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Enhancing the efficiency of patent classification: a multimodal classification approach for design patents
11 references·0 citing·51 second hop
Enhancing the efficiency of patent classification: a multimodal classification approach for design patents (2025)Enhancing the efficiency of patent classi…PatentSBERTa: A deep NLP based hybrid model for patent distance and classification using augmented SBERT (2024)PatentSBERTa: A deep NLP base…Using supervised machine learning for large‐scale classification in management research: The case for identifying artificial intelligence patents (2022)Using supervised machine lear…Multimodal Fusion with Co-Attention Networks for Fake News Detection (2021)Multimodal Fusion with Co-Att…Patent Value Analysis Using Deep Learning Models—The Case of IoT Technology Mining for the Manufacturing Industry (2019)Patent Value Analysis Using D…MVAE: Multimodal Variational Autoencoder for Fake News Detection (2019)MVAE: Multimodal Variational …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…Serendipity and strategy in rapid innovation (2017)Serendipity and strategy in r…The growing problem of patent trolling (2016)The growing problem of patent…Patent classification system using a new hybrid genetic algorithm support vector machine (2009)Patent classification system …Visualization of patent analysis for emerging technology (2007)Visualization of patent analy…The Computer for the 21st Century (1991)A text-mining-based patent network: Analytical tool for high-technology trend (2003)Text mining applied to patent mapping: a practical business case (2003)An approach to discovering new technology opportunities: Keyword-based patent map approach (2008)A Reflective Review of Disruptive Innovation Theory (2009)Protecting Intellectual Property Rights: Are Small Firms Handicapped? 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References

  • 2019MVAE: Multimodal Variational Autoencoder for Fake News Detection881 cited
  • 2021Multimodal Fusion with Co-Attention Networks for Fake News Detection340 cited
  • 2007Visualization of patent analysis for emerging technology275 cited
  • 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
  • 2022Using supervised machine learning for large‐scale classification in management research: The case for identifying artificial intelligence patents223 cited
  • 2018DeepPatent: patent classification with convolutional neural networks and word embedding194 cited
  • 2024PatentSBERTa: A deep NLP based hybrid model for patent distance and classification using augmented SBERT167 cited
  • 2016The growing problem of patent trolling127 cited
  • 2019Patent Value Analysis Using Deep Learning Models—The Case of IoT Technology Mining for the Manufacturing Industry98 cited
  • 2017Serendipity and strategy in rapid innovation78 cited
  • 2009Patent classification system using a new hybrid genetic algorithm support vector machine73 cited

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