Natural Language Processing Driven Categorizationย
AI-driven Patent Categories – Use of explainable AI for Innovation / IdeationPatent and publication data is crucial for R&D teams. It gives tremendous insights on the market front, competitor trends and innovation, technology trends, and others. However, patent data in...
What is Explainable AI?
Explainable Artificial Intelligence/ Explainable AI is key for any successful implementation at scale. Here are some of the aspects: Explanation of Explainable AISystems provide the evidence or reason(s) for all outputs. MeaningfulSystems provide explanations that are understandable to individual users. Explanation AccuracyThe...
Various R&D Approaches
The R&D business function is one of the most significant and pivotal departments in an organization, as it allows organizations to keep up with ever-changing technological innovations. Imagine a company without an R&D function. There is a need to document...
Role of Patent Analysis in Corporate R&D
The R&D business function is one of the most significant and pivotal departments in an organization, as it allows organizations to keep up with ever-changing technological innovations. Imagine a company without an R&D function. Corporate R&D operates in unexplored technology...
Some R&D Tools and Resources to Consider
The R&D business function is one of the most significant and pivotal departments in an organization, as it allows organizations to keep up with ever-changing technological innovations. Imagine a company without an R&D function. R&D operates in unexplored technology domains...
Noise Filtering
AbstractAnalyzing patents related to a technology domain is not as easy as it seems. Generally, the standard method for analyzing a technology domain is to formulate multiple search queries to extract patent data sets and then filter the patents manually....
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