Komatsuzaki Group, Hokkaido University
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2022.12.02
Jean-Emmanuel Clement, Zannatul Ferdous, Koji Tabata, Shinya Tanaka, Jian Ping Gong, Katsumasa Fujita, Tamiki Komatsuzaki: “Establishment of a novel platform of Raman microscope for diagnosis of hydrogel-generated cancer stem cells”, WPI joint symposium for interdisciplinary life sciences, The 45th Annual Meeting of the Molecular Biology Society of Japan(11.30-12.2 ,2022), Makuhari Messe, Chiba 12, 2 (Oral)
2022.10.31
Tamiki Komatsuzaki: “Acceleration of Single Cell Raman Imaging to Guarantee the Accuracy of Diagnosis by Reinforcement Learning”, Data Modeling and Computation: Capturing Biomolecular Processes(10.31-11.4 ,2022), CECAM-HQ-EPFL, Lausanne, Switzerland 10, 31 (Invited, Oral)
2022.10.04
Tamiki Komatsuzaki: “On-the-fly Raman microscopy with Guaranteeing Accuracy using Reinforcement Learning I: Theory”, FACSS SciX 2022(10.2-10.7 ,2022), Northern Kentucky Convention Center, Cincinnati, Kentucky, USA 10, 4 (Invited, Oral)
2022.09.20
Tamiki Komatsuzaki: “Single Molecule Biophysics: What do Single Molecules Experience its Energy Landscape?”, Computational Biophysics of Atomic Force Microscopy(9.19-9.21 ,2022), Kanazawa University, Kanazawa, Japan 9, 20 (Invited, Oral)
2022.08.31
Jean-Emmanuel Clement, Zannatul Ferdous, James Nicholas Taylor, Koji Tabata, Yoshinori Harada, Masami Tsuda, Shinya Tanaka, Jian Ping Gong, Katsumasa Fujita, Tamiki Komatsuzaki: “Gaussian Weighted Background Correction for Raman images”, 19th European Conference on the Spectroscopy of Biological Molecules(8.29-9.1 ,2022), University of Reims Champagne-Ardenne, Reims, France 8, 31 (Oral)
2022.06.03
Yuta Mizuno, Mikoto Takigawa, Saki Miyashita, Yutaka Nagahata, Hiroshi Teramoto, Tamiki Komatsuzaki: “An algorithm for computing phase space structures in chemical reaction dynamics using Voronoi tessellation”, 37th Symposium on Chemical Kinetics and Dynamics(6.1-6.3 ,2022), Online, Sendai, Japan 6, 3 (Oral)
2022.06.01
Ryoichi Tanaka, Yuta Mizuno, Takuro Tsutsumi, Mikhail Tsitsvero, Mikito Toda, Tetsuya Taketsugu, Tamiki Komatsuzaki: “A Theoretical Study of Organic Reaction Dynamics in a Low Dimensional Space Reduced by Principal Component Analysis”, 37th Symposium on Chemical Kinetics and Dynamics(6.1-6.3 ,2022), Online, Sendai, Japan 6, 1 (Poster)
2022.04.05
Tamiki Komatsuzaki, Koji Tabata, Hiroyuki Kawagoe, James Nicholas Taylor, Kentaro Mochizuki, Toshiki Kubo, Jean-Emmanuel Clement, Yasuaki Kumamoto, Yoshinori Harada, Atsuyoshi Nakamura, Katsumasa Fujita: “On-the-fly Raman image microscopy by reinforcement machine learning”, SPIE Photonics Europe 2022(4.3-4.7 ,2022), Palais de la Musique et des Congrès, Strasbourg, France 4, 5 (Invited, Oral)
2022.03.07
Tamiki Komatsuzaki: “Acceleration of Designing Chemical Reactions by Contextual Multi-armed Bandit Algorithm”, ICReDD/Hokkaido University Five Attached Institutes Joint Symposium(3.7-3.7 ,2022), Online, Sapporo, Japan 3.7, 3.7 (Invited, Oral)
2021.12.22
Yuta Mizuno: “Chemical Reaction Pathway Analysis by Ising Computing”, 2021 RIES-CEFMS on-line symposium (12.21-12.22 ,2021), Center for Emergent Functional Matter Science, National Yang Ming Chiao Tung University 12, 22 (Invited, Oral)
2021.12.06
Zannatul Ferdous, Jean-Emmanuel Clement, James Nicholas Taylor, Koji Tabata, Yoshinori Harada, Masami Tsuda, Shinya Tanaka, Jian Ping Gong, Katsumasa Fujita, Tamiki Komatsuzaki: ” Gaussian Weighted Background Correction Scheme for Hyperspectral Raman Data Preprocessing”, The 22nd RIES-HOKUDAI International Symposium(12.6-12.7 ,2021), Online 12, 6 (Poster)
2021.09.30
Tamiki Komatsuzaki , Koji Tabata, Hiroyuki Kawagoe, James Nicholas Taylor , Kentaro Mochizuki , Jean-Emmanuel Clement , Yasuaki Kumamoto , Atsuyoshi Nakamura , Yoshinori Harada , Katsumasa Fujita: “On-the-fly Raman image microscopy by reinforcement machine learning”, FACSS SciX 2021(9.26-10.1 ,2021), Rhode Island Convention Center, Providence, RI, USA 9, 30 (Invited, Oral)
2021.05.11
Koji Tabata, Atsuyoshi Nakamura, Tamiki Komatsuzaki: “Classification Bandits: Classification Using Expected Rewards as Imperfect Discriminators”, PAKDD2021 Workshop on Machine Learning for MEasurement Informatics(5.11-5.11 ,2021), Online, Osaka 5, 11 (Oral)
2021.02.22
NAGAHATA Yutaka, TAKETSUGU Tetsuya, MAEDA Satoshi, KOMATSUZAKI Tamiki: “The hierarchy of observable reaction networks associated with observation time-intervals”, ICReDD 3rd International Symposium(2.22-2.24 ,2021), Online, Sapporo, Japan 2, 22 (Poster)
2021.02.22
Zannatul Ferdous, Masumi Tsuda, Jean-Emmanuel Clément, Koji Tabata, Jian Ping Gong, Shinya Tanaka, Tamiki Komatsuzaki: “Detection of Cancer Stem Cells in Sarcoma Model Cells Using Morphological Features for Developing New Diagnostics Tools”, ICReDD 3rd International Symposium(2.22-2.24 ,2021), Online, Sapporo, Japan 2, 22 (Poster)
2020.12.10
Sulimon Sattari, Udoy Basak, Motaleb Md. Hossain, Kazuki Horikawa, Tamiki Komatsuzaki: “Vector analysis of amoeba motion with respect to the propagation of chemoattractant cyclic-AMP”, The 21st RIES-HOKUDAI International Symposium(12.10-12.11 ,2020), Online, Sapporo 12, 10 (Poster)
2020.12.10
Md. Motaleb Hossain, Sulimon Sattari, Udoy Sankar Basak, Kazuki Horikawa, Tamiki Komatsuzaki: “Vector analysis of amoeba motion response to a cyclic-AMP wave”, The 21st RIES-HOKUDAI International Symposium(12.10-12.11 ,2020), Online, Sapporo 12, 10 (Poster)
2020.12.10
Jean-Emmanuel Clément, Mochizuki Kentaro, Katsumasa Fujita, Tamiki Komatsuzaki: “Raman Imaging for Exploring Cancer Metabolism”, The 21st RIES-HOKUDAI International Symposium(12.10-12.11 ,2020), Online, Sapporo 12, 10 (Poster)
2020.12.10
Zannatul Ferdous, Masumi Tsuda, Jean-Emmanuel Clément, Koji Tabata, Yusuke Ishida, Jun Suzuka, Jian Ping Gong, Shinya Tanaka, Tamiki Komatsuzaki: “Analysis of Cancer Stem Cells in Sarcoma Model Cells by Deep Neural Network”, The 21st RIES-HOKUDAI International Symposium(12.10-12.11 ,2020), Online, Sapporo 12, 10 (Poster)
2020.12.10
Udoy S. Basak, Sulimon Sattari, Motaleb M. Hossain, Kazuki Horikawa, Tamiki Komatsuzaki: “Inferring domain of Interaction among Dictyostelium discoideum colony from the ensemble of Trajectories of cells”, The 21st RIES-HOKUDAI International Symposium(12.10-12.11 ,2020), Online, Sapporo 12, 10 (Poster)
2020.12.10
Md. Menhazul Abedin, Koji Tabata, Jean-Emmanuel Clément, Masumi Tsuda, Shinya Tanaka, Tamiki Komatsuzaki: “Application of Linear Bandit in Drug Screening Example”, The 21st RIES-HOKUDAI International Symposium(12.10-12.11 ,2020), Online, Sapporo 12, 10 (Poster)
2020.12.10
Abdul Halim Bhuiyan, Jean-Emmanuel Clément, Kentaro Mochizuki, James Nick Taylor, Koji Tabata, Yuta Mizuno, Atsuyoshi Nakamura, Yoshinori Harada, Katsumasa Fujita, Tamiki Komatsuzaki: “To classify Raman spectra using Deep Learning Approach”, The 21st RIES-HOKUDAI International Symposium(12.10-12.11 ,2020), Online, Sapporo 12, 10 (Poster)
2020.12.10
Ryoya Kondo, James N Taylor, Jean-Emmanuel Clément, Yuta Mizuno, Katsumasa Fujita, Yoshinori Harada, Tamiki Komatsuzaki：”Classification of Spectra in Raman Microscopic Image by Chemical Heterogeneity The 21st RIES-HOKUDAI International Symposium”, (12.10-12.11 ,2020), Online, Sapporo 12, 10 (Poster)
2020.07.31
Tamiki Komatsuzaki: “On-the-fly Raman image microscopy by reinforcement machine learning: How to accelerate the measurement?”, SCIX2020 Oct 12-15 Nevada USA (invited) (cancelled because of On-Demand presentation)
2020.05.04
Tamiki Komatsuzaki: “Geometrical aspect of chemical reaction dynamics in thermally fluctuating environments and Future Directions”, Chaos Indicators, Phase Space and Chemical Reaction Dynamics(5.4-5.6 ,2020), University of Bristol, UK (held online) 5, 4 (invited, oral)
2019.12.02
Udoy. S Basak, Sulimon Sattari, Tamiki Komatsuzaki: “An Information-theoretic approach to identify the interaction radius of a group of collectively moving animals”, The 20th RIES-HOKUDAI International Symposium(12.2-12.3 ,2019), Hokkaido University, Sapporo, Japan 12, 2 (Poster)
2019.12.02
Hiroshi Teramoto, Yutaro Kabata, Kenta Hayano, Naoki Hamada: “Type of singularity that can appear in Pareto set”, The 20th RIES-HOKUDAI International Symposium(12.2-12.3 ,2019), Hokkaido University, Sapporo, Japan 12, 2 (Poster)
2019.12.02
Sulimon Sattari, Udoy Basak, Sky Nicholson, Jason Green, Mikito Toda, Tamiki Komatsuzaki: “A sandbox model system for analyzing leadership in collective motion”, The 20th RIES-HOKUDAI International Symposium(12.2-12.3 ,2019), Hokkaido University, Sapporo, Japan 12, 2 (Poster)
2019.12.02
Koji Tabata, Atsuyoshi Nakamura, Tamiki Komatsuzaki: “Bad Arm Existence Checking Algorithm with Bandit Feeedback”, The 20th RIES-HOKUDAI International Symposium(12.2-12.3 ,2019), Hokkaido University, Sapporo, Japan 12, 2 (Poster)
2019.12.02
Khalifa Mohammad Helal, Harsono Cahyadi, J. Nicholas Taylor, Akira Okajima, Yasuaki Kumamoto, Hideo Tanaka, Yoshinori Harada, Tamiki Komatsuzaki: “Raman Microscopic Histology using Ensemble Learning for Non-alcoholic Fatty Liver Disease”, The 20th RIES-HOKUDAI International Symposium(12.2-12.3 ,2019), Hokkaido University, Sapporo, Japan 12, 2 (Poster)
2019.12.02
J. Nicholas Taylor, Kentaro Mochizuki, Kosuke Hashimoto, Yasuaki Kumamoto, Yoshinori Harada, Katsumasa Fujita, Tamiki Komatsuzaki: “High Resolution Raman Microscopic Detection of Follicular Thyroid Cancer Cells with Unsupervised Machine Learning”, The 20th RIES-HOKUDAI International Symposium(12.2-12.3 ,2019), Hokkaido University, Sapporo, Japan 12, 2 (Poster)
2019.12.02
Jean-Emmanuel Clement, Shunsuke Ono, Kentaro Mochizuki, Katsumasa Fujita, Tamiki Komatsuzaki: “Raman Imaging for Exploring Cancer Metabolism”, The 20th RIES-HOKUDAI International Symposium(12.2-12.3 ,2019), Hokkaido University, Sapporo, Japan 12, 2 (Poster)
2019.11.26
Tamiki Komatsuzaki: “On-the-fly Raman image microscopy by reinforcement machine learning”, Biomedical Raman Imaging 2019(11.24-11.26 ,2019), Icho Kaikan, Suita Campus, Osaka University, Osaka, Japan 11, 26 (invited, oral)
2019.11.25
Jean-Emmanuel Clement, Shunsuke Ono, Kentaro Mochizuki, Katsumasa Fujita, Tamiki Komatsuzaki: “Accelerated Raman hyperspectral imaging for cancer diagnosis”, Biomedical Raman Imaging 2019(11.24-11.26 ,2019), Icho Kaikan, Suita Campus, Osaka University, Osaka, Japan 11, 25 (oral)
2019.11.25
Khalifa Mohammad Helal, Harsono Cahyadi, J. Nicholas Taylor, Akira Okajima, Yasuaki Kumamoto, Hideo Tanaka, Yoshinori Harada, Tamiki Komatsuzaki: “Raman Hyperspectral Image Analysis Using Ensemble Learning for Non-alcoholic Fatty Liver Disease”, Biomedical Raman Imaging 2019(11.24-11.26 ,2019), Icho Kaikan, Suita Campus, Osaka University, Osaka, Japan 11, 25 (oral)
2019.10.31
Tamiki Komatsuzaki: “Causal inference in Leader-follower relationship”, ICSB 2019: Singularity Biology: small elements change the function of the whole systems(10.31 ,2019), Okinawa Institute of Science and Technology Graduate University, Okinawa, Japan 10, 31 (oral)
2019.10.21
Hiroshi Teramoto: “Classification of band crossing geometries, their invariants and bifurcations”, 6th International Workshop on Singularities in Generic Geometry and its Applications(10.21-10.25 ,2019), Campus de Burjassot of the Universitat de València, València 10, 21 (oral)
2019.09.13
Hiroshi Teramoto： ”Automation algorithms of classification of singularities, current status and future perspectives”, Singularity Theory and its Applications in Differential Equations and Differential Geometry(9.8-9.14 ,2019), Lomonosov Moscow State University, Department of Mechanics and Mathematics, Moscow 9, 13 (oral)
2019.08.02
Hiroshi Teramoto：”Classification, bifurcation and invariants of band crossings in terms of singularity theory”, Progress in the Mathematics of Topological States of Matter(7.29-8.2 ,2019), AIMR, Tohoku University, Sendai, Japan 8, 2 (Invited, Oral)
2019.07.03
Yuta Mizuno: “A diagrammatic approach to understanding complicated nonadiabatic chemical reaction dynamics”, XV INTERNATIONAL WORKSHOP ON QUANTUM REACTIVE SCATTERING (QRS2019 workshop)(7.1-5, 2019), Saitama University, Saitama, Japan 7, 3(oral)
2019.06.19
Jean-Emmanuel Clement: “Reflection about Surface Enhanced Raman Spectroscopy”, The Complexity of Dynamics and Kinetics from Single Molecules to Cells(6.15-6.20 ,2019), Telluride Intermediate School, Telluride, CO. USA 6, 19(oral)
2019.06.17
Tamiki Komatsuzaki: “Raman pathology and its phenotypic landscape for Non-alcoholic fatty liver diseases”, The Complexity of Dynamics and Kinetics from Single Molecules to Cells(6.15-6.20 ,2019), Telluride Intermediate School, Telluride, CO. USA 6, 17(invited, oral)
2019.05.04
Tamiki Komatsuzaki: “Deciphering hierarchical features in reaction network and energy landscape”, Network analysis to elucidate natural system dynamics, diversity and performance(5.2-5.4 ,2019), CECAM-FR-RA, Lyon, France 5, 4 (invited, oral)
2019.05.03
Aurelien Pelissierさんが講演いたしました。Aurelien Pelissier, Atsuyoshi Nakamura, Koji Tabata: “Feature Selection As Monte-Carlo Search in Growing Single Rooted Directed Acyclic Graph by Best Leaf Identification”, 2019 SIAM International Conference on Data Mining(5.2-5.4 ,2019), Hyatt Regency Calgary, Canada, Calgary 5, 3 (oral)
2018.07.10
Tamiki Komatsuzaki: “How One can Extract Energy Landscape from Single -Molecule Time Series under the Existence of Noise?”, Biophysical Dynamics(7.9-7.13 ,2018), Telluride Intermediate School, Telluride, CO. USA 7, 10 (invited, oral)
2018.05.09
Hiroshi Teramoto: “Normal forms in singularity for geometric classifications of band structures”, TraX International Conference 2018(5.9-5.10 ,2018), Campus de Cantoblanco of the Universidad Autónoma de Madrid, Madrid, Spain 5, 9 (invited, oral)
2017.11.30
Sulimon Sattari, Tamiki Komatsuzaki: “Predicting Biological Cell Aggregation Using Scalable Random Forest Decision Trees”, The 18th RIES-Hokudai International Symposium(11.30-12.1 ,2017), Chateraise Gateaux Kingdom Sapporo, Sapporo, Hokkaido 11, 30 (Poster)
2017.11.30
Khalifa Mohammad Helal, Harsono Cahyadi, J. Nicholas Taylor, Akira Okajima, Yauaki Kumamoto, Hideo Tanaka, Yoshinori Harada, Tamiki Komatsuzaki: “Raman Microscopic Image Analysis based on Information-theoretic Approach”, The 18th RIES-Hokudai International Symposium(11.30-12.1 ,2017), Chateraise Gateaux Kingdom Sapporo, Sapporo, Hokkaido 11, 30 (Poster)
2017.11.30
J. Nicholas Taylor, Tamiki Komatsuzaki: “Apparent Nonequilibrium Behavior in Single-Molecule FRET Time-Series Induced by Photophysics”, The 18th RIES-Hokudai International Symposium(11.30-12.1 ,2017), Chateraise Gateaux Kingdom Sapporo, Sapporo, Hokkaido 11, 30 (Poster)
2017.11.30
Sosuke Ito: “Thermodynamics and information geometry”, The 18th RIES-Hokudai International Symposium(11.30-12.1 ,2017), Chateraise Gateaux Kingdom Sapporo, Sapporo, Hokkaido 11, 30 (Poster)