Research output per year
Research output per year
Personal profile
Personal profile
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Dive into the research topics where Shin Ando is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Anomaly Detection via Few-Shot Learning on Normality
Ando, S. & Yamamoto, A., 2023, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2022, Proceedings. Amini, M.-R., Canu, S., Fischer, A., Guns, T., Kralj Novak, P. & Tsoumakas, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 275-290 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13713 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
Discriminative prototype set learning for nearest neighbor classification
Ando, S., 2018, p. 468-476. 9 p.Research output: Contribution to conference › Paper › peer-review
Open Access -
Deep Over-sampling Framework for Classifying Imbalanced Data
Ando, S. & Huang, C. Y., 2017, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2017, Proceedings. Ceci, M., Dzeroski, S., Vens, C., Todorovski, L. & Hollmen, J. (eds.). Springer Verlag, p. 770-785 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10534 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
137 Citations (Scopus) -
Classification of Temporal and Sequential Data Using Bag-of-Subsequences Features
Ando, S. & Suka, Y., 29 Jan 2016, Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015. Wu, X., Tuzhilin, A., Xiong, H., Dy, J. G., Aggarwal, C., Zhou, Z.-H. & Cui, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1417-1424 8 p. 7395836. (Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
Classifying imbalanced data in distance-based feature space
Ando, S., 1 Mar 2016, In: Knowledge and Information Systems. 46, 3, p. 707-730 24 p.Research output: Contribution to journal › Article › peer-review
24 Citations (Scopus)