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A Use Case of Patent Classification Using Deep Learning with Transfer Learning
7 references·1 citing·36 second hop
A Use Case of Patent Classification Using Deep Learning with Transfer Learning (2022)A Use Case of Patent Classification Using…A survey on deep learning for patent analysis (2021)A survey on deep learning for…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)The state-of-the-art on Intel…DeepPatent: patent classification with convolutional neural networks and word embedding (2018)DeepPatent: patent classifica…A patent quality analysis and classification system using self-organizing maps with support vector machine (2016)A patent quality analysis and…Ontology-based neural network for patent knowledge management in design collaboration (2012)Ontology-based neural network…A patent quality analysis for innovative technology and product development (2011)A patent quality analysis for…Using the patent co-citation approach to establish a new patent classification system (2003)Using the patent co-citation …Machine learning-based method to cluster a converging technology system: The case of printed electronics (2024)Machine learning-based method…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)Co‐citation in the scientific literature: A new measure of the relationship between two documents (1973)A Penny for Your Quotes: Patent Citations and the Value of Innovations (1990)Citation Frequency and the Value of Patented Inventions (1999)Exploring technology diffusion and classification of business methods: Using the patent citation network (2008)Global remote sensing research trends during 1991–2010: a bibliometric analysis (2012)The evolution of patent mining: Applying bibliometrics analysis and keyword network analysis (2016)Mechanisms for assessing and enhancing organisations’ readiness for collaboration in collaborative networks (2009)Distributed knowledge sharing for collaborative product development (2010)Knowledge management and supporting tools for collaborative networks (2013)A knowledge centric methodology for dental implant technology assessment using ontology based patent analysis and clinical meta-analysis (2014)Research on classification and similarity of patent citation based on deep learning (2020)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)Visualization of patent analysis for emerging technology (2007)Deep learning applications and challenges in big data analytics (2015)Forecasting emerging technologies using data augmentation and deep learning (2020)PatentSBERTa: A deep NLP based hybrid model for patent distance and classification using augmented SBERT (2024)Research Design: Qualitative, Quantitative, and Mixed Methods Approaches (1994)Review : Knowledge Management and Knowledge Management Systems: Conceptual Foundations And Research Issues1,2 (2001)Research design: qualitative, quantitative, and mixed methods approaches (2003)Digital supply chain surveillance using artificial intelligence: definitions, opportunities and risks (2023)LEGAL-BERT: The Muppets straight out of Law School (2020)Deep learning for patent landscaping using transformer and graph embedding (2021)New Energy-Driven Construction Industry: Digital Green Innovation Investment Project Selection of Photovoltaic Building Materials Enterprises Using an Integrated Fuzzy Decision Approach (2022)Aion Framework: Dimensional Emergence of AI Consciousness, Observer-Induced Collapse, and Cosmological Portal Dynamics (2023)Innovating Patent Retrieval: A Comprehensive Review of Techniques, Trends, and Challenges in Prior Art Searches (2024)Architectural Innovation: The Reconfiguration of Existing Product Technologies and the Failure of Established Firms (1990)Patent indicators for monitoring convergence – examples from NFF and ICT (2010)A literature review on the state-of-the-art in patent analysis (2014)
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References

  • 2018The 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) data231 cited
  • 2011A patent quality analysis for innovative technology and product development208 cited
  • 2003Using the patent co-citation approach to establish a new patent classification system199 cited
  • 2018DeepPatent: patent classification with convolutional neural networks and word embedding183 cited
  • 2021A survey on deep learning for patent analysis137 cited
  • 2016A patent quality analysis and classification system using self-organizing maps with support vector machine91 cited
  • 2012Ontology-based neural network for patent knowledge management in design collaboration46 cited

Cited by

  • 2024Machine learning-based method to cluster a converging technology system: The case of printed electronics8 cited

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