Publications (2024)

Journal

1.Savong BOU, Toshiyuki AMAGASA, Hiroyuki KITAGAWA,
"Finformer: Fast Incremental and General Time Series Data Prediction",
IEICE Transactions on Information and Systems, 2024, Volume E107.D, Issue 5, Pages 625-637, Released on J-STAGE May 01, 2024, Online ISSN 1745-1361, Print ISSN 0916-8532,
https://doi.org/10.1587/transinf.2023DAP0003, https://www.jstage.jst.go.jp/article/transinf/E107.D/5/E107.D_2023DAP0003/_article/-char/en
2.Keisuke KAWANO, Satoshi KOIDE, Hiroaki SHIOKAWA, Toshiyuki AMAGASA,
"Multi-Dimensional Fused Gromov Wasserstein Discrepancy for Edge-Attributed Graphs",
IEICE Transactions on Information and Systems, 2024, Volume E107.D, Issue 5, Pages 683-693, Released on J-STAGE May 01, 2024, Online ISSN 1745-1361, Print ISSN 0916-8532,
https://doi.org/10.1587/transinf.2023DAP0014, https://www.jstage.jst.go.jp/article/transinf/E107.D/5/E107.D_2023DAP0014/_article/-char/en

Conference

1.Yuma Kokubo and Toshiyuki Amagasa,
"Cost-based Load Balancing of RDF Reasoning in Fog-Computing Environments,"
The 39th ACM/SIGAPP Symposium On Applied Computing (SAC 2024), pp. 572-579, Avila, Spain, April 8-12, 2024. https://doi.org/10.1145/3605098.3636047
2.Saki Tsumoto, Fusae Kawana, Kazumasa Horie, Minori Masaki, Kei Nishida, Kazuya Miyanishi, Jaehoon Seol, Morie Tominaga, Takashi Amemiya, Tetsuro Hiei, Akihiro Tani, Masaki Matsubara, Atsuyuki Morishima, Hiroyuki Kitagawa, Masashi Yanagisawa,
"Automated Generation of Narrative Sleep Reports Utilizing Portable Electroencephalogram Data through ChatGPT",
Proc. 12th IEEE International Conference on Healthcare Informatics (IEEE ICHI 2024), Orlando, Florida, June 3-6, 2024. (to appear)
3.Juan Carlos Neira Almanza, Leo Ota, Kazumasa Horie, Fusae Kawana, Toshio Kokubo, Masashi Yanagisawa, Hiroyuki Kitagawa,
"Sleep and Arousal Scoring for In-home EEG Signals: A Multitask Learning Approach",
Proc. 12th IEEE International Conference on Healthcare Informatics (IEEE ICHI 2024), Orlando, Florida, June 3-6, 2024. (to appear)
4.Vijdan Khalique, Hiroyuki Kitagawa, and Toshiyuki Amagasa,
"Boundary Point Detection Combining Gravity and Outlier Detection Methods,"
Proceedings of Workshop on Emerging Results in Data Science and Engineering (ERDSE), co-located with 29th International Conference on Database Systems for Advanced Applications (DASFAA), Gifu, Japan, July 2-5, 2024. (to appear)
5.Hiroaki Shiokawa, Yuma Naoi, Shohei Matsugu,
"Efficient Correlated Subgraph Searches for AI-powered Drug Discovery,"
In Proceedings of the 33rd International Joint Conference on Artificial Intelligence (IJCAI2024), Jeju, South Korea, August 2024. (Full paper) (to appear)
6.Shohei Matsugu, Suomi Kobayashi, Hiroaki Shiokawa,
"An Efficient Indexing Method for Dynamic Graph kNN,"
In Proceedings of the 35th International Conference on Database and Expert Systems Applications (DEXA2024), pp.000-000, Naples, Italy, August 2024. (to appear)