80 citations · 238 across the 12 of their papers we have counts for
13 papers
Deep Learning for Technical Document Classification
Shuo Jiang, Jie Hu, Christopher L. Magee +1
In large technology companies, the requirements for managing and organizing technical documents created by engineers and managers have increased dramatically in recent years, which…
Technological improvement rate estimates for all technologies: Use of patent data and an extended domain description
Anuraag Singh, Giorgio Triulzi, Christopher L. Magee
In this work, we attempt to provide a comprehensive granular account of the pace of technological change. More specifically, we survey estimated yearly performance improvement rate…
A Convolutional Neural Network-based Patent Image Retrieval Method for Design Ideation
Shuo Jiang, Jianxi Luo, Guillermo Ruiz Pava +2
The patent database is often used in searches of inspirational stimuli for innovative design opportunities because of its large size, extensive variety and rich design information…
Forecasting the value of battery electric vehicles compared to internal combustion engine vehicles: the influence of driving range and battery technology
JongRoul Woo, Christopher L. Magee
Battery electric vehicles (BEVs) are now clearly a promising candidate in addressing the environmental problems associated with conventional internal combustion engine vehicles (IC…
Dynamic patterns of knowledge flows across technological domains: empirical results and link prediction
Jieun Kim, Christopher L. Magee
The purpose of this study is to investigate the structure and evolution of knowledge spillovers across technological domains. Specifically, dynamic patterns of knowledge flow among…
Food Productivity Trends from Hybrid Corn: Statistical Analysis of Patents and Field-test data
Mariam Barry, Giorgio Triulzi, Christopher L. Magee
In this research we study productivity trends of hybrid corn - an important subdomain of food production. We estimate the yearly rate of yield improvement of hybrid corn (measured…