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Evaluation and identification of potential high-value patents in the field of integrated circuits using a multidimensional patent indicators pre-screening strategy and machine learning approaches
16 references·4 citing·50 second hop
Evaluation and identification of potential high-value patents in the field of integrated circuits using a multidimensional patent indicators pre-screening strategy and machine learning approaches (2023)Evaluation and identification of potentia…Predicting the citation counts of individual papers via a BP neural network (2020)Predicting the citation count…Early identification of emerging technologies: A machine learning approach using multiple patent indicators (2017)Early identification of emerg…Application technology opportunity discovery from technology portfolios: Use of patent classification and collaborative filtering (2017)Application technology opport…The patent portfolio value analysis: A new framework to leverage patent information for strategic technology planning (2014)The patent portfolio value an…Testing patent value indicators on directly observed patent value—An empirical analysis of Ocean Tomo patent auctions (2013)Testing patent value indicato…Filing strategies and patent value (2011)Filing strategies and patent …A patent quality analysis for innovative technology and product development (2011)A patent quality analysis for…Nanoscience and technology publications and patents: a review of social science studies and search strategies (2010)Nanoscience and technology pu…Transnational patents and international markets (2009)Transnational patents and int…Identifying the age profile of patent citations: new estimates of knowledge diffusion (2009)Identifying the age profile o…The value of U.S. patents by owner and patent characteristics (2008)The value of U.S. patents by …Traces of Prior Art: An analysis of non-patent references found in patent documents (2006)Traces of Prior Art: An analy…Improving patent valuations for management purposes—validating new indicators by analyzing application rationales (2004)Improving patent valuations f…Citations, family size, opposition and the value of patent rights (2002)Citations, family size, oppos…Characteristics of Patent Litigation: A Window on Competition (2001)Characteristics of Patent Lit…Direct validation of citation counts as indicators of industrially important patents (1991)Direct validation of citation…Disentangling patent quality: using a large language model for a systematic literature review (2025)Disentangling patent quality:…A comprehensive framework for patent value indicators: Machine learning-driven value prediction in renewable energy patents (2025)A comprehensive framework for…Configuration paths to high-value patents: evidence from patents winning the China Patent Awards (2024)Configuration paths to high-v…Research on patent quality evaluation based on rough set and cloud model (2023)Research on patent quality ev…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 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(1978)Recombinant Uncertainty in Technological Search (2001)Time series forecasting using a hybrid ARIMA and neural network model (2003)The state-of-the-art on Intellectual Property Analytics (IPA): A literature review on artificial intelligence, machine learning and deep learning methods for analysing intellectual property (IP) data (2018)A measure of innovation performance: the Innovation Patent Index (2021)Tobin's Marginal q and Average q: A Neoclassical Interpretation (1982)The NBER Patent Citation Data File: Lessons, Insights and Methodological Tools (2001)Understanding the development trends of low-carbon energy technologies: A patent analysis (2014)Taxation and the International Mobility of Inventors (2016)Who Profits from Patents? Rent-Sharing at Innovative Firms* (2019)Little Science, Big Science (1963)The dynamics of innovation: from National Systems and “Mode 2” to a Triple Helix of university–industry–government relations (2000)Tracing the links between science and technology: An exploratory analysis of scientists’ and inventors’ networks (2009)Big names or big ideas: Do peer-review panels select the best science proposals? (2015)
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References

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  • 2017

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

Application technology opportunity discovery from technology portfolios: Use of patent classification and collaborative filtering
124 cited
  • 2011Filing strategies and patent value112 cited
  • 2009Identifying the age profile of patent citations: new estimates of knowledge diffusion110 cited
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    • 2023Research on patent quality evaluation based on rough set and cloud model32 cited
    • 2025Disentangling patent quality: using a large language model for a systematic literature review24 cited
    • 2025A comprehensive framework for patent value indicators: Machine learning-driven value prediction in renewable energy patents13 cited
    • 2024Configuration paths to high-value patents: evidence from patents winning the China Patent Awards9 cited