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Cell distribution and habitat fragmentation affecting the spread of plasmids in soil bacterial populations
(2019)Aims and Objectives. Transfer of conjugative plasmids among soil bacteria is an important evolutionary driver for fostering adaptation to environmental stresses such as antibiotic or xenobiotic contamination. However, plasmids impose a metabolic burden on host cells and the reason for their persistence over evolutionary times remains unclear. Here, we hypothesize that soil environments favor plasmid maintenance due to habitat fragmentation ...Conference Poster -
Evaluating the Robustness of Deep Learning Models for Mobility Prediction Through Causal Interventions
(2023)Changes in the characteristics of mobility data can significantly influence the predictive performance of deep learning models. However, there is still a lack of understanding of the degree of their impacts and the robustness of deep learning models against the variability of these characteristics. This hinders the development of benchmark datasets for evaluating different mobility prediction models. In this study, we use a causal ...Conference Poster -
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