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David Page works on algorithms for data mining and machine learning, and their applications to biomedical data, especially clinical and high-throughput genetic and molecular data. Of particular interest are inductive logic programming (ILP) and other multi-relational learning techniques capable of dealing with complex data points (such as molecules or clinical histories) and producing logical rules (such as the rules in green to the side).
David Page works on algorithms for data mining and machine learning, and their applications to biomedical data, especially clinical and high-throughput genetic and molecular data. Of particular interest are inductive logic programming (ILP) and other multi-relational learning techniques capable of dealing with complex data points (such as molecules or clinical histories) and producing logical rules (such as the rules in green to the side).
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ICML (2018): 1714-1723
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