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Applying Deep Learning Technologies to Evaluate the Patent Quality with the Collaborative Training
5 references·2 citing·32 second hop
Applying Deep Learning Technologies to Evaluate the Patent Quality with the Collaborative Training (2021)Applying Deep Learning Technologies to Ev…A patent quality analysis and classification system using self-organizing maps with support vector machine (2016)A patent quality analysis and…Patent valuation based on text mining and survival analysis (2014)Patent valuation based on tex…Patent Maintenance Recommendation with Patent Information Network Model (2011)Patent Maintenance Recommenda…A patent quality analysis for innovative technology and product development (2011)A patent quality analysis for…Using neural network to analyze the influence of the patent performance upon the market value of the US pharmaceutical companies (2009)Using neural network to analy…A review of patent analysis based on machine learning (2025)A review of patent analysis b…Evaluation and cultivation method of high-tech value patents for mechanical products (2024)Evaluation and cultivation me…The Application of Electronic Computers to Factor Analysis (1960)The increasing linkage between U.S. technology and public science (1997)Forecasting with artificial neural networks: (1998)A novel approach to forecast promising technology through patent analysis (2016)A survey on deep learning for patent analysis (2021)Technological Opportunity and Spillovers of R&D: Evidence from Firms' Patents, Profits and Market Value (1986)A Penny for Your Quotes: Patent Citations and the Value of Innovations (1990)Market value and patent citations (2005)Exploring the nonlinear effects of patent H index, patent citations, and essential technological strength on corporate performance by using artificial neural network (2012)Research and development of anti-Alzheimer’s drugs: an analysis based on technology flows measured by patent citations (2014)Re-examine the determinants of market value from the perspectives of patent analysis and patent litigation (2019)Valuation effects of patent quality: A comparison for Japanese and U.S. firms (2001)Understanding Patent Quality Mechanisms (2009)A New Look at Patent Quality: Relating Patent Prosecution to Validity (2012)Finding nuggets in IP portfolios (2012)Patent Litigation Prediction: A Convolutional Tensor Factorization Approach (2018)Deep learning for predicting patent application outcome: The fusion of text and network embeddings (2023)Comprehension: A Paradigm for Cognition (1998)Quantifying technology–industry spillover effects based on patent citation network analysis of unmanned aerial vehicle (UAV) (2016)On Predictive Patent Valuation: Forecasting Patent Citations and Their Types (2017)3D printing, international trade, and FDI (2019)Citations, family size, opposition and the value of patent rights (2002)Patent statistics: A good indicator for innovation in China? Patent subsidy program impacts on patent quality (2015)Analysis of technological knowledge stock and prediction of its future development potential: The case of lithium-ion batteries (2019)Walk the talk: soft skills’ assessment of graduates (2019)Early detection of valuable patents using a deep learning model: Case of semiconductor industry (2020)Technology policy for a world of skew-distributed outcomes (2000)Patent information for strategic technology management (2003)The Value of European Patents (2008)DeepPatent: patent classification with convolutional neural networks and word embedding (2018)Generación de series de tiempo financieras sintéticas para "data augmentation" usando redes neuronales generativas adversarias (GAN) (2021)Patent Quality: Towards a Systematic Framework for Analysis and Measurement (2021)
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References

  • 2011A patent quality analysis for innovative technology and product development208 cited
  • 2016A patent quality analysis and classification system using self-organizing maps with support vector machine91 cited
  • 2014Patent valuation based on text mining and survival analysis70 cited
  • 2011Patent Maintenance Recommendation with Patent Information Network Model38 cited
  • 2009Using neural network to analyze the influence of the patent performance upon the market value of the US pharmaceutical companies35 cited

Cited by

  • 2024Evaluation and cultivation method of high-tech value patents for mechanical products7 cited
  • 2025A review of patent analysis based on machine learning6 cited

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