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Fingerprint 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.

Time series Engineering & Materials Science
Gene expression Engineering & Materials Science
Genetic algorithms Engineering & Materials Science
Genes Engineering & Materials Science
Data mining Engineering & Materials Science
Genetic programming Engineering & Materials Science
Evolutionary algorithms Engineering & Materials Science
Artificial Immune System Mathematics

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Research Output 2000 2018

  • 352 Citations
  • 10 h-Index
  • 25 Conference contribution
  • 10 Article
  • 5 Paper
  • 1 Editorial

Discriminative prototype set learning for nearest neighbor classification

Ando, S., 1 Jan 2018, p. 468-476. 9 p.

Research output: Contribution to conferencePaper

Vector spaces
5 Citations (Scopus)

Deep Over-sampling Framework for Classifying Imbalanced Data

Ando, S. & Huang, C. Y., 1 Jan 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 proceedingConference contribution

Oversampling
Sampling
Neural Networks
Feature Space
Neural networks

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 proceedingConference contribution

Time series
Image analysis
Learning systems
Feature extraction
Cleaning
12 Citations (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 journalArticle

Costs
Sampling
Convex optimization
1 Citation (Scopus)

Minimizing response time in time series classification

Ando, S. & Suzuki, E., 1 Feb 2016, In : Knowledge and Information Systems. 46, 2, p. 449-476 28 p.

Research output: Contribution to journalArticle

Time series
Classifiers
Quadratic programming
Agglomeration