Masatoshi Nagano

University of Electro-Communications

Papers

5

Total Citations

48

H-Index

4

About

No biography available yet.

Research Focus

Computer science5 · 48 citations
Artificial intelligence5 · 48 citations
Gaussian4 · 45 citations
Pattern recognition (psychology)4 · 45 citations
Segmentation4 · 45 citations
Gaussian process4 · 45 citations
Hidden Markov model4 · 44 citations
Machine learning3 · 41 citations
Hierarchical Dirichlet process2 · 35 citations
Latent Dirichlet allocation2 · 35 citations
Topic model2 · 35 citations
Autoencoder3 · 30 citations

Key Achievements

4
H-Index
5
Papers
48
Total Citations
10
Avg Citations/Paper
🏆 Most Cited Paper
HVGH: Unsupervised Segmentation for High-Dimensional Time Series Using Deep Neural Compression and Statistical Generative Model
20 citations · 2019
📈 Most Prolific Year: 2019 (2 Papers)
🤝 Key Collaborators: 6
🏛 Institutions: University of Electro-Communications

Top Papers

  1. 1
    HVGH: Unsupervised Segmentation for High-Dimensional Time Series Using Deep Neural Compression and Statistical Generative Model
    20 citations · 2019
  2. 2
    Sequence Pattern Extraction by Segmenting Time Series Data Using GP-HSMM with Hierarchical Dirichlet Process
    15 citations · 2018
  3. 3
    High-dimensional Motion Segmentation by Variational Autoencoder and Gaussian Processes
    6 citations · 2019
  4. 4
    Spatio-temporal categorization for first-person-view videos using a convolutional variational autoencoder and Gaussian processes
    4 citations · 2022
  5. 5
    Unsupervised phoneme and word acquisition from continuous speech based on a hierarchical probabilistic generative model
    3 citations · 2023

Key Collaborators

TNTomoaki Nakamura5 shared papersTNTakayuki Nagai4 shared papersDMDaichi Mochihashi4 shared papersIKIchiro Kobayashi4 shared papersWTWataru Takano2 shared papersMKMasahide Kaneko1 shared papers
Not generated yet