Concepedia

Ikumi Suzuki

IS

4

Publications

114

Citations

4

H-Index

2013

Active since

Affiliations

Nara Institute of Science and Technology(Current)

National Institute of Genetics

The Institute of Statistical Mathematics

Ikumi Suzuki is an author at Nara Institute of Science and Technology specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceData MiningComputer ScienceMachine LearningKnowledge DiscoveryPattern RecognitionLanguageLinguisticsText Mining

Publications per year

2013–2021

4

Publications

4

Ridge Regression, Hubness, and Zero-Shot Learning

Yutaro Shigeto, Ikumi Suzuki, Kazuo Hara et al. · arXiv (Cornell University) · 2015 · 42 citations · Full text

Few-shot Learning, Engineering, Machine Learning +18

Localized Centering: Reducing Hubness in Large-Sample Data

Kazuo Hara, Ikumi Suzuki, Masashi Shimbo et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2015 · 29 citations · Full text

K-nearest Neighbor Classification, Machine Learning, Engineering +19

Centering Similarity Measures to Reduce Hubs

Ikumi Suzuki, Kazuo Hara, Masashi Shimbo et al. · 2013 · 25 citations · Full text

Cluster Computing, Engineering, Similarity Measure +23

Investigating the Effectiveness of Laplacian-Based Kernels in Hub Reduction

Ikumi Suzuki, Kazuo Hara, Masashi Shimbo et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 18 citations · Full text

Computational Science, Data Centroid, Engineering +15

Rows per page

1–4 of 4