ubiDSS: A Framework of Multi-Agent Based Proactive Decision Support System with Context-Awareness. - Ohbyung Kwon; Sungchul Choi 001; Ho Geun Lee; Keedong Yoo (WSTFEUS, 2004)

NAMA: a context-aware multi-agent based web service approach to proactive need identification for personalized reminder systems. - Ohbyung Kwon; Sungchul Choi 001; Gyuro Park (Expert Syst. Appl., 2005)

Applying associative theory to need awareness for personalized reminder system. - Ohbyung Kwon; Sungchul Choi 001 (Expert Syst. Appl., 2008)

An ontology-based Enterprise Architecture. - Dongwoo Kang; Jeongsoo Lee; Sungchul Choi 001; Kwangsoo Kim (Expert Syst. Appl., 2010)

An ontology-based approach to role-human assignment in human processes for knowledge intensive services. - Wonchul Seo; Sungchul Choi 001; Kwangsoo Kim; Jae Yeol Lee (Expert Syst. Appl., 2011)

Ontological functional modeling of technology for reusability. - Janghyeok Yoon; Joohyung Lim; Sungchul Choi 001; Kwangsoo Kim; Cheol-Han Kim (Expert Syst. Appl., 2011)

SAO network analysis of patents for technology trends identification: a case study of polymer electrolyte membrane technology in proton exchange membrane fuel cells. - Sungchul Choi 001; Janghyeok Yoon; Kwangsoo Kim; Jae Yeol Lee; Cheol-Han Kim (Scientometrics, 2011)

Invention property-function network analysis of patents: a case of silicon-based thin film solar cells. - Janghyeok Yoon; Sungchul Choi 001; Kwangsoo Kim (Scientometrics, 2011)

A fact-oriented ontological approach to SAO-based function modeling of patents for implementing Function-based Technology Database. - Sungchul Choi 001; Dongwoo Kang; Joohyung Lim; Kwangsoo Kim (Expert Syst. Appl., 2012)

An SAO-based text mining approach to building a technology tree for technology planning. - Sungchul Choi 001; Hyunseok Park; Dongwoo Kang; Jae Yeol Lee; Kwangsoo Kim (Expert Syst. Appl., 2012)

A procedural framework for dynamic changes of human interactions in knowledge intensive services. - Wonchul Seo; Sungchul Choi 001; Kwangsoo Kim; Jae Yeol Lee (Expert Syst. Appl., 2012)

A patent intelligence system for strategic technology planning. - Hyunseok Park; Kwangsoo Kim; Sungchul Choi 001; Janghyeok Yoon (Expert Syst. Appl., 2013)

Big Data Framework for Analyzing Patents to Support Strategic R&D Planning. - Wonchul Seo; Namhyoung Kim; Sungchul Choi 001 (DASC/PiCom/DataCom/CyberSciTech, 2016)

Analyzing Technological Spillover Effects Between Technology Classes: the Case of Korea Technology Finance Corporation. - Sungchul Choi 001; Maengseok Noh; Janghyeok Yoon; Hyunseok Park; Wonchul Seo (IEEE Access, 2018)

Innovation Topic Analysis of Technology: The Case of Augmented Reality Patents. - Hayoung Choi; Seunghyun Oh; Sungchul Choi 001; Janghyeok Yoon (IEEE Access, 2018)

Identifying Product Opportunities Using Social Media Mining: Application of Topic Modeling and Chance Discovery Theory. - Namuk Ko; Byeongki Jeong; Sungchul Choi 001; Janghyeok Yoon (IEEE Access, 2018)

Hybrid Machine Learning Approach to Popularity Prediction of Newly Released Contents for Online Video Streaming Service. - Hongjun Jeon; Wonchul Seo; Eunjeong Lucy Park; Sungchul Choi 001 (CoRR, 2019)

A Context-Aware Citation Recommendation Model with BERT and Graph Convolutional Networks. - Chanwoo Jeong; Sion Jang; Hyuna Shin; Eunjeong L. Park; Sungchul Choi 001 (CoRR, 2019)

Deep learning-based citation recommendation system for patents. - Jaewoong Choi; Sion Jang; Jaeyoung Kim; Jiho Lee; Janghyeok Yoon; Sungchul Choi 001 (CoRR, 2020)

Text classification using capsules. - Jaeyoung Kim; Sion Jang; Eunjeong L. Park; Sungchul Choi 001 (Neurocomputing, 2020)

A context-aware citation recommendation model with BERT and graph convolutional networks. - Chanwoo Jeong; Sion Jang; Eunjeong L. Park; Sungchul Choi 001 (Scientometrics, 2020)

Patent document clustering with deep embeddings. - Jaeyoung Kim; Janghyeok Yoon; Eunjeong L. Park; Sungchul Choi 001 (Scientometrics, 2020)

Machine learning approach to analyze the status of forklift vehicles with irregular movement in a shipyard. - Hyeonju Lee; Jongho Lee; Minji An; Gunil Park; Sungchul Choi 001 (Comput. Ind., 2021)

Optimization Analysis and Standardization of Rolling Process with Machine Learning. - Seongwoo Cho; Yujin Jung; Yongdeuk Seo; Kyuheon Jung; Sungchul Choi 001 (IEEE Big Data, 2022)

Empirical Research in Anomaly Detection for Rotating Machines Diagnosis using Deep Learning. - Chae-Won Lee; So-Hyun Cho; Jong-Hun Lee; Jun-Seong Lee; Sungchul Choi 001; Wonchul Seo (IEEE Big Data, 2022)

A Supervised Learning-Based Approach to Anticipating Potential Technology Convergence. - Sungchul Choi 001; Mokhammad Afifuddin; Wonchul Seo (IEEE Access, 2022)

A two-stage deep learning-based system for patent citation recommendation. - Jaewoong Choi; Jiho Lee; Janghyeok Yoon; Sion Jang; Jaeyoung Kim; Sungchul Choi 001 (Scientometrics, 2022)

Pseudo Outlier Exposure for Out-of-Distribution Detection using Pretrained Transformers. - Jaeyoung Kim; Kyuheon Jung; Dongbin Na; Sion Jang; Eunbin Park; Sungchul Choi 001 (ACL (Findings), 2023)

Improving Out-of-Distribution Detection Performance using Synthetic Outlier Exposure Generated by Visual Foundation Models. - Gitaek Kwon; Jaeyoung Kim; Hongjun Choi; Byung-Moo Yoon; Sungchul Choi 001; Kyu-Hwan Jung (BMVC, 2023)

Bag of Tricks for In-Distribution Calibration of Pretrained Transformers. - Jaeyoung Kim; Dongbin Na; Sungchul Choi 001; Sungbin Lim (EACL (Findings), 2023)

Spelling Errors in Korean Students' Constructed Responses and the Efficacy of Automatic Spelling Correction on Automated Computer Scoring. - Hyeonju Lee; Minsu Ha; Jurim Lee; Rahmi Qurota Aini; Ai Nurlaelasari Rusmana; Yustika Sya'bandari; Jun Ki Lee; Sein Shin; Gyeong-Geon Lee; Jaegul Choo; Sungchul Choi 001; Namhyoung Kim; et al. (Technol. Knowl. Learn., 2023)

Self-Accumulative Vision Transformer for Bone Age Assessment Using the Sauvegrain Method. - Hongjun Choi; Dongbin Na; Kyungjin Cho; Byunguk Bae; Seo Taek Kong; Hyunjoon Ahn; Sungchul Choi 001; Jaeyoung Kim (ECCV Workshops (19), 2024)

DALDA: Data Augmentation Leveraging Diffusion Model and LLM with Adaptive Guidance Scaling. - Kyuheon Jung; Yongdeuk Seo; Seongwoo Cho; Jaeyoung Kim; Hyun-seok Min; Sungchul Choi 001 (ECCV Workshops (20), 2024)

KoDi: A Korean Diffusion Model for Bilingual Text-to-Image Generation and Cultural Fidelity. - Kyuheon Jung; Noah Lee; Sungchul Choi 001 (IEEE Access, 2025)

Multi-LLM Collaborative Caption Generation in Scientific Documents. - Jaeyoung Kim; Jongho Lee; Hongjun Choi; Ting-Yao Hsu; Chieh-Yang Huang; Sungchul Kim; Ryan A. Rossi; Tong Yu 001; Clyde Lee Giles; Ting-Hao 'Kenneth' Huang; Sungchul Choi 001 (CoRR, 2025)

STELLAR: Scene Text Editor for Low-Resource Languages and Real-World Data. - Yongdeuk Seo; Hyun-seok Min; Sungchul Choi 001 (CoRR, 2025)

Soft Filtering: Guiding Zero-shot Composed Image Retrieval with Prescriptive and Proscriptive Constraints. - Youjin Jung; Seongwoo Cho; Hyun-seok Min; Sungchul Choi 001 (CoRR, 2025)

Stamp removal from real documents: A diffusion-based approach with EA-RMSE evaluation. - Seulbi Lee; Noah Lee; Jongeon Baek; Hyunseok Min; Sungchul Choi 001; Sangheum Hwang (Array, 2026)

PILOT-Bench: A Benchmark for Legal Reasoning in the Patent Domain with IRAC-Aligned Classification Tasks. - Yehoon Jang; Chaewon Lee; Hyun-seok Min; Sungchul Choi 001 (CoRR, 2026)