Concepedia

Masashi Shimbo

MS

29

Publications

1.3K

Citations

21

H-Index

1996

Active since

Affiliations

Nara Institute of Science and Technology(Current)

National Institute of Genetics

The Institute of Statistical Mathematics

Université Libre de Bruxelles

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

Top concepts

EngineeringData ScienceComputer ScienceKnowledge DiscoveryText MiningNatural Language ProcessingData MiningMachine LearningInformation RetrievalComputational Linguistics

Publications per year

1996–2021

29

Publications

29

Knowledge Transfer for Out-of-Knowledge-Base Entities : A Graph Neural Network Approach

Takuo Hamaguchi, Hidekazu Oiwa, Masashi Shimbo et al. · 2017 · 288 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

A family of dissimilarity measures between nodes generalizing both the shortest-path and the commute-time distances

Luh Yen, Marco Saerens, Amin Mantrach et al. · 2008 · 86 citations

Engineering, Pathfinding, Network Analysis +23

Knowledge Base Completion with Out-of-Knowledge-Base Entities: A Graph Neural Network Approach

Takuo Hamaguchi, Hidekazu Oiwa, Masashi Shimbo et al. · Transactions of the Japanese Society for Artificial Intelligence · 2018 · 77 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

Controlling the learning process of real-time heuristic search

Masashi Shimbo, Toru Ishida · Artificial Intelligence · 2003 · 76 citations

Artificial Intelligence, Real-time Heuristic Search, Cognitive Science +8

Developments in the theory of randomized shortest paths with a comparison of graph node distances

Ilkka Kivimäki, Masashi Shimbo, Marco Saerens · Physica A Statistical Mechanics and its Applications · 2013 · 75 citations · Full text

Randomized Shortest Paths, Network Science, Graph Theory +13

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