International Journals:
(* :corresponding author, † : co-first author )
- [J51] Jongseong Bae†, Susang Kim†, Ha Young Kim*,
"MVFormer: Diversifying Feature Normalization and Token Mixing for Efficient Vision Transformers,"
Pattern Recognition Letters, vol. 197, Nov. 2025, pp 72-80 [IF 2024: 3.3] (SCIE).
- [J50] Kisu Lee, Young Jin Kim, Minkyoung Kim, Ha Young Kim*,
"Hierarchical Multi-modal Fusion Architecture Search for Stock Market Forecasting",
Applied Soft Computing, vol. 183, Nov. 2025 [IF 2023: 7.2, IF(%)=9.1 < 10%] (SCIE).
- [J49] Jeongmin Yu†, Jongseong Bae, Ha Young Kim*,
"HeLPNet: Facial Structure-aware Landmark Coordinate Regression with Heatmap-guided Local Patch Embedding,"
Neurocomputing, vol. 650, 14 October 2025 [IF 2024: 6.5, Q1] (SCIE).
- [J48] Jihwan Moon†, Jihoon Park†, Jungeun Kim†, Jongseong Bae†, Hyeongwoo Jeon, Ha Young Kim*,
"DiffSLT: Enhancing Diversity in Sign Language Translation via Diffusion Model,"
Pattern Recognition Letters, vol. 196, October 2025, pp 117-125 [IF 2023: 3.9] (SCIE).
- [J47] Kisu Lee†, Jungeun Kim†, Ha Young Kim*,
"Data Augmentation with Flickering Backgrounds and Instances for Instance Segmentation,"
IEEE Access, vol. 13, May 2025 [IF 2023: 3.4] (SCIE).
- [J46] Sungsoo Kim†, Hyukjae Kwon†, Jisang Yoon, Ha Young Kim*,
"Dynamic Factor-Informed Reinforcement Learning for Enhancing Portfolio Optimization,"
accepted, Financial Innovation.(SSCI) [IF 2024: 7.2, IF(%)=0.7 < 1%]
- [J45] Soyeon Park†, Byungdo Cheon†, Ha Young Kim†, Heejung Kim*,
"Investigated Predictors of Construction Workers Ongoing Fatigue: Random Forest Approach,"
Journal of Management in Engineering, vol. 41, issue 4, July 2025.(SCIE) [IF 2022: 7.4, IF(%)=4.0 < 5%]
- [J44] Hyorim Shin, Jeongeun Park, Jungmin Yu, Jungeun Kim, Ha Young Kim, Changhoon Oh*,
"Looping In: Exploring Feedback Strategies to Motivate Human Engagement in Interactive Machine Learning,"
International Journal of Human-Computer Interaction, vol. 41, No. 14, July 2025, pages 8666-8683 (SSCI/SCIE).
- [J43] Jeongeun Park, Changhoon Oh, Ha Young Kim*,
"AI vs. Human-Generated Content and Accounts on Instagram: User Preferences, Evaluations, and Ethical Considerations,"
Technology in Society, vol. 79, Dec. 2024 [IF 2023: 10.1, IF(%)=0.6 < 1%] (SSCI).
- [J42] Jeongeun Park†, Hyunmin Kang†, Ha Young Kim*, "Human, do you think this painting is the work of a real artist?,"
International Journal of Human-Computer Interaction, vol. 40, No. 18, Sep. 2024, [IF 2021: 4.920, IF(%)=9.375 < 10%] (SSCI/SCIE).
- [J41] Jeongeun Park†, Sojeong Seong†, Soyeon Park, Minchae Kim, Ha Young Kim*,
"Multi-label material and human risk factors recognition model for construction site safety management,"
Journal of Safety Research, vol. 91, December 2024, pages 354-365 [IF 2023: 3.9, IF(%)=2.9 < 5%] (SSCI).
- [J40] Jeongeun Park†, Kisu Lee†, Ha Young Kim*,
"Integrated recognition assistant framework based on deep learning for autonomous driving: Human-like restoring damaged road sign information,"
International Journal of Human-Computer Interaction, vol. 40, No. 15, Aug. 2024 [IF 2021: 4.920, IF(%)=9.375 < 10%] (SSCI/SCIE).
- [J39] Jeongeun Park†, Minchae Kim†, Ha Young Kim*,
"Image is All for Music Retrieval: Interactive Music Retrieval System Using Images with Mood and Theme Attributes,"
International Journal of Human-Computer Interaction, vol. 40, no. 14, July 2024 [IF 2021: 4.920, IF(%)=9.375 < 10%] (SSCI/SCIE).
- [J38] Hyunju Ji, Eui Geum Oh, Mona Choi, Ha Young Kim, Young Ah Kim, Kyung Hee Lee*,
"Nursing diagnoses as factors associated with delirium among intensive care unit patients with sepsis: A retrospective correlational study,"
Journal of Advanced Nursing, vol. 80, no. 8, August 2024 [IF 2023: 3.8, IF(%)=2.9 < 5%] (SCIE/SSCI).
- [J37] Minjae Shin† , Sungsoo Kim† , Youngjin Kim† , Ahhyun Song, Yeeun Kim, Ha Young Kim*,
"Development of an HVAC system control method using weather forecasting data with deep reinforcement learning algorithms ,"
Building and Environment, vol. 248, Jan. 2024 [IF 2022: 7.4, IF(%)=4.0 < 5%] (SCIE).
- [J36] Jungeun Kim, Ha Young Kim*,
"CSLT-AK: Convolutional-embedded Transformer with an Action Tokenizer and Keypoint Emphasizer for Sign Language Translation,"
Pattern Recognition Letters, vol. 173, Sep. 2023, pages 115-122 [IF 2022: 5.1] (SCIE).
- [J35] Jeongeun Park, Donguk Yang, Ha Young Kim*,
"Text mining-based four-step framework for smart speaker product improvement and sales planning",
Journal of Retailing and Consumer Services, vol. 71, March 2023, 103186. [IF 2023: 11.0, IF(%)=2.5 < 5%] (SSCI).
- [J34] Kisu Lee, Sanghyo Lee *, Ha Young Kim*,
"Deep Learning-Based Defect Detection Framework for Ultra High Resolution Images of Tunnels",
Sustainability, vol. 15, no. 2, Jan 2023, 1292 [IF 2021: 3.889] (SCIE).
- [J33] Jongseong Bae, Byung Do Cheon, Ha Young Kim*,
"Pro-attention: Efficient Probability Distribution Matching-based Attention through Feature Space Conversion",
IEEE Access, vol. 10, Dec. 2022, pages 131192-131201. [IF 2021: 3.476] (SCIE).
- [J32] Jeongeun Park, Jinmo Gu, Ha Young Kim*,
"“Do not deceive me anymore!” Interpretation through model design and visualization for Instagram counterfeit seller account detection",
Computers in Human Behavior, Vol. 137, Dec. 2022, 107418. [IF 2021: 8.957, IF(%)=2.778 < 3%] (SSCI).
- [J31] Sungsoo Kim†, Jeongeun Park†, Donguk Yang, Dongyup Shin, J. Kim, H. Erick Ryu, Ha Young Kim*,
"Ultra-lightweight face activation for dynamic vision sensor with convolutional filter-level fusion using facial landmarks",
Expert Systems With Applications, Vol. 205, Nov. 2022, 11779. [IF 2021: 8.665, IF(%)=8.152 < 10%] (SCIE).
- [J30] Dong Uk Yang, Byeol Kim, Sang Hyo Lee, Yong Han Ahn, Ha Young Kim*,
"AutoDefect: Defect text classification in residential buildings using a multi-task channel attention network",
Sustainable Cities and Society, Vol. 80, May 2022, 103803 [IF 2021: 10.696, IF(%)=2.206 < 5%] (SCIE).
- [J29] Kisu Lee, Sanghyo Lee *, Ha Young Kim*,
"Bounding-box Object Augmentation with Random Transformations for Automated Defect Detection in Residential Building façades",
Automation in Construction, vol. 135, March 2022, 104138 [IF 2021: 10.517, IF(%)=0.362 < 1%] (SCIE).
- [J28] Hyun Kyu Shin, Ha Young Kim, Sang Hyo Lee*,
"Convolutional Neural Network-Based Regression for Predicting the Chloride Ion Diffusion Coefficient of Concrete",
Computers, Materials and Continua (CMC), Vol.70, No.3, pages 5059-5071, March 2022 [IF 2021: 3.860] (SCIE)
- [J27] Jeongeun Park, Hyunjae Lee, Ha Young Kim*,
"Risk factor recognition for automatic safety management in construction sites using fast deep convolutional neural networks",
Applied Sciences, 2022, 12(2), 694 [IF 2021: 2.838] (SCIE)..
- [J26] Hyun Jun Park†, Youngjun Kim†, Ha Young Kim*,
"Stock market forecasting using a multi-task approach integrating long short-term memory and the random forest framework",
Applied Soft Computing, volume 114, Jan 2022, 108106 [IF 2021: 8.263, IF(%)=9.292 < 10%] (SCIE).
- [J25] Dongyup Shin, Hye Jin Kam, Min-Seok Jeon, Ha Young Kim*,
"Automatic Classification of Thyroid Findings Using Static and Contextualized Ensemble Natural Language Processing Systems: Development Study",
JMIR medical informatics, 2021;9(9):e30223 [IF 2021: 3.228] (SCIE).
- [J24] Jinmo Gu†, Jinhyuk Na†, Jeongeun Park, Ha Young Kim*,
"Predicting Success of Outbound Telemarketing in Insurance Policy Loans Using an Explainable Multiple-Filter Convolutional Neural Network",
Applied Sciences, 2021, 11(15), 7147 [IF 2021: 2.838] (SCIE).
- [J23] Byungkon Kang †, Jisang Yoon †, Ha Young Kim †, Sung Jin Jo , Yourim Lee , Hye Jin Kam *,
"Deep-learning-based Automated Terminology Mapping in OMOP-CDM",
Journal of the American Medical Informatics Association (JAMIA), 28(7), 2021, pages 1489-1496 [IF 2021: 7.942, IF(%)=4.128 < 5%] (SCIE, SSCI).
- [J22] Kisu Lee, Sanghyo Lee , Ha Young Kim *,
"Accelerating multi-class defect detection of building façades using knowledge distillation of DCNN-based model",
International Journal of Sustainable Building Technology & Urban Development, volume 12, issue 2, June 2021, pp. 80-95. (SCOPUS)
- [J21] Donguk Yang†, Byeol Kim† and Ha Young Kim *,
"Automated defect classification in the maintenance phase using a channel attention-based convolutional neural network model of natural language processing",
International Journal of Sustainable Building Technology & Urban Development, volume 12, issue 2, June 2021, pp. 96-109. (SCOPUS)
- [J20] Ji Hyun Jang , Jisang Yoon , Jungeun Kim , Jinmo Gu , Ha Young Kim*,
"DeepOption: A Novel Option Pricing Framework Based on Deep Learning with Fused Distilled Data from Multiple Parametric Methods ",
Information Fusion, volume 70, June 2021, pages 43-59, [IF 2020: 17.564, IF(%)=0.459 < 1%] (SCIE)
- [J19] H.K. Shin, S.W. Lee, G. P. Hong, S. Lee, S.H. Lee, Ha Young Kim*,
"Defect-Detection Model for Underground Parking Lots Using Image Object-Detection Method",
Computers, Materials and Continua (CMC), vol. 66, no.3, pp. 2493-2507, 2021 [IF 2020: 3.772] (SCIE)
- [J18] Hyun Kyu Shin, Yong Han Ahn, Sang Hyo Lee *, Ha Young Kim*,
"Automatic Concrete Damage Recognition Using Multi-Level Attention Convolutional Neural Network",
Materials, 2020, 13(23), 5549,[IF 2020: 3.623, Q1] (SCIE)
- [J17] Kisu Lee, Goopyo Hong, Sael Lee, Sanghyo Lee *, Ha Young Kim *,
"MultiDefectNet: Multi-class Defect Detection of Building Façade based on Deep Convolutional Neural Network,
Sustainability 2020, 12(22), 9785 [IF 2020: 3.251] (SCIE, SSCI)
- [J16] J. Leem, Ha Young Kim*,
"Action-Specialized Expert Ensemble Trading System with Extended Discrete Action Space Using Deep Reinforcement Learning",
PLoS ONE, 15(7):e0236178,papes 1-39, 2020. [IF 2020: 3.240] (SCIE)
- [J15] S. W. Lee, Ha Young Kim*,
"Stock Market Forecasting with Super-High Dimensional Time-Series Data Using ConvLSTM, Trend Sampling, and Specialized Data Augmentation",
Expert Systems With Applications, vol. 161, 15 Dec. 2020, pages 1-19, Expert Systems With Applications. [IF 2019: 5.452, , IF(%)=1.807 < 2%] (SCIE).
- [J14] S. Lee, Y.H. Ahn, Ha Young Kim*,
"Predicting Concrete Compressive Strength using Deep Convolutional Neural Network based on Image Characteristics",
Computers, Materials and Continua (CMC), Vol.65, No.1, pages 1-17, 2020 [IF 2020: 3.772] (SCIE)
- [J13] B. R. Kang, H. Lee, K. Park, H. Ryu, Ha Young Kim*,
"BshapeNet: Object Detection and Instance Segmentation with Bounding Shape Masks", [Code], [Cityscapes results],
Pattern Recognition Letters, Volume 131, March 2020, pages 449-455, [IF 2019: 3.255] (SCIE)
- [J12] H.K. Shin, Y.H. Ahn, S. Lee, Ha Young Kim*,
"Digital Vision Based Concrete Compressive Strength Evaluating Model with Deep Convolutional Neural Network",
Computers, Materials and Continua (CMC), vol. 61, no. 3, 2019 [IF 2019: 4.890, Q1] (SCIE)
- [J11] T. Kim, Ha Young Kim*,
"Optimizing Pairs Trading Strategy Using Deep Reinforcement Learning with Various Trading and Stop-Loss Boundaries",
Complexity, vol. 2019, Article ID 3582516, 20 pages, Nov. 12, 2019.[IF 2019: 2.462] (SCIE)
- [J10] T. Kim, Ha Young Kim*,
"Forecasting Stock Prices with a Feature Fusion LSTM-CNN Model Using Different Representations of the Same Data" ,
PLoS ONE 14(2): e0212320, Feb.15, 2019.[IF 2019: 2.740] (SCIE)
- [J9] Y. Jang, Y.H. Ahn, Ha Young Kim*,
"Estimating the Compressive Strength of Concrete using Deep Convolutional Neural Networks with Digital Microscope Images",
Journal of Computing in Civil Engineering, vol. 33, issue 3, May 2019, [IF 2019: 2.979, Q1] (SCI)
- [J8] G. Jeong, Ha Young Kim*,
"Improving Financial Trading Decisions Using Deep Q-learning: Predicting the Number of Shares, Action Strategies, and Transfer Learning",
Expert Systems With Applications, vol. 117, March 2019, 125-138 [IF 2019: 5.452, IF(%)=1.807 < 2%] (SCIE).
- [J7] Y. Baek, Ha Young Kim*,
"ModAugNet: A new forecasting framework for stock market index value with an overfitting prevention LSTM module and a prediction LSTM module",
Expert Systems With Applications, vol. 113, 457-480, Dec. 2018. [IF 2018: 4.292, IF(%)=7.738 < 10%] (SCIE).
- [J6] Ha Young Kim*, C.H. Won,
"Forecasting the Volatility of Stock Price Index: A Hybrid Model Integrating LSTM with Multiple GARCH-Type Models",
Expert Systems With Applications, vol. 103, 25-37, August 2018. [IF 2018: 4.292, IF(%)=7.738 < 10%] (SCIE).
- [J5] Y. Kim, J-H Roh, Ha Young Kim*,
"Early Forecasting of Rice Blast Disease using Long Short-Term Memeory Recurrent Neural Networks",
Sustainability, Volume 10, Issue 1, 34, Dec. 2017. [IF 2017: 2.075] (SSCI, SCIE)
- [J4] S. H. Lee, Ha Young Kim*, H. K. Shin, Y. J. Jang, Y. H. Ahn*,
”Introducing a Model for Evaluating Concrete Structure Performance Using Deep Convolutional Neural Network”,
International Journal of Sustainable Building Technology & Urban Development, Volume 8, No. 3, 285-295, Sept. 2017. (SCOPUS)
- [J3] H. J. Kam, Ha Young Kim*,
”Learning Represenations for the Early Detection of Sepsis with Deep Neural Networks”,
Computers in Biology and Medicine, Volume 89, 248-255, Oct. 2017. [IF 2017: 2.115, Q1] (SCI)
- [J2] Ha Young Kim, F. Viens*,
”Portfolio Optimization with in Discrete Time with Proportional Transaction Costs under Stochastic Volatility”,
Annals of Finance, Volume 8, Issue 2, 405-425, May 2012. (ESCI, SCOPUS)
- [J1] Ha Young Kim, A. Vizcarra, F. Viens*,
”Lyapunov Exponents for Stochastic Anderson Models with Non-Gaussian Noise”,
Stochastics and Dynamics, 8 no. 3, 451-473, Sep. 2008 (SCIE)