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Satoru Miyano

Researcher at Tokyo Medical and Dental University

Publications -  874
Citations -  45801

Satoru Miyano is an academic researcher from Tokyo Medical and Dental University. The author has contributed to research in topics: Gene & Gene regulatory network. The author has an hindex of 84, co-authored 811 publications receiving 38723 citations. Previous affiliations of Satoru Miyano include University of Paderborn & Institute of Medical Science.

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A machine discovery from amino acid sequences by decision trees over regular patterns

TL;DR: It is shown that the class of languages defined by decesion trees of depth at mostd overk-variable regular patterns is polynomial-time learnable in the sense of probably approximately correct (PAC) learning for any fixedd, k≥0.
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A versatile petri net based architecture for modeling and simulation of complex biological processes.

TL;DR: A new enhanced Petri net called hybrid functional PetriNet with extension (HFPNe) is defined, which model and simulate with HFPNe four biological processes that are diffcult to represent with the previous architecture HFPN.