 - 探索資料本質、扎實解讀數據，才是機器學習成功建模的第一步" （旗標科技）
3. 江崎貴裕, "数理モデル思考で紐解くRULE DESIGNー組織と人の行動を科学する"（ソシム）
素晴らしい書評を賜りました: (三浦2023), (労政時報2023)
4. 江崎貴裕, "指標・特徴量の設計から始める データ可視化学入門 ーデータを洞察につなげる技術"（ソシム）
分担執筆／監修／監訳協力
1. 統計と確率 ベイズ統計編 (ニュートン別冊) (ニュートンプレス：分担執筆）
2. 別冊 ゼロからわかる統計と確率 改訂第2版 (ニュートン別冊) (ニュートンプレス：監修）
3. プレミア保存版 統計 (Newtonプレミア保存版シリーズ) (ニュートンプレス：監修）
4. サイエンス・ファクト 科学的根拠が信頼できない訳 (ニュートン新書) (ニュートンプレス：監訳協力 統計分野）
5. プレミア保存版 微分と積分 (Newtonプレミア保存版シリーズ) (ニュートンプレス：監修）
Preprints/プレプリント
1. G. Cui, N. Imura, K. Nishinari, T. Ezaki, "Theory of bullwhip absorption strategy in a supply chain", SSRN: 4733310.
2. G. Cui, N. Imura, K. Nishinari, T. Ezaki, "Vulnerabilities of moving average strategies in supply chains against downstream participants using high-precision models", SSRN: 4591378.
3. J. Miyata, T. Winton-Brown, T. Sedlak, T. Aso, N. Cascella, J. Coughlin, N. A. Crossley, E. Duezel, T. Ezaki, M. Fukunaga, C. Howell, M. Isobe, K. Kamiya, K. Kasai, T. Kochiyama, S. Koike, A. Kunimatsu, N. Masuda, S. Mori, Y. Mori, T. Murai, K. Nemoto, F. Nucifora, K. Ohi, N. Okada, Y. Sakai, N. Sawamoto, T. Takahashi, S. Urayama, Y. Watanabe, C. C. Watkins, H. Yamamori, Y. Yasuda, R. Hashimoto, H. Takahashi, A. Sawa, P. McGuire, "Trait, staging, and state markers of psychosis based on functional alteration of salience-related networks in the high-risk, first episode, and chronic stages", medRxiv DOI: 10.1101/2021.10.02.21264326.
4. K. Tada, T. Ezaki, H. K. Kondo, "The autonomous sensory meridian response activates the parasympathetic nervous system", In Review DOI: 10.21203/rs.3.rs-1026254/v1 .
Journal Papers (refereed)/査読付き論文
33. T. Ezaki, K. Fujitsuka, N. Imura, K. Nishinari, "Drone-based vertical delivery system for high-rise buildings: Multiple drones vs. a single elevator", Commun. Transp, Res (accepted).
32. H.M. Kondo, R. Hasegawa, T. Ezaki, H. Sakata, H.T. Ho, "Functional coupling between echoic memory and auditory perceptual organization", Sci. Rep. 14:3480 (2024).
31. J. Miyata, A. Sasamoto, T. Ezaki, M. Isobe, T. Kochiyama, N. Masuda, Y. Mori, Y. Sakai, N. Sawamoto, S. Tei, S. Ubukata, T. Aso, T. Murai, H. Takahashi, "Associations of conservatism/jumping to conclusions biases with aberrant salience and default mode network", Psychiatry Clin. Neurosci. (early access)
30. T. Ezaki, N. Imura, K. Nishinari, "Reinforcing critical links for robust network logistics: A centrality measure for substitutability", J. Phys. Commun. 7:025001 (2023).
29. Y. Ishiguro, J. Sato, T. Ezaki, K. Nishinari, "Constructing quantum dark solitons with stable scattering properties", Phys. Rev. Res. 4:L032047 (2022).
28. T. Ezaki, N. Imura, K. Nishinari, "Towards understanding network topology and robustness of logistics systems", Commun. Transp. Res. 2:10064 (2022).
27. H.M. Kondo, H. Terashima, T. Ezaki, T. Kochiyama, K. Kihara, J.I. Kawahara, "Dynamic transitions between brain states predict auditory attentional fluctuations", Front. Neurosci. 16:816735 (2022).
26. T. Ezaki, N. Imura, K. Nishinari, "Model retraining and information sharing in a supply chain with long-term fluctuating demands", Sci. Rep. 11:20277 (2021).
25. T. Ezaki, Y. Himeno, T. Watanabe, N. Masuda, "Modeling state-transition dynamics in resting-state brain signals by the hidden Markov and Gaussian mixture models", Eur. J. Neurosci. 54:5404–5416 (2021). [sample code]
24. N. Yamagata, T. Ezaki, T. Takahashi, H. Wu, H. Tanimoto, "Presynaptic inhibition of dopamine neurons controls optimistic bias ", eLife 10:e64907 (2021).
23. T. Ezaki, E. Fonseca dos Reis, T. Watanabe, M. Sakaki, N. Masuda, "Closer to critical resting-state neural dynamics in individuals with higher fluid intelligence ", Commun. Biol. 3:52 (2020).
22. C. Miyoshi, S. Kim, T. Ezaki, A. Ikkyu, N. Hotta-Hirashima, S. Kanno, M. Kakizaki, M. Yamada, S. Wakana, M. Yanagisawa, H. Funato, "Methodology and theoretical basis of forward genetic screening for sleep/wakefulness in mice", Proc. Natl. Acad. Sci. USA 116:16062--16067 (2019).
21. T. Ezaki, K.Nishinari, M. Samemjima, K. Igarashi, "Bridging the micro-macro gap between single-molecular behavior and bulk hydrolysis properties of cellulase", Phys. Rev. Lett. 122:098102 (2019). *プレスリリース/Science Monitor/日経新聞/解説記事
20. T. Ezaki, M. Sakaki, T. Watanabe, N. Masuda, "Age-related changes in the ease of dynamical transitions in human brain activity", Hum. Brain Mapp. 39, 2673--2688 (2018).
19. N. Masuda, M. Sakaki, T. Ezaki, T. Watanabe, "Clustering coefficients for correlation networks", Front. Neuroinform. 12:7 (2018).
18. T. Ezaki and N. Masuda, "Reinforcement learning account of network reciprocity", PLOS ONE 12(12): e0189220 (2017).
17. T. Ezaki, T. Watanabe, M. Ohzeki, and N. Masuda, "Energy landscape analysis of neuroimaging data", Phil. Trans. R. Soc. A 375, 20160287 (2017).
16. T. Ezaki, K. Ohtsuka, M. Chraibi, M. Boltes, D. Yanagisawa, A. Seyfried, A. Schadschneider, and K. Nishinari, "Inflow process of pedestrians to a confined space", Collect. Dynam. 1, A4:1--18 (2016).
15. T. Ezaki, Y. Horita, M. Takezawa, and N. Masuda, "Reinforcement learning explains conditional cooperation and its moody cousin", PLOS Comput. Biol. 12, e1005034 (2016).
14. M. Chraibi, T. Ezaki, A. Tordeux, K. Nishinari, A. Schadshneider, and A. Seyfried, "Jamming transitions in force-based models for pedestrian dynamics", Phys. Rev. E 92, 042809 (2015).
13. T. Ezaki, R. Nishi and K. Nishinari, "Taming macroscopic jamming in transportation networks", J. Stat. Mech. P06013 (2015). *Selected for Highlights in Journal of Statistical Mechanics
12. Y. Taniguchi, R. Nishi, T. Ezaki, and K. Nishinari, "Jam-absorption driving with a car-following model", Physica A 433, 304--315 (2015).
11. T. Ezaki, D. Yanagisawa and K. Nishinari, "Dynamics of assembly production flow", Physica A 427, 62--74 (2015).
10. T. Ezaki and K. Nishinari, "Potential global jamming transition in aviation networks", Phys. Rev. E 90, 022807 (2014).
9. T. Ezaki, R. Nishi, D. Yanagisawa and K. Nishinari, "Collective motion of oscillatory walkers", Phys. Rev. E 88, 012808 (2013).
8. T. Ezaki, D. Yanagisawa and K. Nishinari, "Analysis on a single segment of evacuation network", J. Cell. Autom. 8, 347--359 (2013).
7. T. Ezaki and K. Nishinari, "A balance network for the asymmetric simple exclusion process", J. Stat. Mech. P11002 (2012).
6. T. Ezaki, D. Yanagisawa and K. Nishinari, "Pedestrian flow through multiple bottlenecks", Phys. Rev. E 86, 026118 (2012).
5. T. Ezaki and K. Nishinari, ”Exact stationary distribution of an asymmetric simple exclusion process with Langmuir kinetics and memory reservoirs”, J. Phys. A: Math. Theor. 45, 185002 (2012).
4. T. Ezaki and K. Nishinari, " Cluster size distribution in 1D-CA traffic models ", J. Phys. A: Math. Theor. 45, 045101 (2012).
3. T. Ezaki, D. Yanagisawa, K. Ohtsuka and K. Nishinari, "Simulation of space acquisition process of pedestrians using proxemic floor field model", Physica A 391, 291--299 (2012).
2. T. Ezaki and K. Nishinari, "Exact solution of a heterogeneous multilane asymmetric simple exclusion process", Phys. Rev. E 84, 061141 (2011).
1. T. Ezaki and K. Nishinari, "Positive congestion effect on a totally asymmetric simple exclusion process with an adsorption lane", Phys. Rev. E 84, 061149 (2011).
Proceedings (refereed)/国際会議Proceedings
1. T. Ezaki, K. Ohtsuka, D. Yanagisawa and K. Nishinari, "Inflow process: a counter part of evacuation", M. Chraibi, M. Moltes, A. Schadschneider and A. Seyfried (Eds.): Traffic and Granular Flow '13 (2015), pp. 227-231.
2. T.Ezaki and D. Yanagisawa, "Metastability in pedestrian evacuation", G.C. Sirakoulis and S. Bandini (Eds.): Lecture Notes in Computer Science 7495 (2012), pp. 776-784.
Miscellaneous Articles (refereed)/研究紹介記事等
1. 江崎貴裕, 今村卓史, "ネットワーク上の非対称単純排他過程（ＡＳＥＰ）", 応用数理 23(3), 7--15 (2013).
2. T. Ezaki, "Comments on 'Y.-Q. Wang, et al., Commun. Nonlinear Sci. Numer. Simul. 103:105981 (2021)' ", Commun. Nonlinear Sci. Numer. Simul. 107:106154 (2022) / arXiv:2109.02525.