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Machine Learning to Predict Developmental Neurotoxicity with High-throughput Data from 2D Bio-engineered Tissues.

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Modelling regulatory pathways in E. coli from time series expression profiles., , and . ISMB, page 241-248. (2002)Bayesian Estimation of Latently-grouped Parameters in Undirected Graphical Models., and . NIPS, page 1232-1240. (2013)Logical Differential Prediction Bayes Net, improving breast cancer diagnosis for older women., , , and . AMIA, AMIA, (2012)Using Machine Learning to Design and Interpret Gene-Expression Microarrays., , , and . AI Magazine, 25 (1): 23-44 (2004)Markov logic networks for adverse drug event extraction from text., , , , , , , and . Knowl. Inf. Syst., 51 (2): 435-457 (2017)Predicting Adverse Drug Events from Electronic Medical Records., , , , and . Foundations of Biomedical Knowledge Representation, volume 9521 of Lecture Notes in Computer Science, Springer, (2015)Relational Differential Prediction., , , and . ECML/PKDD (1), volume 7523 of Lecture Notes in Computer Science, page 617-632. Springer, (2012)Score As You Lift (SAYL): A Statistical Relational Learning Approach to Uplift Modeling., , , , , and . ECML/PKDD (3), volume 8190 of Lecture Notes in Computer Science, page 595-611. Springer, (2013)Forest-Based Point Process for Event Prediction from Electronic Health Records., and . ECML/PKDD (3), volume 8190 of Lecture Notes in Computer Science, page 547-562. Springer, (2013)Why skewing works: learning difficult Boolean functions with greedy tree learners., , , and . ICML, volume 119 of ACM International Conference Proceeding Series, page 728-735. ACM, (2005)