Error Detection of Ocean Depth Series Data with Area Partitioning and Using Sliding Window. - Shogo Hayashi; Satoshi Ono; Shigeki Hosoda; Masayuki Numao; Ken-ichi Fukui (ICMLA, 2016)

Active Change-Point Detection. - Shogo Hayashi; Yoshinobu Kawahara; Hisashi Kashima (ACML, 2019)

Long-Term Prediction of Small Time-Series Data Using Generalized Distillation. - Shogo Hayashi; Akira Tanimoto; Hisashi Kashima (IJCNN, 2019)

Information Exploration and Exploitation for Machine Learning with Small Data. - Shogo Hayashi (2021)

Bayesian optimization with partially specified queries. - Shogo Hayashi; Junya Honda; Hisashi Kashima (Mach. Learn., 2022)

QA-Matcher: Unsupervised Entity Matching Using a Question Answering Model. - Shogo Hayashi; Yuyang Dong; Masafumi Oyamada (PAKDD (4), 2023)