Faculty members of Machine Learning and Statistics Faculty members of Machine Learning and Statistics

tony bagnallDr. Tony Bagnall

Research interests:

Time series data mining with focus on classification and applications in electricity usage and image processing

 

gavin cawleyDr. Gavin Cawley

Research interests:

Transcriptomics, Gene regulation, Bayesian survival analysis, Kernal learning methods in computational biology

 

Beatriz de la IglesiaDr. Beatriz de la Iglesia

Research interests:

Multi-objective data mining algorithms, health informatics, text mining, metaheuristic algorithms for optimisation

 

wenjia wangProf. Elena Kulinskaya

Research interests:

Foundations of statistics, Statistical methods for discrete and skewed data, Asymptotic methods, Applied statistics with applications in ecology, medicine and actuarial sciences, Meta-analysis and research synthesis

 

Aristidis K. NikoloulopoulosDr. Aristidis K. Nikoloulopoulos

Research interests:

Multivariate Analysis, Dependence modeling, multivariate extreme value theory, composite likelihood, applications to biostatistics, psychometrics and risk management

 

Joost Noppen Dr. Joost Noppen

Research interests:

Automated decision support approaches for Software Engineering activities using mathematical modelling, soft computing and computational intelligence, Probability and fuzzy set models for trade off analysis with partial information, data recovery from historical software project data
 

wenjia wangDr. Wenjia Wang

Research interests:

Artificial neural networks, Decision tree induction, Bayesian theory, Evolutionary computing and Genetic algorithm, Machine learning ensemble methodology