Department of Mathematical Sciences Based on Modeling and Analysis

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  • 2021

    Lslock: A method to estimate state space model by spatiotemporal continuity

    Ishizone, T. & Nakamura, K., 2021, CONTROLO 2020 - Proceedings of the 14th APCA International Conference on Automatic Control and Soft Computing. Gonçalves, J. A., Braz-César, M. & Coelho, J. P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 342-351 10 p. (Lecture Notes in Electrical Engineering; vol. 695 LNEE).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2020

    Development of a Cyber Incident Information Crawler

    Ikegami, K., Yamada, M., Kikuchi, H. & Inui, K., 1 Jan 2020, Innovative Mobile and Internet Services in Ubiquitous Computing - Proceedings of the 13th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing IMIS-2019. Barolli, L., Xhafa, F. & Hussain, O. K. (eds.). Springer Verlag, p. 447-455 9 p. (Advances in Intelligent Systems and Computing; vol. 994).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Is the statistical property of the arrowhead price fluctuation time dependent?

    Tanaka-Yamawaki, M. & Yamanaka, M., 2020, Intelligent Decision Technologies - Proceedings of the 12th KES International Conference on Intelligent Decision Technologies, KES-IDT 2020. Czarnowski, I., Howlett, R. J., Jain, L. C., Jain, L. C. & Jain, L. C. (eds.). Springer, p. 479-486 8 p. (Smart Innovation, Systems and Technologies; vol. 193).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2019

    Jazz piano trio synthesizing system based on HMM and DNN

    Hori, T., Nakamura, K. & Sagayama, S., 1 Jan 2019, Proceedings of the 14th Sound and Music Computing Conference 2017, SMC 2017. Lokki, T., Patynen, J. & Valimaki, V. (eds.). Aalto University, p. 153-158 6 p. (Proceedings of the 14th Sound and Music Computing Conference 2017, SMC 2017).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Mathematical model to estimate loss by cyber incident in Japan

    Yamada, M., Kikuchi, H., Matsuyama, N. & Inui, K., 2019, ICISSP 2019 - Proceedings of the 5th International Conference on Information Systems Security and Privacy. Mori, P., Furnell, S. & Camp, O. (eds.). SciTePress, p. 353-360 8 p. (ICISSP 2019 - Proceedings of the 5th International Conference on Information Systems Security and Privacy).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • Multiresolutional Hierarchical Bayesian NMF for Detailed Audio Analysis of Music Performances

    Hori, T., Nakamura, K. & Sagayama, S., 4 Mar 2019, 2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1626-1635 10 p. 8659656. (2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2018 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2018

    Is market efficiency enhanced in sub-second trading market?

    Tanaka-Yamawaki, M., Ikura, Y. S. & Yamanaka, M., 1 Jan 2018, MCCSIS 2018 - Multi Conference on Computer Science and Information Systems; Proceedings of the International Conferences on Big Data Analytics, Data Mining and Computational Intelligence 2018, Theory and Practice in Modern Computing 2018 and Connected Smart Cities 2018. Abraham, A. P., Roth, J., Rodrigues, L. & Peng, G. C. (eds.). IADIS, p. 3-10 8 p. (MCCSIS 2018 - Multi Conference on Computer Science and Information Systems; Proceedings of the International Conferences on Big Data Analytics, Data Mining and Computational Intelligence 2018, Theory and Practice in Modern Computing 2018 and Connected Smart Cities 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Music chord recognition from audio data using bidirectional encoder-decoder LSTMs

    Hori, T., Nakamura, K. & Sagayama, S., 5 Feb 2018, Proceedings - 9th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2017. Institute of Electrical and Electronics Engineers Inc., p. 1312-1315 4 p. (Proceedings - 9th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2017; vol. 2018-February).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Citations (Scopus)
  • Stock prediction using randomness level of price fluctuation measured by the RMT-test

    Tanaka-Yamawaki, M., Mikamori, Y. & Yang, X., 1 Jan 2018, MCCSIS 2018 - Multi Conference on Computer Science and Information Systems; Proceedings of the International Conferences on Big Data Analytics, Data Mining and Computational Intelligence 2018, Theory and Practice in Modern Computing 2018 and Connected Smart Cities 2018. Abraham, A. P., Roth, J., Rodrigues, L. & Peng, G. C. (eds.). IADIS, p. 35-42 8 p. (MCCSIS 2018 - Multi Conference on Computer Science and Information Systems; Proceedings of the International Conferences on Big Data Analytics, Data Mining and Computational Intelligence 2018, Theory and Practice in Modern Computing 2018 and Connected Smart Cities 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Understanding the mechanism of heart dysfunction through modeling and simulation

    Osman Gani, M., Ferdows, M. & Ogawa, T., 20 Nov 2018, 6th International Conference on Science and Engineering in Mathematics, Chemistry and Physics: ScieTech18: The Nature Math - The Science. Gaol, F. L., Gajjar, P. N. & Akhtar, J. (eds.). American Institute of Physics Inc., 020015. (AIP Conference Proceedings; vol. 2043).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2016

    Chaotic dynamics in an integro-differential reaction-diffusion system in the presence of 0:1:2 resonance

    Ogawa, T. & Sakamoto, T. O., 1 Jan 2016, Mathematical Fluid Dynamics, Present and Future. Shibata, Y. & Suzuki, Y. (eds.). Springer New York LLC, p. 531-562 32 p. (Springer Proceedings in Mathematics and Statistics; vol. 183).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
  • 2013

    Extracting Market Trends from the Cross Correlation between Stock Time Series

    Tanaka-Yamawaki, M., Yang, X., Kido, T. & Yamamoto, A., 1 Jan 2013, Advanced Techniques for Knowledge Engineering and Innovative Applications - 16th International Conference, KES 2012, Revised Selected Papers. Springer Verlag, p. 25-38 14 p. (Communications in Computer and Information Science; vol. 246 CCIS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Feedback stabilization of non-uniform spatial pattern in reaction-diffusion systems

    Kashima, K., Ogawa, T. & Sakurai, T., 2013, 2013 American Control Conference, ACC 2013. Institute of Electrical and Electronics Engineers Inc., p. 3759-3764 6 p. 6580412. (Proceedings of the American Control Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    6 Citations (Scopus)
  • Finding good and considerate strategies in the iterated prisoners dilemma

    Tanaka, M. & Itoi, R., 1 Dec 2013, Intelligent Decision Technologies. Proceedings of the 5th KES International Conference on Intelligent Decision Technologies (KES-IDT 2013). Neves-Silva, R., Watada, J., Gloria, P-W., Jain, L. & Howlett, R. (eds.). p. 216-224 9 p. (Frontiers in Artificial Intelligence and Applications; vol. 255).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Randomness as the security levels of investments

    Tanaka, M., Yang, X. & Mikamori, Y., 1 Dec 2013, Intelligent Decision Technologies. Proceedings of the 5th KES International Conference on Intelligent Decision Technologies (KES-IDT 2013). Neves-Silva, R., Watada, J., Gloria, P-W., Jain, L. & Howlett, R. (eds.). p. 344-352 9 p. (Frontiers in Artificial Intelligence and Applications; vol. 255).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2012

    Extraction of groove feelings from drum data using non-negative matrix factorization

    Ohya, Y., Nakamura, K. & Tokunaga, T., 1 Dec 2012, 6th International Conference on Soft Computing and Intelligent Systems, and 13th International Symposium on Advanced Intelligence Systems, SCIS/ISIS 2012. p. 125-130 6 p. 6505312. (6th International Conference on Soft Computing and Intelligent Systems, and 13th International Symposium on Advanced Intelligence Systems, SCIS/ISIS 2012).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
  • 2011

    Sequential data assimilation in geotechnical engineering and its application to seepage analysis

    Nakamura, K., Yamamoto, S. & Honda, M., 13 Sep 2011, Fusion 2011 - 14th International Conference on Information Fusion. 5977690. (Fusion 2011 - 14th International Conference on Information Fusion).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Citations (Scopus)
  • Testing randomness by means of RMT formula

    Yang, X., Itoi, R. & Tanaka-Yamawaki, M., 2011, Intelligent Decision Technologies - Proceedings of the 3rd International Conference on Intelligent Decision Technologies, IDT'2011. p. 589-596 8 p. (Smart Innovation, Systems and Technologies; vol. 10 SIST).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    9 Citations (Scopus)
  • Trend-extraction of stock prices in the American market by means of RMT-PCA

    Tanaka-Yamawaki, M., Kido, T. & Itoi, R., 2011, Intelligent Decision Technologies - Proceedings of the 3rd International Conference on Intelligent Decision Technologies, IDT'2011. p. 637-646 10 p. (Smart Innovation, Systems and Technologies; vol. 10 SIST).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    5 Citations (Scopus)
  • 2010

    Detecting precursory events in time series data by an extension of singular spectrum transformation

    Tokunaga, T., Ikeda, D., Nakamura, K., Higuchi, T., Yoshikawa, A., Uozumi, T., Fujimoto, A., Morioka, A. & Yumoto, K., 1 Dec 2010, Selected Topics in Applied Computer Science - 10th WSEAS International Conference on Applied Computer Science, ACS'10. p. 366-374 9 p. (International Conference on Applied Computer Science - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Extracting principal components from pseudo-random data by using random matrix theory

    Tanaka-Yamawaki, M., 2010, Knowledge-Based and Intelligent Information and Engineering Systems - 14th International Conference, KES 2010, Proceedings. PART 3 ed. p. 602-611 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6278 LNAI, no. PART 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Citations (Scopus)
  • 2009

    Effect of reputation on the formation of cooperative network of prisoners

    Tanaka-yamawaki, M. & Murakami, T., 7 May 2009, New Advances in Intelligent Decision Technologies: Results of the First KES International Symposium IDT 2009. Nakamatsu, K., Phillips-Wren, G., Jain, L. & Howlett, R. (eds.). Springer Verlag, p. 615-623 9 p. (Studies in Computational Intelligence; vol. 199).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Citations (Scopus)
  • Parameter estimation of in silico biological pathways with particle filtering towards a petascale computing

    Nakamura, K., Yoshida, R., Nagasaki, M., Miyano, S. & Higuchi, T., 2009, Pacific Symposium on Biocomputing 2009, PSB 2009. p. 227-238 12 p. (Pacific Symposium on Biocomputing 2009, PSB 2009).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    26 Citations (Scopus)
  • 2008

    Dynamical effect on tick-wise price predictions

    Tanaka-Yamawaki, M. & Awaji, K., 2008, Knowledge-Based Intelligent Information and Engineering Systems - 12th International Conference, KES 2008, Proceedings. PART 2 ed. Springer Verlag, p. 442-449 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5178 LNAI, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Human random generation and its applications

    Tanaka, M., 17 Nov 2008, ICSOFT 2008 - Proceedings of the 3rd International Conference on Software and Data Technologies. DPS/KE/- ed. p. 396-399 4 p. (ICSOFT 2008 - Proceedings of the 3rd International Conference on Software and Data Technologies; vol. PL, no. DPS/KE/-).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2007

    Adaptive use of technical indicators for predicting the intra-day price movements

    Tanaka, M. & Tokuoka, S., 1 Dec 2007, Knowledge-Based Intelligent Information and Engineering Systems: KES 2007 - WIRN 2007 - 11th International Conference, KES 2007, XVII Italian Workshop on Neural Networks, Proceedings. PART 2 ed. p. 597-603 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4693 LNAI, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
  • Effective indices to characterize short sequences of human random generations

    Mishima, M. & Tanaka, M., 1 Dec 2007, Proceedings of the 12th International Symposium on Artificial Life and Robotics, AROB 12th'07. p. 705-708 4 p. (Proceedings of the 12th International Symposium on Artificial Life and Robotis, AROB 12th'07).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2006

    A new scheme for interactive multi-criteria decision making

    Streichert, F. & Tanaka-Yamawaki, M., 2006, Knowledge-Based Intelligent Information and Engineering Systems - 10th International Conference, KES 2006, Proceedings. Springer Verlag, p. 655-662 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4253 LNAI - III).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Effect of moving averages in the tickwise tradings in the stock market

    Streichert, F., Tanaka-Yamawaki, M. & Iwata, M., 1 Jan 2006, Knowledge-Based Intelligent Information and Engineering Systems - 10th International Conference, KES 2006, Proceedings. Springer Verlag, p. 647-654 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4253 LNAI - III).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
  • Minority Game as a model for the artificial financial markets

    Tanaka-Yamawaki, M. & Tokuoka, S., 1 Dec 2006, 2006 IEEE Congress on Evolutionary Computation, CEC 2006. p. 2157-2162 6 p. 1688573. (2006 IEEE Congress on Evolutionary Computation, CEC 2006).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    6 Citations (Scopus)
  • The effect of local search on the constrained portfolio selection problem

    Streichen, F. & Tanaka-Yamawaki, M., 2006, 2006 IEEE Congress on Evolutionary Computation, CEC 2006. p. 2368-2374 7 p. 1688601. (2006 IEEE Congress on Evolutionary Computation, CEC 2006).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    27 Citations (Scopus)
  • 2005

    Minority game and the wealth distribution in the artificial market

    Tanaka-Yamawaki, M., 2005, Knowledge-Based Intelligent Information and Engineering Systems - 9th International Conference, KES 2005, Proceedings. Springer Verlag, p. 15-20 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3681 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2004

    Predicting the tick-wise price fluctuations by means of evolutionary computation

    Tanaka-Yamawaki, M. & Motoyama, T., 13 Sep 2004, Proceedings of the 2004 Congress on Evolutionary Computation, CEC2004. p. 955-958 4 p. (Proceedings of the 2004 Congress on Evolutionary Computation, CEC2004; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    7 Citations (Scopus)
  • Self-organization of hierarchy: Dissipative-structure assisted self-assembly of metal nanoparticles in polymer matrices

    Yamaguchi, T., Suematsu, N. & Mahara, H., 1 Dec 2004, Nonlinear Dynamics in Polymeric Systems. Pojman, J. & Tran-Cong-Miyata, Q. (eds.). p. 16-27 12 p. (ACS Symposium Series; vol. 869).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    20 Citations (Scopus)
  • 2003

    Arbitrage chances and the non-Gaussian features of financial data

    Tanaka-Yamawaki, M., Komaki, S. & Itabashi, T., 1 Jan 2003, 2003 IEEE International Conference on Computational Intelligence for Financial Engineering, CIFEr 2003 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 237-242 6 p. 1196266. (IEEE/IAFE Conference on Computational Intelligence for Financial Engineering, Proceedings (CIFEr); vol. 2003-January).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
  • 2000

    Intermittent Chaotic Structure in the Positive Feedback Model of Trading Agents

    Tanaka-Yamawaki, M., 2000, Proceedings of the Fifth Joint Conference on Information Sciences, JCIS 2000, Volume 2. Wang, P. P. & Wang, P. P. (eds.). 2 ed. p. 965-967 3 p. (Proceedings of the Joint Conference on Information Sciences; vol. 5, no. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Real-time Diagnosis of Blood Constituents by the Artificial Neural Network

    Tanaka-Yamawaki, M. & Yoshida, S., 1 Dec 2000, Proceedings of the Fifth Joint Conference on Information Sciences, JCIS 2000, Volume 1. Wang, P. P. & Wang, P. P. (eds.). 1 ed. p. 830-831 2 p. (Proceedings of the Joint Conference on Information Sciences; vol. 5, no. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review