Publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. Journal (SSCI/SCIE)
    Technological impact‑guided technology opportunity analysis using a generative‑predictive machine learning model
    Gyumin Lee, and Changyong Lee
    Scientometrics, 2025
    PDF

2024

  1. Conference
    Repurformer: Transformers for Repurposing-Aware Molecule Generation
    Changhun Lee, and Gyumin Lee
    Language+Molecules @ ACL 2024 (Oral), 2024
    PDF
  2. Conference
    Seek your fortune!: Technological impact-guided technology opportunity analysis using generative-predictive machine learning models
    Gyumin Lee, and Changyong Lee
    2024 Winter Conference of Korea Society for Innovation Management & Economics, 2024
    PDF
  3. Journal (KCI)
    Language models and administrative innovation in the public sector: Concept, approaches, and considerations
    Jungwon Park, Gyumin Lee, Daeseong Jeon, and 2 more authors
    정부학연구, 2024
    PDF

2023

  1. Journal (SSCI/SCIE)
    Inventor–Licensee Matchmaking for University Technology Licensing: A fastText Approach
    Gyumin Lee, Sungjun Lee, and Changyong Lee
    Technovation, 2023
    PDF
  2. Journal (SCIE)
    A Convolutional Neural Network Model for SOH Estimation of Li-ion Batteries with Physical Interpretability
    Gyumin Lee, Daeil Kwon, and Changyong Lee
    Mechanical Systems and Signal Processing, 2023
    PDF

2022

  1. Journal (SSCI)
    Towards Expert–Machine Collaborations for Technology Valuation: An Interpretable Machine Learning Approach
    Juram Kim, Gyumin Lee, Seungbin Lee, and 1 more author
    Technological Forecasting and Social Change, 2022
    PDF
  2. Journal (SCIE)
    State-of-Health Estimation of Li-ion Batteries in the Early Phases of Qualification Tests: An Interpretable Machine Learning Approach
    Gyumin Lee, Juram Kim, and Changyong Lee
    Expert Systems with Applications, 2022
    PDF

2021

  1. Journal (SCIE)
    A Convolutional Neural Network Model for Abnormality Diagnosis in a Nuclear Power Plant
    Gyumin Lee, Seung Jun Lee, and Changyong Lee
    Applied Soft Computing, 2021
    PDF
  2. Conference
    Development of a method for identifying new drug candidates based on generative and predictive deep learning models considering the possibility of drug repurposing
    Gyumin Lee, and Changhun Lee
    2021 Spring Conference of Korean Institute of Industrial Engineers, 2021
    PDF

2020

  1. Journal (SCIE)
    Abnormality Diagnosis Model for Nuclear Power Plants Using Two-Stage Gated Recurrent Units
    Jae Min Kim, Gyumin Lee, Changyong Lee, and 1 more author
    Nuclear Engineering and Technology, 2020
    PDF
  2. Journal (SSCI)
    A Sequential Pattern Mining Approach to Identifying Potential Areas for Business Diversification
    Gyumin Lee, Daejin Kim, and Changyong Lee
    Asian Journal of Technology Innovation, 2020
    PDF

2019

  1. Journal (SSCI/SCIE)
    Technology Opportunity Analysis Based on Recombinant Search: Patent Landscape Analysis for Idea Generation
    Changyong Lee, and Gyumin Lee
    Scientometrics, 2019
    PDF

2018

  1. Conference
    Development of a context-aware serendipitous recommender system
    Changhun Lee, and Gyumin Lee
    INFORMS Annual Meeting 2018, 2018
    PDF