Institute for Analytics and Data Science

Our people

Maria Fasli

World-class data experts

We are a multi and interdisciplinary Institute, bringing together expertise in analytics and data science from across our University.

Our experts include:

  • computer and electronic engineering scientists
  • statisticians and mathematicians
  • bioinformatics and biomedical scientists
  • social and political scientists
  • economists and finance experts
  • digital humanities experts
  • human rights experts
  • ethics and legal experts

Our academics and researchers are leading the way internationally in advanced analytics and data science. We're shaping new thinking, accelerating discovery and nurturing bright ideas to improve lives.

Institute Director

The Institute for Analytics and Data Science is led by Professor Maria Fasli, UNESCO Chair in Analytics and Data Science.

Professor Maria Fasli
"By collaborating with other members of the global UNESCO Chairs network, I am helping deliver UNESCO’s ambitious Sustainable Development Goals which include helping transitioning and developing countries to gain the data science and analytics skills they need for the twenty-first century. My UNESCO role is addressing the acute data science skills shortage in developing and transitioning countries and to ensure the benefits of the data revolution reach all walks of society."
Professor Maria Fasli Director of the Institute for Analytics and Data Science and UNESCO Chair in Analytics and Data Science


Biological Sciences

Business management and entrepreneurship

  • Dr Juan Carlos Fernandez de Arroyabe - strategy, structure and governance of joint R&D projects, dynamics of networks, internationalisation of SMEs.
  • Professor Vania Sena - innovation and diffusion of new technologies, agglomerations of human capital, productivity, intellectual property.

Computer science and engineering

  • Dr Luca Citi - machine learning, learning from biological signals and data (EEG, etc).
  • Dr Adrian Clark - computer vision and its applications, including robot vision, vision in a 3D world, and astronomy, automatic construction of vision systems using machine learning and evaluation of algorithms, data visualisation and augmented reality.
  • Professor Maria Fasli - agent-based modelling, simulation, analysis of structured/unstructured data, machine learning, adaptation, semantic information extraction, ontologies, recommendation technologies.
  • Professor John Gan - machine learning for data modelling and analysis, dimensionality reduction and feature selection in high-dimensional data space.
  • Dr Michael Gardner - learning analytics, socio-technical issues, data visualisation.
  • Professor Dongbing Gu - applying data processing tools to process heterogeneous sensory information for robot navigation and control.
  • Dr Daniel Karapetyan - combinatorial optimisation, adaptive methods, operational research, scheduling, transportation and logistics.
  • Professor Klaus McDonald-Maier - embedded systems and system-on-chip design, cybersecurity and advanced computer architectures, AI and data analytics.
  • Dr Udo Kruschwitz - natural language processing, analysis textual/unstructured data, information retrieval.
  • Dr Maria Kyropoulou - algorithm game theory, design and analysis of algorithms, and approximation algorithms.
  • Dr Spyros Samothrakis - reinforcement learning, machine learning, neural networks, role playing games.
  • Professor Edward Tsang - applied AI, constraint satisfaction, computational finance and economics, agent-based simulations.
  • Dr Carmine Venture - algorithm game theory, algorithms and optimisation, computational finance and economics, agent-based simulations.
  • Dr Aline Villavicencio - language technology and natural language engineering.
  • Professor Stuart Walker - large scale (4/8k) video data compression and streaming, self-service infrastructure containers for data intensive applications, hypercube-based code generation strategies for secure communications.
  • Professor Kun Yang - wireless networks, future internet architecture, network virtualization, cloud networking and applications.


  • Professor Sonia Bhalotra - applied microeconomic research on global health, gender and the political economy of public service provision using large data sets from developing countries, the UK and OECD countries in the early 20th century.
  • Professor Marcus Chambers - continuous time dynamic models, commodity price analysis, time series econometrics.
  • Dr Abhimanyu Gupta - econometric theory, spatial econometrics, applied econometrics, statistical theory.
  • Professor Giovanni Mastrobuoni - public economics, economics of crime, labour economics, applied econometrics.


Health and social care

  • Stephen Adshead - multivariate statistics in relation to the biopsychosocial model of nursing.
  • Dr Christopher Green - applied education, workforce development, clinical and health research, systematic review, exploring how qualitative data may provide contribute to big datasets.
  • Dr Ewen Speed - big data and change in the NHS, implications for health and social care in the context of data sharing.


  • Stephen Adshead - multivariate statistics in relation to the biopsychosocial model of nursing.
  • Dr Christopher Green - applied education, workforce development, clinical and health research, systematic review, exploring how qualitative data may provide contribute to big datasets.
  • Dr Ewen Speed - big data and change in the NHS, implications for health and social care in the context of data sharing.

Institute for Social and Economic Research

  • Professor Michaela Benzeval - collection and analysis of large-scale data, applied health research, health inequalities across lifecourse, biomarkers.
  • Dr Tarek Al Baghal - questionnaire design, quantitative methods, cognitive psychology, mobile data collection, social media data.
  • Professor Meena Kumari - biomarkers and genetics data.
  • Professor Peter Lynn - survey design, survey data collection, data quality measures, web and mobile data collection.

Language and Linguistics

  • Dr Laurel Lawyer - cognitive neurolinguistics, 'big data' approaches to EEG and fMRI, statistical methods in linguistics, stochastic and computational models of language learning and usage, speech perception, automatic speech recognition, linguistic corpora.


  • Professor Geoff Gilbert - legal consequences of mass forced displacement and how data can help respond to the legal challenges raised by the scale of the movement.
  • Dr Audrey Guinchard - cybercrime, data protection and related human rights issues.
  • Professor Paul Hunt - international human rights (especially economic, social and cultural rights), the right to development.
  • Professor Noam Lubell - regulating the use of emerging technologies by law enforcement and the military, cyber-war.
  • Professor Lorna McGregor - relationship of big data with human rights and access to justice.
  • Prof Maurice Sunkin - how judicial review and other redress mechanisms are used, by whom, in what matters, against which public bodies and with what effects.
  • Professor Lorna Woods - data protection and privacy (as part of communications/internet law).


  • Dr Chris Antonopoulos - complex networks, complex systems, chaos theory, dynamical systems, computational neuroscience.
  • Professor Edward Codling - ecological and environmental data, fisheries monitoring and assessment, animal movement and behaviour, movement tracking, GPS and other movement data sets, human crowd behaviour.
  • Dr Hongsheng Dai - Bayesian statistics, computing intensive methods, survival and longitudinal analysis, graphical models and mixture models.
  • Dr Andrew Harrison - bioinformatics, scientific big data, cloud computing, sources of bias and errors in data, data sharing within the developing world.
  • Professor Berthold Lausen - data science, biostatistics, clinical research, computational statistics, data analysis, epidemiology, public health, systems biology.
  • Dr Fanlin Meng – machine learning, game theory, optimisation, smart energy management, smart grids, intelligent transportation systems. 
  • Professor Abdel Salhi - optimisation, numerical analysis, data mining.
  • Dr Spyridon Vrontos - actuarial and financial modelling, asset-liability management, evaluation of funds performance, predictability, risk management.



  • Professor Nick Allum - survey methodology, analysis large-scale data, public understanding of science, social psychology of risk, social and political trust.
  • Professor Pete Fussey - uses, impacts and regulation of surveillance technology, the use of technology for social control, modes of urban digital governance (including smart city initiatives).
  • Dr James Allen-Robertson - data scraping, text mining, algorithmic power, practical big data ethics, digital culture.

UK Data Archive

  • Matthew Woollard - research integrity (replication/validation) of big data, curation and access to large-scale datasets for supporting research, ethical issues relating to the use and access to these data.
  • Dr Louise Corti - quality assessment of big data, provision of access to large-scale datasets for research including licensing and privacy issues.