Faculty members of Data Science and Statistics Faculty members of Data Science 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
 

Jason LinesDr. Jason Lines

Research interests:

Machine learning, artificial intelligence, and data mining. Primarily interested in classification and ensemble learning, with specific focus in the field of time series classification for developing real-time and on-chip algorithms for application to real-world use cases.

DAristidis K. Nikoloulopoulosr. Aristidis K. Nikoloulopoulos

Research interests:

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


Graeme RichardsDr. Graeme Richards

Research interests:

Rule discovery in large databases including nominal and ordinal features


 

wenjia wangDr. Wenjia Wang

Research interests:

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