Anthony C. Constantinou
Anthony C. Constantinou
Lecturer (Assistant Prof) in Machine Learning and Data Mining at Queen Mary University of London
Verified email at qmul.ac.uk - Homepage
TitleCited byYear
pi-football: A Bayesian network model for forecasting Association Football match outcomes
AC Constantinou, NE Fenton, M Neil
Knowledge-Based Systems, 36: 322-339, 2012
1012012
From complex questionnaire and interviewing data to intelligent Bayesian Network models for medical decision support
AC Constantinou, W Marsh, N Fenton, L Radlinski
Artificial Intelligence in Medicine 67, 75-93, 2016
652016
Profiting from an Inefficient Association Football Gambling Market: Prediction, Risk and Uncertainty Using Bayesian Networks
AC CONSTANTINOU, NE FENTON, M NEIL
Knowledge-Based Systems, 50: 60-86, 2013
432013
A Bayesian Network Framework for Project Cost, Benefit and Risk Analysis with an Agricultural Development Case Study
B Yet, A Constantinou, N Fenton, M Neil, E Luedeling, K Shepherd
Expert Systems with Applications 60, 75-93, 2016
382016
Solving the problem of inadequate scoring rules for assessing probabilistic football forecast models
AC Constantinou, NE Fenton
Journal of Quantitative Analysis in Sports 8 (1), 1559-0410.1418, 2012
382012
Determining the level of ability of football teams by dynamic ratings based on the relative discrepancies in scores between adversaries
AC CONSTANTINOU, NE FENTON
Journal of Quantitative Analysis in Sports. 9 (1), 37-50, 2013
372013
Profiting from arbitrage and odds biases of the European football gambling market
AC Constantinou, NE Fenton
The Journal of Gambling Business and Economics 7, 41-70, 2013
302013
Integrating Expert Knowledge with Data in Bayesian Networks: Preserving Data-Driven Expectations when the Expert Variables Remain Unobserved
A Constantinou, N Fenton, M Neil
Expert Systems with Applications 56, 197-208, 2016
262016
Risk assessment and risk management of violent reoffending among prisoners
AC Constantinou, M Freestone, W Marsh, N Fenton, J Coid
Expert Systems with Applications, 42(21): 7511-7529, 2015
252015
Towards Smart-Data: Improving predictive accuracy in long-term football team performance
A Constantinou, N Fenton
Knowledge-Based Systems 124, 93-104, 2017
212017
Causal inference for violence risk management and decision support in forensic psychiatry
AC Constantinou, M Freestone, W Marsh, J Coid
Decision Support Systems 80, 42-55, 2015
192015
Modelling mutually exclusive causes in Bayesian networks
N Fenton, M Neil, D Lagnado, W Marsh, B Yet, A Constantinou
Queen Mary, University of London, 2014
172014
Value of Information analysis for Interventional and Counterfactual Bayesian networks in Forensic Medical Sciences
AC Constantinou, B Yet, N Fenton, M Neil, W Marsh
Artificial Intelligence in Medicine 66, 41-52, 2016
142016
Bayesian networks for unbiased assessment of referee bias in Association Football
A Constantinou, N Fenton, L Pollock
Psychology of Sport and Exercise 15 (5), 538-547, 2014
132014
How to model mutually exclusive events based on independent causal pathways in Bayesian network models
N Fenton, M Neil, D Lagnado, W Marsh, B Yet, A Constantinou
Knowledge-Based Systems 113, 39-50, 2016
102016
Dolores: A model that predicts football match outcomes from all over the world
A Constantinou
Machine Learning, 1-27, 2018
62018
Improving risk management for violence in mental health services: a multimethods approach
JW Coid, S Ullrich, C Kallis, M Freestone, R Gonzalez, L Bui, ...
Programme Grants for Applied Research 4 (16), 2016
62016
An Improved Method for Solving Hybrid Influence Diagrams
B Yet, M Neil, N Fenton, A Constantinou, E Dementiev
International Journal of Approximate Reasoning 95, 93-112, 2018
52018
Improving risk management in mental health services
JW Coid, S Ullrich, C Kallis, M Freestone, R Gonzalez, L Bui, ...
British National Institute for Health Research (NIHR), 2014
52014
Evidence of an (intended) inefficient Association Football gambling market
AC Constantinou, NE Fenton
QMUL, Draft available at: http://www. constantinou. info/downloads …, 2012
52012
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