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2020 – today
- 2024
[i7]Kyuheon Jung, Yongdeuk Seo, Seongwoo Cho, Jaeyoung Kim, Hyun-seok Min, Sungchul Choi:
DALDA: Data Augmentation Leveraging Diffusion Model and LLM with Adaptive Guidance Scaling. CoRR abs/2409.16949 (2024)- 2023
- [j25]Jemin Kim
, Changyoon Lee, Sungchul Choi, Da-In Sung, Jeonga Seo, Yun Na Lee, Joo Hee Lee, Eun Jin Han, Ah Young Kim, Hyun Suk Park, Hye Jeong Jung, Jong Hoon Kim, Ju Hee Lee:
Augmented Decision-Making in wound Care: Evaluating the clinical utility of a Deep-Learning model for pressure injury staging. Int. J. Medical Informatics 180: 105266 (2023) - [j24]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, Namhyoung Kim, Jisun Park:
Spelling Errors in Korean Students' Constructed Responses and the Efficacy of Automatic Spelling Correction on Automated Computer Scoring. Technol. Knowl. Learn. 28(1): 185-205 (2023) - [c8]Jaeyoung Kim, Kyuheon Jung, Dongbin Na, Sion Jang, Eunbin Park, Sungchul Choi:
Pseudo Outlier Exposure for Out-of-Distribution Detection using Pretrained Transformers. ACL (Findings) 2023: 1469-1482 - [c7]Gitaek Kwon, Jaeyoung Kim, Hong-Jun Choi, Byung-Moo Yoon, Sungchul Choi, Kyu-Hwan Jung:
Improving Out-of-Distribution Detection Performance using Synthetic Outlier Exposure Generated by Visual Foundation Models. BMVC 2023: 10-11 - [c6]Jaeyoung Kim, Dongbin Na, Sungchul Choi, Sungbin Lim:
Bag of Tricks for In-Distribution Calibration of Pretrained Transformers. EACL (Findings) 2023: 551 - [i6]Jaeyoung Kim, Dongbin Na, Sungchul Choi, Sungbin Lim:
Bag of Tricks for In-Distribution Calibration of Pretrained Transformers. CoRR abs/2302.06690 (2023) - [i5]Jaeyoung Kim, Kyuheon Jung, Dongbin Na, Sion Jang, Eunbin Park, Sungchul Choi:
Pseudo Outlier Exposure for Out-of-Distribution Detection using Pretrained Transformers. CoRR abs/2307.09455 (2023) - 2022
- [j23]Sungchul Choi, Mokhammad Afifuddin, Wonchul Seo:
A Supervised Learning-Based Approach to Anticipating Potential Technology Convergence. IEEE Access 10: 19284-19300 (2022) - [j22]Jaewoong Choi, Jiho Lee, Janghyeok Yoon, Sion Jang, Jaeyoung Kim, Sungchul Choi:
A two-stage deep learning-based system for patent citation recommendation. Scientometrics 127(11): 6615-6636 (2022) - [c5]Seongwoo Cho, Yujin Jung, Yongdeuk Seo, Kyuheon Jung, Sungchul Choi:
Optimization Analysis and Standardization of Rolling Process with Machine Learning. IEEE Big Data 2022: 6617-6619 - [c4]Chae-Won Lee, So-Hyun Cho, Jong-Hun Lee, Jun-Seong Lee, Sungchul Choi, Wonchul Seo:
Empirical Research in Anomaly Detection for Rotating Machines Diagnosis using Deep Learning. IEEE Big Data 2022: 6758-6760 - 2021
- [j21]Hyeonju Lee, Jongho Lee, Minji An, Gunil Park, Sungchul Choi:
Machine learning approach to analyze the status of forklift vehicles with irregular movement in a shipyard. Comput. Ind. 133: 103544 (2021) - 2020
- [j20]Jaeyoung Kim, Sion Jang, Eunjeong L. Park, Sungchul Choi:
Text classification using capsules. Neurocomputing 376: 214-221 (2020) - [j19]Jaeyoung Kim, Janghyeok Yoon, Eunjeong L. Park, Sungchul Choi:
Patent document clustering with deep embeddings. Scientometrics 123(2): 563-577 (2020) - [j18]Chanwoo Jeong, Sion Jang, Eunjeong L. Park, Sungchul Choi:
A context-aware citation recommendation model with BERT and graph convolutional networks. Scientometrics 124(3): 1907-1922 (2020) - [i4]Jaewoong Choi, Sion Jang, Jaeyoung Kim, Jiho Lee, Janghyeok Yoon, Sungchul Choi:
Deep learning-based citation recommendation system for patents. CoRR abs/2010.10932 (2020)
2010 – 2019
- 2019
- [j17]Jae-Hoon Kim, Sungchul Choi:
A dual threshold listen-before-talk for unlicensed LTE systems. EURASIP J. Wirel. Commun. Netw. 2019: 182 (2019) - [i3]Hongjun Jeon, Wonchul Seo, Eunjeong Lucy Park, Sungchul Choi:
Hybrid Machine Learning Approach to Popularity Prediction of Newly Released Contents for Online Video Streaming Service. CoRR abs/1901.09613 (2019) - [i2]Chanwoo Jeong, Sion Jang, Hyuna Shin, Eunjeong L. Park, Sungchul Choi:
A Context-Aware Citation Recommendation Model with BERT and Graph Convolutional Networks. CoRR abs/1903.06464 (2019) - 2018
- [j16]Namuk Ko, Byeongki Jeong, Sungchul Choi, Janghyeok Yoon:
Identifying Product Opportunities Using Social Media Mining: Application of Topic Modeling and Chance Discovery Theory. IEEE Access 6: 1680-1693 (2018) - [j15]Sungchul Choi, Maengseok Noh, Janghyeok Yoon, Hyunseok Park, Wonchul Seo:
Analyzing Technological Spillover Effects Between Technology Classes: the Case of Korea Technology Finance Corporation. IEEE Access 6: 3573-3584 (2018) - [j14]Hayoung Choi, Seunghyun Oh, Sungchul Choi, Janghyeok Yoon:
Innovation Topic Analysis of Technology: The Case of Augmented Reality Patents. IEEE Access 6: 16119-16137 (2018) - [i1]Jaeyoung Kim, Sion Jang, Sungchul Choi, Eunjeong L. Park:
Text Classification using Capsules. CoRR abs/1808.03976 (2018) - 2017
- [c3]Kun-Hee Lee, Min-Taek Choi, Sungchul Choi, Jae-Hoon Kim:
Development of Network Simulator for LWA/LAA Implementations. NAS 2017: 1-2 - 2016
- [j13]Sungchul Choi, Paul R. Messinger:
The role of fairness in competitive supply chain relationships: An experimental study. Eur. J. Oper. Res. 251(3): 798-813 (2016) - [c2]Wonchul Seo, Namhyoung Kim, Sungchul Choi:
Big Data Framework for Analyzing Patents to Support Strategic R&D Planning. DASC/PiCom/DataCom/CyberSciTech 2016: 746-753 - 2013
- [j12]Sungchul Choi, Karima Fredj:
Price competition and store competition: Store brands vs. national brand. Eur. J. Oper. Res. 225(1): 166-178 (2013) - [j11]Hyunseok Park, Kwangsoo Kim, Sungchul Choi, Janghyeok Yoon:
A patent intelligence system for strategic technology planning. Expert Syst. Appl. 40(7): 2373-2390 (2013) - 2012
- [j10]Wonchul Seo, Sungchul Choi, Kwangsoo Kim, Jae Yeol Lee:
A procedural framework for dynamic changes of human interactions in knowledge intensive services. Expert Syst. Appl. 39(3): 2720-2732 (2012) - [j9]Sungchul Choi, Dongwoo Kang, Joohyung Lim, Kwangsoo Kim:
A fact-oriented ontological approach to SAO-based function modeling of patents for implementing Function-based Technology Database. Expert Syst. Appl. 39(10): 9129-9140 (2012) - [j8]Sungchul Choi, Hyunseok Park, Dongwoo Kang, Jae Yeol Lee, Kwangsoo Kim:
An SAO-based text mining approach to building a technology tree for technology planning. Expert Syst. Appl. 39(13): 11443-11455 (2012) - 2011
- [j7]Wonchul Seo, Sungchul Choi, Kwangsoo Kim, Jae Yeol Lee:
An ontology-based approach to role-human assignment in human processes for knowledge intensive services. Expert Syst. Appl. 38(7): 8352-8369 (2011) - [j6]Janghyeok Yoon, Joohyung Lim, Sungchul Choi, Kwangsoo Kim, Cheol-Han Kim:
Ontological functional modeling of technology for reusability. Expert Syst. Appl. 38(8): 10484-10492 (2011) - [j5]Janghyeok Yoon, Sungchul Choi, Kwangsoo Kim:
Invention property-function network analysis of patents: a case of silicon-based thin film solar cells. Scientometrics 86(3): 687-703 (2011) - [j4]Sungchul Choi, Janghyeok Yoon, Kwangsoo Kim, Jae Yeol Lee, Cheol-Han Kim:
SAO network analysis of patents for technology trends identification: a case study of polymer electrolyte membrane technology in proton exchange membrane fuel cells. Scientometrics 88(3): 863-883 (2011) - 2010
- [j3]Dongwoo Kang, Jeongsoo Lee, Sungchul Choi, Kwangsoo Kim:
An ontology-based Enterprise Architecture. Expert Syst. Appl. 37(2): 1456-1464 (2010)
2000 – 2009
- 2008
- [j2]Ohbyung Kwon, Sungchul Choi:
Applying associative theory to need awareness for personalized reminder system. Expert Syst. Appl. 34(3): 1642-1650 (2008) - 2005
- [j1]Ohbyung Kwon, Sungchul Choi, Gyuro Park:
NAMA: a context-aware multi-agent based web service approach to proactive need identification for personalized reminder systems. Expert Syst. Appl. 29(1): 17-32 (2005) - 2004
- [c1]Ohbyung Kwon, Sungchul Choi, Ho Geun Lee, Keedong Yoo:
ubiDSS: A Framework of Multi-Agent Based Proactive Decision Support System with Context-Awareness. WSTFEUS 2004: 172-174
Coauthor Index
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