Concepedia

A study on patent term prediction by survival time analysis using neural hazard model

Koji Marusaki, Kensei Nakai, Shotaro Kataoka, Seiya Kawano, Asahi Hentona, Takeshi Sakumoto, Yuta Yamamoto, Kaede Mori, Hirofumi Nonaka

Technological Forecasting and Social Change · 2024 · 13 citations · 39 references

Concepts

Public HealthInnovation ManagementIntellectual PropertyPredictive AnalyticsSurvival AnalysisHazard FunctionsIntellectual Property ProtectionPatent AnalysisSurvival FunctionsSurvival ModelingSurvival PredictionActuarial Survival AnalysisNeural Network Hazard ClassificationNeural Network Survival ModelsPredictive Hazard Modeling

References

39

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Scikit-learn: Machine Learning in Python

Fabián Pedregosa, Gaël Varoquaux, Alexandre Gramfort et al. · arXiv (Cornell University) · 2012 · 63.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +10

Regression Models and Life-Tables

D. R. Cox · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1972 · 39.3K citations · Full text

Public Health, Biostatistics, Hazard Identification +16

Market value and patent citations

Bronwyn H. Hall, Adam B. Jaffe, Manuel Trajtenberg · Research Publications (Maastricht University) · 2005 · 3.3K citations · Full text

Management, Innovation Management, Econometrics +13

Algorithms for hyper-parameter optimization

James Bergstra, Yoshua Bengio · 2011 · 3.2K citations · Full text

Computing, Computer Science, Algorithms +15