Ho-min Park

Ho-min Park

PhD in Computer Science Machine Learning Researcher

Publications

Google Scholar Statistics

Total Citations: 271 | h-index: 10 | i10-index: 10

Last updated: 2026-02-26

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Journal Articles

  1. Park, H., Kim, G., Oh, J., Van Messem, A., & De Neve, W. (2024). Interpreting stress detection models using SHAP and attention for MuSe-Stress 2022. IEEE Transactions on Affective Computing, 15(01): 1-17. DOI

  2. Park, H., Won, J., Park, Y., Anzaku, E. T., Vankerschaver, J., Van Messem, A., De Neve, W., & Shim, H. (2023). CRISPR-Cas-Docker: Web-based in silico docking and machine learning-based classification of crRNAs with Cas proteins. BMC Bioinformatics, 24(1): 167. DOI

  3. Park, H., Park, Y., Berani, U., Bang, E., Vankerschaver, J., Van Messem, A., De Neve, W., & Shim, H. (2022). In silico optimization of RNA-protein interactions for CRISPR-Cas13-based antimicrobials. Biology Direct, 17(1). DOI

  4. Park, H., Park, Y., Vankerschaver, J., Van Messem, A., De Neve, W., & Shim, H. (2022). Rethinking protein drug design with highly accurate structure prediction of anti-CRISPR proteins. Pharmaceuticals, 15(3). DOI

  5. Park, H., Park, S., de Guzman, M. K., Baek, J. Y., Cirkovic Velickovic, T., Van Messem, A., & De Neve, W. (2022). MP-Net: Deep learning-based segmentation for fluorescence microscopy images of microplastics isolated from clams. PLoS ONE, 17(6): e0269449. DOI

Conference Articles

  1. Nguyen, K. T., Park, H., Oh, G., Vankerschaver, J., & De Neve, W. (2025). Towards Improved Cervical Cancer Screening: Vision Transformer-Based Classification and Interpretability. IEEE 22nd International Symposium on Biomedical Imaging (ISBI), 1-5.

  2. Park, H., Yun, I., Kim, M., Nguyen, K. T., Van Messem, A., & De Neve, W. (2024). Interpretable Rotator Cuff Tear Diagnosis Using MRI Slides with CAMscore and SHAP. Medical Imaging 2024: Computer-Aided Diagnosis, Vol. 12927: 683-693. SPIE.

  3. Singh, A. K., Kim, G., Kim, J., Park, H., Choi, B. J., & De Neve, W. (2024). Exploring Multimodal Approaches and Fusion Methods for CEO Social Attribute Prediction in 2024 MuSe-Perception. Proceedings of the 5th on Multimodal Sentiment Analysis Challenge and Workshop, 36-44. ACM. DOI

  4. Park, H., Kim, G., Van Messem, A., & De Neve, W. (2023). MuSe-Personalization 2023: Feature engineering, hyperparameter optimization, and transformer-encoder re-discovery. Proceedings of the 4th Multimodal Sentiment Analysis Challenge and Workshop, 89-97. ACM. DOI

  5. Park, H., Yun, I., Kumar, A., Singh, A. K., Choi, B. J., Singh, D., & De Neve, W. (2022). Towards multimodal prediction of time-continuous emotion using pose feature engineering and a transformer encoder. Proceedings of the 3rd International on Multimodal Sentiment Analysis Workshop and Challenge, 47-54. DOI

  6. Baek, J. Y., de Guzman, M. K., Park, H., Park, S., Shin, B., Cirkovic Velickovic, T., Van Messem, A., & De Neve, W. (2021). Developing a segmentation model for microscopic images of microplastics isolated from clams. Pattern Recognition, ICPR International Workshops and Challenges, Part VI, 12666: 86-97. Springer. DOI

  7. Park, H., Kang, B., Van Messem, A., & De Neve, W. (2021). 3-D deep learning-based item classification for belt conveyors targeting packaging and logistics. Pattern Recognition, ICPR International Workshops and Challenges, Part VI, 12666: 578-591. Springer. DOI

  8. Kang, H., Park, H., Ahn, Y., Van Messem, A., & De Neve, W. (2021). Towards a quantitative analysis of class activation mapping for deep learning-based computer-aided diagnosis. Medical Imaging 2021, Vol. 11599. SPIE. DOI

  9. Park, H., Van Messem, A., & De Neve, W. (2020). Item measurement for logistics-oriented belt conveyor systems using a scenario-driven approach and automata-based control design. IEEE 7th International Conference on Industrial Engineering and Applications (ICIEA 2020).

  10. Park, H., Van Messem, A., & De Neve, W. (2019). Box-Scan: An efficient and effective algorithm for box dimension measurement in conveyor systems using a single RGB-D camera. The 7th IIAE International Conference on Industrial Application Engineering.

Patents

  1. Park, H., & De Neve, W. (2020). An apparatus and method for measuring the size of high-speed objects and classifying their type on conveyors using light curtain sensors. Korean Intellectual Property Office. Registration no.: 10-2273758.

  2. Park, H., & De Neve, W. (2018). Apparatus and method for measuring the size of high-speed boxes on conveyors using an RGB-D camera. Korean Intellectual Property Office. Registration no.: 10-2066862.