Welcome
I'm Ikumi Suzuki. I'm working at Faculty of Software and Information Science in Iwate Prefectural University, Japan.
Contact
E-Mail: ikumi-s xx sci.kj.yamagata.ac.jp (replace xx with an at sign)
Research Interest
I research in the area of Natural Language Processing, Machine Learning, and Information Retrieval.
I'm very interested in data behavior and data structure, especially when the data represented in the high dimension or containing large number of samples.
I build model how data resides in high dimensional space or based on the model I develop algorithms to learn metrics.
Currently, I'm working on High Dimensional Problem, so called Hubness phenomena.
There are some interesting findings on the property of Laplacian-based kernels and centering technique from hubness point of view.