Big Data Analytics Laboratory

BIG DATA ANALYTICS LABORATORYBIG DATA ANALYTICS LABORATORY

Publications

Journal

Transaction

  1. Takeuchi, S., Sugiura, K., Akahoshi, Y. and Zettsu, K.: Spatio-Temporal Pseudo Relevance Feedback for Scientific Data Retrieval, IEEJ Transactions on Electrical and Electronic Engineering, Vol. 12, Issue 1, pp.124-131 (January 2017).
  2. Kuroda, T., Medvedev, A. S., Yiğit, E., Hartogh, P.: Global Distribution of Gravity Wave Sources and Fields in the Martian Atmosphere during Equinox and Solstice Inferred From a High-Resolution General Circulation Model, Journal of the Atmospheric Sciences (September 2016).

Refereed Paper

  1. Tran-The, H. and Zettsu, K.: Discovering Co-occurrence Paterns of Heterogeneous Events from Unevenly-distributed Spatiotemporal Data, 2017 IEEE International Conference on Big Data (Big Data 2017), Boston, MA, USA, pp.1006-1011 (December 2017). DOI: 10.1109/BigData.2017.8258023
  2. Tran-The, H. and Zettsu, K.: Finding Spatiotemporal Co-occurrence Patterns of Heterogeneous Events for Prediction, The 3rd ACM SIGSPATIAL International Workshop on the Use of GIS in Emergency Management (EM-GIS 2017), Redondo Beach, CA, USA, pp.9:1-9:8 (November 2017). DOI: 10.1145/3152465.3152475
  3. Akiba, T., Nakamura, K. and Takaguchi, T.: Fractality of Massive Graphs: Scalable Analysis with Sketch-Based Box-Covering Algorithm, IEEE 16th International Conference on Data Mining (ICDM2016), Barcelona, Spain, pp.769-774 (December 2016).
  4. Ito, S., Fujino, K., Ando, H.: Evaluation of work efficiency in the unmanned construction with communication delays , The 16th Construction Robot Symposium (September 2016). [Excellent Paper Award]

Presentation

  1. Kamada, A., Kasaba, Y., Terada, N., Kuroda, T.: Simulation of the ancient Martian climate with denser pure CO2 atmosphere using ageneral circulation model, DRAMATIC MGCM, The 140th SGEPSS Meeting, R009-P14 (November 2016).
  2. Kuroda, T., Goto, D., Kasai, Y. and Zettsu, K.: Simulation of the Cloud and Aerosol Ddistributions with the Horizontal with the Horizontal resolution of ~5km using NICAM, 2nd workshop on Atmospheric Composition Observation System Simulation Experiments (OSSEs), Reading University, Reading, United Kingdom (November 2016).
  3. Kuroda, T., Medvedev A. S., Yiğit, E., Kuroda, T., Hartogh, P.: Global distribution of gravity wave fields and their seasonal dependence in the Martian atmosphere simulated in a high-resolution general circulation model. DPS48/EPSC11 meeting (October, 2016).
  4. Kuroda, T., Goto, D., Y. Kasai, Y., Zettsu, K.:Demonstration of the atmospheric simulation for Kyushu region with the horizontal resolution of ~5km using NICAM: Towards the air pollution prediction system, 7th GEMS Science Team Meeting (October, 2016).
  5. Takaguchi, T.: Finding Group Structure in Citation Graphs, ISM HPCCON 2016, Tokyo (October 2016).
  6. Aoki, T., Takaguchi, T., Kobayashi, R., Lambiotte, R.: Input-output Relationship in Social Aommunication Datasets Characterized by Neuronal Spike Train Analysis, The 2016 Conference on Complex Systems (September, 2016).
  7. Gauvin, L., Genois, M., Karsai, M., Takguchi, T., Valdano, E.,  Vestergaard, C. L.: Randomization techniques for the analysis of dynamical processes on temporal networks, The 2016 Conference on Complex Systems (September 2016).
  8. Takaguchi, T.: On Uncertainty of Epidemic Spreading in Complex Networks, The 26th Annual Meeting of the Japanese Society for Mathematical Biology (September 2016).
  9. Nogughi, K., Kuroda, T., Hayashi, H.: Atmospheric CO2 Supersaturation Observed in the Martian Polar Nights, 6th International Conference on Mars Polar Science and Exploration (September, 2016).
  10. Kuroda, T., Medvedev, A. S., Kasaba, Y., Hartogh, P.: Baroclinic Waves and CO2 Snowfalls in Martian Winter Polar Atmosphere Simulated by a General Circulation Model, 6th International Conference on Mars Polar Science and Exploration (September, 2016).
  11. Sato, T., Yoshida, N., Kasai, Y.: Vertical Profile and Diurnal Variation in Ozone Isotopic Enrichment from the Middle Stratosphere to Lower Mesosphere, Quadrennial Ozone Symposium of the International Ozone Commission 2016 (September 2016).
  12. Takaguchi, T., Yoshida, Y.: A Pattern-match based Method for Extracting Modules in Directed Networks, Asia-Pacific Econophysics Conference 2016 (August, 2016).
  13. Abe, M.S., Takaguchi, T., Yoshida, Y.: Relationship between Rank Difference and Aggressiveness in Dominance Hierarchy, 16th Congress of the International Society for Behavioral Ecology (July, 2016).
  14. Nakagawa, H., Medvedev A. S., Mockel, C., Yiğit, E., Kuroda, T., Hartogh, P., Terada, K., Terada, N., Seki, K., Schneider, N., Jain, S., Evans, S., Deighan, J., McClintock, W., Lo, D.: Comparison of the Martian Thermospheric Density and Temperature from IUVS/MAVEN Data and General Circulation Modeling, Japan Geoscience Union Meeting 2016 (May 2016).