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Publications

  1.  Prabakaran, M., Weible, L. J., Champlain, J. D., Jiang, R. Y., Biondi, K., Weil, A. A., ... & Ojo, K. K. (2023). The Gut-Wrenching Effects of Cryptosporidiosis and Giardiasis in Children. Microorganisms, 11(9), 2323.

  2.  Biondi, K., Patek, M., Balaguru, R., Cichonska, A., Rahman, R., “Accurate prediction of adenine pocket kinase inhibitor substructures by integrating machine learning and expert curation”, presented at American Chemical Society Fall 2022 Conference in Chicago

  3. Biondi, K., Tayebi, A., Yazdani-Jahromi, M., Kolantha, E., Yousefi, N., Neal, C. J., Seal, S., & Garibay, O. (Unpublished). Validating Artificial Intelligence for in Silico Prediction of Drug-Target Interaction: A case Study of Experimentally Validated Compounds to Combat COVID-19.

  4.  Neal, C., Biondi, K. (Presented in May 2021). Late News: Binding Affinity of Oligomers Towards SARS CoV 2 S-Protein Through Machine Learning and Experimental Validation. SM09.02: Peptide and Protein based Materials: From Assembly to Applications in Biological Context I. 2021 Virtual MRS Spring Meeting (3539367, SM09.02.08).

  5.  Biondi, K. (2020). Classifying camouflage images using cnn and k-means clustering for image segmentation. In Proceedings of the 8th International Conference on Signal, Image Processing and Pattern Recognition (SIPP 2020), Vienna, Austria, March 21-22, pp. 1-4.

  6. Topiwala, P., Dai, W., Pian, J., Biondi, K., & Krovvidi, A. (2022). Video Quality Analysis: Steps towards Unifying Full and No Reference Cases. Standards, 2(3), 402-416.

  7. Topiwala, P., Dai, W., Pian, J., Biondi, K., & Krovvidi, A. (2021, August). Vmaf and variants: Towards a unified vqa. In Applications of Digital Image Processing XLIV (Vol. 11842, pp. 96-104). SPIE.

  8. Biondi, K., Al-Masri, E., Baiocchi, O., Jeyaraman, S., Pospisil, E., Boyer, G., & de Souza, C. P. (2019, July). Air pollution detection system using edge computing. In 2019 International Conference in Engineering Applications (ICEA) (pp. 1-6). IEEE.

  9. Olmsted, J., Mwangi, S., Pecha, K., Baiocchi, O., Biondi, K., Teng, S., & Baiocchi, F. (2020, April). Hybrid Environment IoT-Mapping of Over-Tourism and Air Pollution in the Azores Archipelago. In 2020 IEEE Conference on Technologies for Sustainability (SusTech) (pp. 1-7). IEEE.

  10. Undergraduate Research Supervised by Maureen C. Kennedy
    Katalina Biondi (Summer 2018). Sensitivity analysis of fuel loading data inputs and empirical wildfire emissions models : Kennedy, M. C., Prichard, S. J., McKenzie, D., & French, N. H. (2020). Quantifying how sources of uncertainty in combustible biomass propagate to prediction of wildland fire emissions. International journal of wildland fire, 29(9), 793-806.

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