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CBNA: A control theory based method for identifying coding and non-coding cancer drivers.

, , , , , , and . PLoS Comput. Biol., (2019)

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FairMod - Making Predictive Models Discrimination Aware., , , , , and . CoRR, (2018)Identifying miRNA-mRNA regulatory relationships in breast cancer with invariant causal prediction., , , , , , , and . BMC Bioinform., 20 (1): 143:1-143:12 (2019)From miRNA regulation to miRNA-TF co-regulation: computational approaches and challenges., , , , and . Briefings Bioinform., 16 (3): 475-496 (2015)Conditional Instrumental Variable Regression with Representation Learning for Causal Inference., , , , , and . CoRR, (2023)Data-Driven Causal Effect Estimation Based on Graphical Causal Modelling: A Survey., , , , and . ACM Comput. Surv., 56 (5): 127:1-127:37 (May 2024)Recommending the Most Effective Intervention to Improve Employment for Job Seekers with Disability., , , , , , and . KDD, page 3616-3626. ACM, (2021)Preface: The 2021 ACM SIGKDD Workshop on Causal Discovery., , , , , , and . CD@KDD, volume 150 of Proceedings of Machine Learning Research, page 1-2. PMLR, (2021)Discrimination detection by causal effect estimation., , , , , and . IEEE BigData, page 1087-1094. IEEE Computer Society, (2017)Causal Query in Observational Data with Hidden Variables., , , , , and . ECAI, volume 325 of Frontiers in Artificial Intelligence and Applications, page 2551-2558. IOS Press, (2020)ParallelPC: An R Package for Efficient Causal Exploration in Genomic Data., , , , , and . PAKDD (Workshops), volume 11154 of Lecture Notes in Computer Science, page 207-218. Springer, (2018)