Publications
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Kromer-Edwards, Cory. “Optimizing K-Mer Fingerprint Generation for Machine Learning.” 2023 ACM Conference on Bioinformatics, Computational Biology, and Health Informatics (ACM-BCB), September 2023. https://doi.org/10.1145/3584371.3612946.
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Kromer-Edwards, Cory, and Suely Oliveira. “Compound RNN to predict MICs using K-Mer Fingerprints and Antibiotic SMILES.” 2023 ACM Conference on Bioinformatics, Computational Biology, and Health Informatics (ACM-BCB), September 2023. https://doi.org/10.1145/3584371.3613003.
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Kromer-Edwards, Cory, and Suely Oliveira. “Finding, and Countering, Future Resistance Using Bacterial Antibiotic Adversarial Genetic Algorithm (BAAGA).” 2023 International Joint Conference on Neural Networks (IJCNN), June 2023. Accepted.
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Kromer-Edwards, Cory, Mariana Castanheira, and Suely Oliveira. “Using Feature Selection to Predict MIC Values with Neural Networks.” 2023 International Joint Conference on Neural Networks (IJCNN), June 2023. Accepted.
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Kromer-Edwards, Cory, Mariana Castanheira, and Suely Oliveira. “K-Mer Fingerprinting with RNN to Predict Mics for K. Pneumoniae.” 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2022. https://doi.org/10.1109/bibm55620.2022.9995374.
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Kromer-Edwards, Cory, Mariana Castanheira, and Suely Oliveira. “Year, Location, and Species Information in Predicting Mic Values with Beta-Lactamase Genes.” 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2020. https://doi.org/10.1109/bibm49941.2020.9313331.
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Kromer-Edwards, Cory, Jace Neubaum, Suely Oliveira, Caitlin Smith, Evan Walser-Kuntz, and Andrew West. “Identifying Beta-Lactam Resistance with Neural Networks.” 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), December 2019. https://doi.org/10.1109/bibm47256.2019.8983058.
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Kromer-Edwards, Cory, Suely Oliveira, and David Stewart. “Parallelizing Basis Pursuit Denoising.” 2019 International Joint Conference on Neural Networks (IJCNN), July 2019. https://doi.org/10.1109/ijcnn.2019.8851987.
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Seifert, Lauren S., Kara Kaelber, Kathleen Flaherty, and Cory Kromer-Edwards. “Using Online Resources in Health Co-Inquiry: A Bifurcated Method for Analyzing Stakeholder Narratives.” Current Psychology 38, no. 6 (2019): 1772–88. https://doi.org/10.1007/s12144-019-00474-9.