Dr. Michael Madden

Dr Michael Madden's research is focused on new theoretical advances in machine learning and data mining, motivated by important practical applications, on the basis that challenging applications foster novel algorithms which in turn enable new applications. Specific research topics include: Artificial intelligence; Algorithms for classification and numeric prediction; New methods for combining domain knowledge with data mining; Time series data analysis; Reasoning under uncertainty; Bayesian networks; Reinforcement learning; Applications in science, engineering & medicine.