Department of Artificial Intelligence

Research output

Research output per year 2011 2016 2017 2018 2019 2020 2021 2022 2023 2024 2024

• 121 Article
• 73 Conference contribution
• 4 Comment/debate
• 1 Paper
• 1 More
  • 1 Editorial

Research output per year

Research output per year

Search results

• 2024

  Adversarial deep energy method for solving saddle point problems involving dielectric elastomers

  Lee, S. W., Truong-Quoc, C., Ro, Y. & Kim, D. N., 1 Mar 2024, In: Computer Methods in Applied Mechanics and Engineering. 421, 116825.

  Research output: Contribution to journal › Article › peer-review

  • Saddle Point 100%
  • Neural Network 66%
  • Potential Energy 50%
  • Couplings 50%
  • Learning System 33%

• Bibimbap: Pre-trained models ensemble for Domain Generalization

  Kang, J., Kim, T., Kim, Y., Oh, C., Jung, J., Chang, R. & Song, K., Jul 2024, In: Pattern Recognition. 151, 110391.

  Research output: Contribution to journal › Article › peer-review

  • Pre-Trained Model 100%
  • Ensemble Model 100%
  • Machine Learning 100%
  • Batch Normalization 50%
  • Learning Problem 50%

• Disparities in cause-specific mortality by health insurance type and premium: evidence from Korean NHIS-HEALS cohort study, 2002–2019

  Kim, Y. S., Kim, J., Kim, Y. & Kang, H. T., Dec 2024, In: BMC Public Health. 24, 1, 1577.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Cohort Analysis 100%
  • Hazard Ratio 100%
  • Health Outcomes 100%
  • Social Security 100%
  • Self Employed 100%

• Higher high-density lipoprotein cholesterol levels increased vertebral osteoporotic fracture, but reduced hip fracture in men based on the National Health Insurance Service-National Health Screening Cohort

  Lee, J. W., Kim, J., Kim, Y., Kim, Y. S., Kim, J. & Kang, H. T., Oct 2024, In: Spine Journal. 24, 10, p. 1929-1938 10 p.

  Research output: Contribution to journal › Article › peer-review

  • High Density Lipoprotein Cholesterol Level 100%
  • Hip Fracture 100%
  • Fragility Fracture 100%
  • Mass Screening 100%
  • Spine Fracture 37%

• MOT-AS: Real-Time Scheduling Framework for Multi-Object Tracking Capturing Accuracy and Stability

  Kang, D., Lee, K., Hong, C. H., Lee, Y., Lee, J. & Baek, H., 8 Apr 2024, 39th Annual ACM Symposium on Applied Computing, SAC 2024. Association for Computing Machinery, p. 159-168 10 p. (Proceedings of the ACM Symposium on Applied Computing).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Real Time Scheduling 100%
  • Autonomous Vehicles 23%
  • Tracking System 15%
  • Scheduling Algorithm 7%
  • Stability Analysis 7%

• NESTLE: a No-Code Tool for Statistical Analysis of Legal Corpus

  Cho, K., Han, S., Choi, Y. R. & Hwang, W., 2024, EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of System Demonstrations. Aletras, N. & De Clercq, O. (eds.). Association for Computational Linguistics (ACL), p. 52-61 10 p. (EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of System Demonstrations).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Large Language Model 100%
  • Labeled Example 50%
  • Generative Pre-Trained Transformer 4 50%
  • Document Retrieval 50%
  • Internal Information 50%

• Post Hotelling's T-square procedure to identify fault variables

  Kim, J., Kim, Y., Lim, J. & Lee, S., 2024, In: Journal of Statistical Computation and Simulation. 94, 1, p. 1-28 28 p.

  Research output: Contribution to journal › Article › peer-review

  • Vector 100%
  • Control 40%
  • Global Hypothesis 20%
  • Words 20%
  • Stochastics 20%
  1 Scopus citations

• Prediction of hospital-acquired influenza using machine learning algorithms: a comparative study

  Cho, Y., Lee, H. K., Kim, J., Yoo, K. B., Choi, J., Lee, Y. & Choi, M., Dec 2024, In: BMC Infectious Diseases. 24, 1, 466.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Machine Learning Algorithm 100%
  • Random Forest 100%
  • Vital Sign 100%
  • Comorbidity 100%
  • Medical Record 100%

• Prior-Based Enhanced ASD-POCS for Artifact Suppression and Structural Preservation in Sparse-View CBCT

  Bappy, D. M., Kang, D., Lee, J. & Baek, H., 8 Apr 2024, 39th Annual ACM Symposium on Applied Computing, SAC 2024. Association for Computing Machinery, p. 496-505 10 p. (Proceedings of the ACM Symposium on Applied Computing).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Steepest Descent 100%
  • Image Information 33%
  • Structural Integrity 33%
  • Inverse Problem 33%
  • Cross Section 33%

• Self-supervised scheme for generalizing GAN image detection

  Jeong, Y., Kim, D., Kim, P., Ro, Y. & Choi, J., Aug 2024, In: Pattern Recognition Letters. 184, p. 219-224 6 p.

  Research output: Contribution to journal › Article › peer-review

  • Generative Adversarial Networks 100%
  • Training Data 16%
  • Autoencoder 16%
  • Generative Model 16%
  • Data Dependency 16%
  1 Scopus citations

• Semi-parametric hidden Markov model for large-scale multiple testing under dependency

  Kim, J., Lim, J. & Lee, J. S., Aug 2024, In: Statistical Modelling. 24, 4, p. 320-343 24 p.

  Research output: Contribution to journal › Article › peer-review

  • Hidden Markov Model 100%
  • Multiple Testing 100%
  • Extremal 50%
  • Hidden State 50%
  • Ergodic 25%

• Simon's congruence pattern matching

  Kim, S., Ko, S. K. & Han, Y. S., 1 May 2024, In: Theoretical Computer Science. 994, 114478.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Subsequence 100%
  • Pattern Matching 100%
  • Linear Time 66%
  • Matching Problem 66%
  • Data Structure 33%

• Strengthening Dynamic Convolution With Attention and Residual Connection in Kernel Space

  Yun, S. & Ro, Y., 2024, In: IEEE Access. 12, p. 13626-13633 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Computation 100%
  • Accuracy 100%
  • Design 50%
  • Detection 50%
  • Experimental Result 50%

• Variable selection in Bayesian multiple instance regression using shotgun stochastic search

  Park, S., Kim, J., Wang, X. & Lim, J., Aug 2024, In: Computational Statistics and Data Analysis. 196, 107954.

  Research output: Contribution to journal › Article › peer-review

  • Instance Learning 100%
  • Explanatory Variable 74%
  • Select Variable 25%
  • Indicator Variable 25%
  • Response Modeling 25%
• 2023

  A prediction model for childhood obesity risk using the machine learning method: a panel study on Korean children

  Lim, H., Lee, H. & Kim, J., Dec 2023, In: Scientific Reports. 13, 1, 10122.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Children 100%
  • Childhood Obesity 100%
  • Prediction 100%
  • Procedures 100%
  • Child 100%
  4 Scopus citations

• Association Between Migraine and Ischemic Cardio-Cerebrovascular Disease (CCVD) and Effects of Triptans and Ergotamine on the Risk of Ischemic CCVD in Patients with Migraine in the Korean NHIS-HEALS Cohort

  Kim, Y., Shin, S. J., Lee, J. W., Kim, Y. S., You, H. S., Kim, J. & Kang, H. T., Jul 2023, In: Clinical Drug Investigation. 43, 7, p. 541-550 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Cerebrovascular Disease 100%
  • Migraine 100%
  • Ergotamine 100%
  • Triptan 100%
  • Symptom 10%

• Association between polycythemia and risk of ischemic stroke in males based on the national health insurance service-health screening cohort

  You, H. S., Shin, S. J., Kim, J. & Kang, H. T., 2023, In: Expert Review of Hematology. 16, 7, p. 553-559 7 p.

  Research output: Contribution to journal › Article › peer-review

  • Association 100%
  • Health 100%
  • Male 100%
  • Mass Screening 100%
  • Ischemic Stroke 100%
  1 Scopus citations

• Author Correction: Effect of metabolic health and obesity on all-cause death and CVD incidence in Korean adults: a retrospective cohort study (Scientific Reports, (2023), 13, 1, (639), 10.1038/s41598-022-27097-8)

  Kim, Y. S., Shin, S. J., Kim, Y., Kim, J. & Kang, H. T., Dec 2023, In: Scientific Reports. 13, 1, 2709.

  Research output: Contribution to journal › Comment/debate

  Open Access

  • Obesity 100%
  • Cohort Analysis 100%
  • Incidence 100%
  • Error 100%
  • Adult 100%

• Automated Grading of Regular Expressions

  Kim, S. H., Kim, Y., Han, Y. S., Im, H. & Ko, S. K., 2023, Programming Languages and Systems - 32nd European Symposium on Programming, ESOP 2023, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2023, Proceedings. Wies, T. (ed.). Springer Science and Business Media Deutschland GmbH, p. 90-112 23 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13990 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Natural Languages 100%
  • Algorithms 49%
  • Software 49%
  • Semantics 49%
  • Heuristics 49%

• Ball Trajectory Inference from Multi-Agent Sports Contexts Using Set Transformer and Hierarchical Bi-LSTM

  Kim, H., Choi, H. J., Kim, C. J., Yoon, J. & Ko, S. K., 6 Aug 2023, KDD 2023 - Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 4296-4307 12 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Artificial Intelligence 100%
  • Context 100%
  • Application 50%
  • Model 50%
  • Annotation 50%
  1 Scopus citations

• BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning

  Oh, C., Hwang, H., Lee, H. Y., Lim, Y. T., Jung, G., Jung, J., Choi, H. & Song, K., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE Computer Society, p. 24224-24235 12 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Model 100%
  • Transfer Learning 100%
  • Memory Requirement 25%
  • Design 12%
  • Domain 12%
  11 Scopus citations

• Cost-Efficient and Bias-Robust Sports Player Tracking by Integrating GPS and Video

  Kim, H., Kim, C. J., Jeong, M., Lee, J., Yoon, J. & Ko, S. K., 2023, Machine Learning and Data Mining for Sports Analytics - 9th International Workshop, MLSA 2022, Revised Selected Papers. Brefeld, U., Davis, J., Van Haaren, J. & Zimmermann, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 74-86 13 p. (Communications in Computer and Information Science; vol. 1783 CCIS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Tracking System 100%
  • Tracking Data 50%
  • Identity Information 50%
  • Optical Tracking 50%
  • Positional Information 50%

• Deciding path size of nondeterministic (and input-driven) pushdown automata

  Han, Y. S., Ko, S. K. & Salomaa, K., 4 Jan 2023, In: Theoretical Computer Science. 939, p. 170-181 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Pushdown Automaton 100%
  • Computation 20%
  • Polynomial Time 20%
  • Finite Automata 20%
  • Polynomial Space 20%
  2 Scopus citations

• Determining rate monotonic schedulability of real-time periodic tasks using continued fractions

  Park, M. & Baek, H., Jan 2023, In: Information Processing Letters. 179, 106296.

  Research output: Contribution to journal › Article › peer-review

  • Algorithm 100%
  • Tasks 100%
  • Monotonic 100%
  • Response Time 33%
  • Research 33%
  1 Scopus citations

• Effect of metabolic health and obesity on all-cause death and CVD incidence in Korean adults: a retrospective cohort study

  Kim, Y. S., Shin, S. J., Kim, Y., Kim, J. & Kang, H. T., Dec 2023, In: Scientific Reports. 13, 1, 639.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Cohort Study 100%
  • Health 100%
  • Incidence 100%
  • Obesity 100%
  • Cause of Death 100%
  1 Scopus citations

• Existential and Universal Width of Alternating Finite Automata

  Han, Y. S., Kim, S., Ko, S. K. & Salomaa, K., 2023, Descriptional Complexity of Formal Systems - 25th IFIP WG 1.02 International Conference, DCFS 2023, Proceedings. Bordihn, H., Tran, N. & Vaszil, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 51-64 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13918 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Automata 100%
  • Number 100%
  • String 75%
  • Computation 50%
  • Algorithm 50%
  2 Scopus citations

• GDA: Grammar-based Data Augmentation for Text Classification using Slot Information

  Hahn, J., Cheon, H., Orwig, E., Kim, S. H., Ko, S. K. & Han, Y. S., 2023, Findings of the Association for Computational Linguistics: EMNLP 2023. Association for Computational Linguistics (ACL), p. 7291-7306 16 p. (Findings of the Association for Computational Linguistics: EMNLP 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Data Augmentation 100%
  • Text Classification 100%
  • Algorithms 28%
  • Semantics 28%
  • Context 28%
  1 Scopus citations

• Generative Perturbation Network for Universal Adversarial Attacks on Brain-Computer Interfaces

  Jung, J., Moon, H. J., Yu, G. & Hwang, H., 1 Nov 2023, In: IEEE Journal of Biomedical and Health Informatics. 27, 11, p. 5622-5633 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Computer Interface 100%
  • Adversarial Machine Learning 100%
  • Neural Network 100%
  • Brain-Computer Interface 100%
  • Procedure 100%
  2 Scopus citations

• On Simon's congruence closure of a string

  Kim, S., Han, Y. S., Ko, S. K. & Salomaa, K., 13 Sep 2023, In: Theoretical Computer Science. 972, 114078.

  Research output: Contribution to journal › Article › peer-review

  • Closure 100%
  • Variables 33%
  • Algorithm 33%
  • Polynomial Time 33%
  • Complete 33%
  1 Scopus citations

• On the Simon’s Congruence Neighborhood of Languages

  Kim, S., Han, Y. S., Ko, S. K. & Salomaa, K., 2023, Developments in Language Theory - 27th International Conference, DLT 2023, Proceedings. Drewes, F. & Volkov, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 168-181 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13911 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • String 100%
  • Regular Language 100%
  • Computing 50%
  • context-free language 50%
  3 Scopus citations

• Preprocessing for Keypoint-Based Sign Language Translation without Glosses

  Kim, Y. & Baek, H., Mar 2023, In: Sensors. 23, 6, 3231.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Translation (Languages) 100%
  • Model 66%
  • Annotation 66%
  • Video Processing 33%
  • Machine Translation 33%
  9 Scopus citations

• Simultaneous Video Retrieval and Alignment

  Jo, W., Lim, G., Hwang, Y., Lee, G., Kim, J., Yun, J., Jung, J. & Choi, Y., 2023, In: IEEE Access. 11, p. 28466-28478 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Alignment 100%
  • Testing 16%
  • Annotation 16%
  • Real World 16%
  • Video Streaming 16%
  2 Scopus citations

• Smaller Representation of Compiled Regular Expressions

  Sung, S., Ko, S. K. & Han, Y. S., 2023, Implementation and Application of Automata - 27th International Conference, CIAA 2023, Proceedings. Nagy, B. & Nagy, B. (eds.). Springer Science and Business Media Deutschland GmbH, p. 290-301 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14151 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Experimental Result 100%
  • Benchmark 100%
  • Pattern Matching 100%
  • Current-State 100%
• 2022

  6MapNet: Representing Soccer Players from Tracking Data by a Triplet Network

  Kim, H., Kim, J., Chung, D., Lee, J., Yoon, J. & Ko, S. K., 2022, Machine Learning and Data Mining for Sports Analytics - 8th International Workshop, MLSA 2021, Revised Selected Papers. Brefeld, U., Davis, J., Van Haaren, J. & Zimmermann, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-14 12 p. (Communications in Computer and Information Science; vol. 1571 CCIS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Annotation 100%
  • Data Stream 100%
  • Event 100%
  • Experimental Result 50%
  • Feature Vector 50%
  1 Scopus citations

• A 2-Stage Model for Vehicle Class and Orientation Detection with Photo-Realistic Image Generation

  Kim, Y., Kang, D. & Baek, H., 2022, Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022. Tsumoto, S., Ohsawa, Y., Chen, L., Van den Poel, D., Hu, X., Motomura, Y., Takagi, T., Wu, L., Xie, Y., Abe, A. & Raghavan, V. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 6489-6493 5 p. (Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Model 100%
  • Detection 100%
  • Class 100%
  • Image Synthesis 100%
  • Location Information 28%

• A Deep Learning Approach for Fatigue Prediction in Sports Using GPS Data and Rate of Perceived Exertion

  Kim, J., Kim, H., Lee, J., Lee, J., Yoon, J. & Ko, S. K., 2022, In: IEEE Access. 10, p. 103056-103064 9 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Workload 100%
  • Deep Learning 100%
  • Learning Approach 100%
  • Physical Activity 100%
  • Training 100%
  6 Scopus citations

• A Multi-Task Benchmark for Korean Legal Language Understanding and Judgement Prediction

  Hwang, W., Lee, D., Cho, K., Lee, H. & Seo, M., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Korean 100%
  • Understanding 100%
  • Legal Decision 100%
  • Domain 100%
  • Data Set 100%
  6 Scopus citations

• BROS: A Pre-trained Language Model Focusing on Text and Layout for Better Key Information Extraction from Documents

  Hong, T., Kim, D., Ji, M., Hwang, W., Nam, D. & Park, S., 30 Jun 2022, AAAI-22 Technical Tracks 10. Association for the Advancement of Artificial Intelligence, p. 10767-10775 9 p. (Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022; vol. 36).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Model 100%
  • Extraction 100%
  • Texts 100%
  • Spatiality 100%
  • Information 100%
  85 Scopus citations

• Data-efficient End-to-end Information Extraction for Statistical Legal Analysis

  Hwang, W., Eom, S., Lee, H., Park, H. J. & Seo, M., 2022, NLLP 2022 - Natural Legal Language Processing Workshop 2022, Proceedings of the Workshop. Association for Computational Linguistics (ACL), p. 143-152 10 p. (NLLP 2022 - Natural Legal Language Processing Workshop 2022, Proceedings of the Workshop).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Information Extraction 100%
  • Statistical Analysis 33%
  • User 16%
  • Domain 16%
  • Experimental Result 16%
  2 Scopus citations

• Differentially Private Normalizing Flows for Synthetic Tabular Data Generation

  Lee, J., Kim, M., Jeong, Y. & Ro, Y., 30 Jun 2022, AAAI-22 Technical Tracks 7. Association for the Advancement of Artificial Intelligence, p. 7345-7353 9 p. (Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022; vol. 36).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Models 100%
  • Density 100%
  • Model 100%
  • Complexity 33%
  • Stages 33%
  10 Scopus citations

• FingerprintNet: Synthesized Fingerprints for Generated Image Detection

  Jeong, Y., Kim, D., Ro, Y., Kim, P. & Choi, J., 2022, Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 76-94 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13674 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Detection 100%
  • Generative Model 100%
  • Model 50%
  • Design 25%
  • Frequency Domain 25%
  4 Scopus citations

• FrePGAN: Robust Deepfake Detection Using Frequency-Level Perturbations

  Jeong, Y., Kim, D., Ro, Y. & Choi, J., 30 Jun 2022, AAAI-22 Technical Tracks 1. Association for the Advancement of Artificial Intelligence, p. 888-896 9 p. (Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022; vol. 36).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Model 100%
  • Detection 100%
  • Artifact 50%
  • Design 33%
  • Iteration 33%
  22 Scopus citations

• Higher Pulse Pressure Is Associated With Increased Risk of Cardio-cerebrovascular Disease and All-Cause Mortality: A Korean National Cohort Study

  Lee, J. W., Shin, S. J., Kim, J. & Kang, H. T., 1 Jul 2022, In: American Journal of Hypertension. 35, 7, p. 647-655 9 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Cerebrovascular Disease 100%
  • Cohort Study 100%
  • All Cause Mortality 100%
  3 Scopus citations

• Metformin Use May Increase Risk of Pancreatic Cancer in Diabetic Women: An Analysis of the Korean National Health Insurance Service-National Health Screening Cohort Database

  Kim, J., Bae, Y. J. & Kang, H. T., 2022, In: Korean Journal of Family Medicine. 43, 5, p. 327-333 7 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Analysis 100%
  • Woman 100%
  • Mass Screening 100%
  • database 100%
  • Metformin 100%
  3 Scopus citations

• Modular Reinforcement Learning for Playing the Game of Tron

  Jeon, M., Lee, J. & Ko, S. K., 2022, In: IEEE Access. 10, p. 63394-63402 9 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Algorithms 100%
  • Reinforcement Learning 100%
  • Model 71%
  • Grid Size 28%
  • Time Complexity 14%
  1 Scopus citations

• Necessary Feasibility Analysis for Mixed-Criticality Real-Time Embedded Systems

  Chwa, H. S., Baek, H. & Lee, J., 1 Jul 2022, In: IEEE Transactions on Parallel and Distributed Systems. 33, 7, p. 1520-1537 18 p.

  Research output: Contribution to journal › Article › peer-review

  • Embedded Systems 100%
  • Criticality 100%
  • Real Time Systems 30%
  • Multiprocessors 20%
  • multi-processor 20%
  7 Scopus citations

• OCR-Free Document Understanding Transformer

  Kim, G., Hong, T., Yim, M., Nam, J. Y., Park, J., Yim, J., Hwang, W., Yun, S., Han, D. & Park, S., 2022, Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 498-517 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13688 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Optical Character Recognition 100%
  • Visual Document 50%
  • Synthetic Data 20%
  • Art Performance 10%
  • Training Objective 10%
  82 Scopus citations

• On Simon’s Congruence Closure of a String

  Kim, S., Han, Y. S., Ko, S. K. & Salomaa, K., 2022, Descriptional Complexity of Formal Systems - 24th IFIP WG 1.02 International Conference, DCFS 2022, Proceedings. Han, Y.-S. & Vaszil, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 127-141 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13439 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • String 100%
  • Closure 100%
  • Design 25%
  • Complexity 25%
  • context-free language 25%
  3 Scopus citations

• Partitioned Real-Time Scheduling for Preventing Information Leakage

  Kang, D., Jung, I., Lee, K. & Baek, H., 2022, In: IEEE Access. 10, p. 22712-22723 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Attack 100%
  • Real Time Scheduling 100%
  • Real Time Systems 100%
  • Information Leakage 100%
  • Communication 50%

• Recent trends in opioid prescriptions in Korea from 2002 to 2015 based on the Korean NHIS-NSC cohort

  Kim, J., Shin, S. J., Yoon, J., Kim, H. S., Lee, J. W., Kim, Y. S., Kim, Y., You, H. S. & Kang, H. T., 2022, In: Epidemiology and health. 44, e2022029.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Opiate 100%
  • Prescription 100%
  • Annuals 100%
  • Korean 100%
  • Morphine 62%
  5 Scopus citations