Sungchul Choi

Orcid: 0000-0002-5836-3838

Affiliations:
  • Pukyong National University, Department of Industrial and Data Engineering, Division of Systems Management and Engineering, Busan, South Korea


According to our database1, Sungchul Choi authored at least 39 papers between 2004 and 2026.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2026
PILOT-Bench: A Benchmark for Legal Reasoning in the Patent Domain with IRAC-Aligned Classification Tasks.
CoRR, January, 2026

Stamp removal from real documents: A diffusion-based approach with EA-RMSE evaluation.
Array, 2026

2025
Soft Filtering: Guiding Zero-shot Composed Image Retrieval with Prescriptive and Proscriptive Constraints.
CoRR, December, 2025

STELLAR: Scene Text Editor for Low-Resource Languages and Real-World Data.
CoRR, November, 2025

Multi-LLM Collaborative Caption Generation in Scientific Documents.
CoRR, January, 2025

KoDi: A Korean Diffusion Model for Bilingual Text-to-Image Generation and Cultural Fidelity.
IEEE Access, 2025

2024
DALDA: Data Augmentation Leveraging Diffusion Model and LLM with Adaptive Guidance Scaling.
Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

Self-Accumulative Vision Transformer for Bone Age Assessment Using the Sauvegrain Method.
Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

2023
Spelling Errors in Korean Students' Constructed Responses and the Efficacy of Automatic Spelling Correction on Automated Computer Scoring.
Technol. Knowl. Learn., March, 2023

Bag of Tricks for In-Distribution Calibration of Pretrained Transformers.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Improving Out-of-Distribution Detection Performance using Synthetic Outlier Exposure Generated by Visual Foundation Models.
Proceedings of the 34th British Machine Vision Conference 2023, 2023

Pseudo Outlier Exposure for Out-of-Distribution Detection using Pretrained Transformers.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
A two-stage deep learning-based system for patent citation recommendation.
Scientometrics, 2022

A Supervised Learning-Based Approach to Anticipating Potential Technology Convergence.
IEEE Access, 2022

Empirical Research in Anomaly Detection for Rotating Machines Diagnosis using Deep Learning.
Proceedings of the IEEE International Conference on Big Data, 2022

Optimization Analysis and Standardization of Rolling Process with Machine Learning.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Machine learning approach to analyze the status of forklift vehicles with irregular movement in a shipyard.
Comput. Ind., 2021

2020
Patent document clustering with deep embeddings.
Scientometrics, 2020

A context-aware citation recommendation model with BERT and graph convolutional networks.
Scientometrics, 2020

Text classification using capsules.
Neurocomputing, 2020

Deep learning-based citation recommendation system for patents.
CoRR, 2020

2019
A Context-Aware Citation Recommendation Model with BERT and Graph Convolutional Networks.
CoRR, 2019

Hybrid Machine Learning Approach to Popularity Prediction of Newly Released Contents for Online Video Streaming Service.
CoRR, 2019

2018
Identifying Product Opportunities Using Social Media Mining: Application of Topic Modeling and Chance Discovery Theory.
IEEE Access, 2018

Innovation Topic Analysis of Technology: The Case of Augmented Reality Patents.
IEEE Access, 2018

Analyzing Technological Spillover Effects Between Technology Classes: the Case of Korea Technology Finance Corporation.
IEEE Access, 2018

2016
Big Data Framework for Analyzing Patents to Support Strategic R&D Planning.
Proceedings of the 2016 IEEE 14th Intl Conf on Dependable, 2016

2013
A patent intelligence system for strategic technology planning.
Expert Syst. Appl., 2013

2012
A procedural framework for dynamic changes of human interactions in knowledge intensive services.
Expert Syst. Appl., 2012

An SAO-based text mining approach to building a technology tree for technology planning.
Expert Syst. Appl., 2012

A fact-oriented ontological approach to SAO-based function modeling of patents for implementing Function-based Technology Database.
Expert Syst. Appl., 2012

2011
Invention property-function network analysis of patents: a case of silicon-based thin film solar cells.
Scientometrics, 2011

SAO network analysis of patents for technology trends identification: a case study of polymer electrolyte membrane technology in proton exchange membrane fuel cells.
Scientometrics, 2011

Ontological functional modeling of technology for reusability.
Expert Syst. Appl., 2011

An ontology-based approach to role-human assignment in human processes for knowledge intensive services.
Expert Syst. Appl., 2011

2010
An ontology-based Enterprise Architecture.
Expert Syst. Appl., 2010

2008
Applying associative theory to need awareness for personalized reminder system.
Expert Syst. Appl., 2008

2005
NAMA: a context-aware multi-agent based web service approach to proactive need identification for personalized reminder systems.
Expert Syst. Appl., 2005

2004
ubiDSS: A Framework of Multi-Agent Based Proactive Decision Support System with Context-Awareness.
Proceedings of the 2nd IEEE Workshop on Software Technologies for Future Embedded and Ubiquitous Systems, 2004


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