* : corresponding author

• Yuseong Kwon, Sojeong Park, *Soyoung Park, and Heaseung Lee. "Benchmarking of dimensionality reduction methods to capture drug response in transcriptome data", Scientific Reports, 15, 32173, https://doi.org/10.1038/s41598-025-12021-7, 2025.

 

• Jang, Moonsoo, Alicia Carriquiry, and *Soyoung Park. "Enhancing forensic shoeprint analysis: Application of the Shoe-MS algorithm to challenging evidence." Science & Justice (2025): 101255.

 

• Juhyeon Kim, *Soyoung Park and Alicia Carriquiry. “A deep learning approach for the comparison of handwritten documents using latent feature vectors”, Statistical Analysis and Data Mining: The ASA Data Sci Journal, 17(1), e11660, http://dx.doi.org/10.1002/sam.11660, 2024.

 

• Hana Lee, Alicia Carriquiry and Soyoung Park. “An automated alignment algorithm for identification of the source of footwear impressions with common class characteristics”, Statistical Analysis and Data Mining: The ASA Data Sci Journal, 17(1), e11659, http://dx.doi.org/10. 1002/sam.11659, 2024.

 

• Moonsoo Jang, *Soyoung Park and Alicia Carriquiry. “A finely tuned deep transfer learning algorithm to compare outsole images”, Statistical Analysis and Data Mining: The ASA Data Sci Journal, 16(6), 511–527, https://doi.org/10.1002/sam.11636, 2023. 

 

• *Soyoung Park and Alicia Carriquiry. “The effect of image descriptors on the performance of classifiers of footwear outsole image pairs”, Forensic Science International, 331: 111126, https: //doi.org/10.1016/j.forsciint.2021.111126, 2022. 

 

• *Soyoung Park and Alicia Carriquiry. “Quantifying the similarity of 2D images using edge pixels: An application to the forensic comparison of footwear impressions”, Journal of Applied Statistics, 48(10), 1833–1860, https://doi.org/10.1080/02664763.2020.1779194, 2020. 

 

• *Soyoung Park, Alicia Carriquiry. “A database of two-dimensional images of footwear outsole impressions”, Data in Brief, 30:105508, https://doi.org/10.1016/j.dib.2020.105508, 2020. 

 

• *Soyoung Park, Alicia Carriquiry, L. Kenneth Horkley, David W. Peate. “A database of elemental compositions of architectural float glass samples measured by LA-ICP-MS”, Data in Brief, 30: 105449, https://doi.org/10.1016/j.dib.2020.105449, 2020. 

 

• *Soyoung Park and Alicia Carriquiry. “An algorithm to compare two-dimensional footwear out-sole images using maximum cliques and speeded-up robust feature”, Statistical Analysis and Data Mining: The ASA Data Sci Journal, 13(2):188–199, https://doi.org/10.1002/sam.11449, 2020. 

 

• *Soyoung Park and Sam Tyner. “Evaluation and comparison of methods for forensic glass source conclusions”, Forensic Science International, 305: 110003, https://doi.org/10.1016/ j.forsciint.2019.110003, 2019. 

 

• *Soyoung Park and Alicia Carriquiry. “Learning algorithms to evaluate forensic glass evidence”, The Annals of Applied Statistics, 13(2):1068–1102, https://doi:10.1214/18-AOAS1211, 2019. 

 

• *Soyoung Park and Dong Wan Shin. “Modeling and forecasting realized volatilities of Korean financial assets featuring long memory and asymmetry”, Asia-Pacific Journal of Financial Studies, 43:31–58, 2014.