PUBLICATIONS IN 2021

JOURNALS

  1. Jianbin Qin, Chuan Xiao, Yaoshu Wang, Wei Wang, Xuemin Lin, Yoshiharu Ishikawa, Guoren Wang,
    Generalizing the Pigeonhole Principle for Similarity Search in Hamming Space,
    IEEE Transactions on Knowledge and Data Engineering, Vol. 33, No. 2, pp. 489-505, February 2021.
    – DOI: 10.1109/TKDE.2019.2899597
  2. Daiki Takao, Kento Sugiura, Yoshiharu Ishikawa,
    Approximate Streaming Aggregation with Low-Latency and High-Reliability for Edge Computing,
    IEICE Transactions on Information and Systems, Vol. J104-D, No. 5, pp. 463-475, May 2021. (in Japanese)
    – DOI: 10.14923/transinfj.2020DEP0004
  3. Kejing Lu, Yoshiharu Ishikawa, Mineichi Kudo, Chuan Xiao,
    HVS: Hierarchical Graph Structure Based on Voronoi Diagrams for Solving Approximate Nearest Neighbor Search,
    Proceedings of the VLDB Endowment (PVLDB), Vol. 15, No. 2, pp. 246-258, October 2021.
    – DOI: 10.14778/3489496.3489506

CONFERENCES

  1. Kejing Lu, Mineichi Kudo,
    MLSH: Mixed Hash Function Family for Approximate Nearest Neighbor Search in Multiple Fractional Metrics,
    International Conference on Database Systems for Advanced Applications (DASFAA 2021), Proceedings 2, pp. 569-584, April 2021. (virtual conference).
    – DOI: 10.1007/978-3-030-73197-7_38
  2. Yaoshu Wang, Chuan Xiao, Jianbin Qin, Rui Mao, Makoto Onizuka, Wei Wang, Rui Zhang, Yoshiharu Ishikawa,
    Consistent and Flexible Selectivity Estimation for High-Dimensional Data,
    ACM SIGMOD International Conference on Management of Data (SIGMOD 2021), pp. 2319-2327, Xi’an, China (virtual conference), June 2021.
    – DOI: 10.1145/3448016.3452772
  3. Tetsuro Kakeshita, Kazuo Ishii, Yoshiharu Ishikawa, Hitoshi Matsubara, Yutaka Matsuo, Tsuyoshi Murata, Miyuki Nakano, Takako Nakatani, Haruhiko Okumura, Naoko Takahashi, Norimitsu Takahashi, Gyo Uchida, Eriko Uematsu, Satoshi Saeki and Hiroshi Kato,
    Development of IPSJ Data Science Curriculum Standard,
    IFIP TC3 OCCE (Open Conference in Education) 2021 DTEL (Digital Transformation of Education and Learning), Tampere, Finland, August 2021.
    Published as: Digital Transformation of Education and Learning – Past, Present and Future. OCCE 2021. IFIP Advances in Information and Communication Technology, vol 642. Springer, Cham.
    – DOI: 10.1007/978-3-030-97986-7_13
  4. Yuta Kasai, Kento Sugiura, Yoshiharu Ishikawa,
    Spatial Skyline Queries on Triangulated Irregular Networks,
    17th International Symposium on Spatial and Temporal Databases, Online Conference, pp. 64-73, ACM, August 2021.
    – DOI: 10.1145/3469830.3470901
  5. Daiki Takao, Kento Sugiura, Yoshiharu Ishikawa,
    Approximate Fault Tolerance for Edge Stream Processing,
    The 1st International Workshop on Time Ordered Data (ProTime 2021) – DEXA 2021 Workshop, pp. 173-183, Linz, Austlia (virtual conference), August 2021.
    – DOI: 10.1007/978-3-030-87101-7_17
  6. Ayahito Saji, Daiki Takao, Yoshihide Kato, Shigeki Matsubara,
    Natural Language Inference using Neural Network and Tableau Method,
    Proceedings of the 35th Pacific Asia Conference on Language, Information and Computation, pp.406–414, 2011.
  7. Tianjia Ni, Kento Sugiura, Yoshiharu Ishikawa, Kejing Lu,
    Approximate Query Processing with Error Guarantees,
    Ninth International Conference on Big Data Analytics in Astronomy, Science and Engineering (BDA 2021), pp. 233-244, LNCS 13167, December 2021.
    – DOI: 10.1007/978-3-030-96600-3_17

TALKS

  1. Yoshiharu Ishikawa,
    Approximate Fault-tolerant Data Stream Aggregation for Edge Computing,
    Ninth International Conference on Big Data Analytics in Astronomy, Science and Engineering (BDA 2021), December 2021. (invited talk)