Lea A. Deleris  Lea A. Deleris photo       

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Research Staff Member and Manager
Dublin Research Lab, Dublin, Ireland

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Professional Associations

Professional Associations:  INFORMS  |  Society for Risk Analysis


2017

The Human Behaviour-Change Project: harnessing the power of artificial intelligence and machine learning for evidence synthesis and interpretation
Susan Michie, James Thomas, Marie Johnston, Pol Mac Aonghusa, John Shawe-Taylor, Michael P. Kelly, L\'ea A. Deleris, Ailbhe N. Finnerty, Marta M. Marques, Emma Norris, Alison O'Mara-Eves, Robert West
Implementation Science 12(1), 121, 2017
Abstract

Plenary Talks
Deleris, Lea A
Welcome to Galway and to the 6th Annual UK and Ireland SIAM Student Chapter Conference. Our chapter was founded in September 2014. Echoing SIAM s mission, our goal has been to facilitate interdisciplinary collaboration between students from different di, pp. 4, 2017
Abstract

Named Entity Recognition in the Medical Domain with Constrained CRF Models
Charles Jochim, Lea A Deleris
EACL, 2017
Abstract


2016

Thesaurus-Based Hierarchical Semantic Grouping of Medical Terms in Information Extraction.
Lassoued, Yassine and Deleris, L{\'e}a Amandine
MIE, pp. 446--450, 2016
Abstract

Probability Statements Extraction with Constrained Conditional Random Fields.
Lea A Deleris, Charles Jochim
Studies in health technology and informatics228, 527, 2016
Abstract


2015

Person-Specific Standardized Vulnerability Assessment in Health and Social Care.
Deleris, L{\'e}a Amandine and Mac Aonghusa, Pol and Shorten, Robert
MedInfo, pp. 462--466, 2015
Abstract

Extracting Dependence Relations from Unstructured Medical Text.
Jochim, Charles and Lassoued, Yassine and Sacaleanu, Bogdan and Deleris, L{\'e}a Amandine
MedInfo, pp. 1032, 2015
Abstract

Two Fields, One Model
Lea A. Deleris
Research Column of DA Today 33(3), 2015

Extracting Dependence Relations from Unstructured Medical Text
Charles Jochim, Yassine Lassoued, Bogdan Sacaleanu, Lea A. Deleris
MEDINFO 2015: eHealth-enabled Health - Proceedings of the 15th World Congress on Health and Biomedical Informatics, Sao Paulo, Brazil, 19-23 August

Person-Specific Standardized Vulnerability Assessment in Health and Social Care
L\'{e}a Amandine Deleris, Pol Mac Aonghusa, Robert Shorten
MEDINFO 2015: eHealth-enabled Health - Proceedings of the 15th World Congress on Health and Biomedical Informatics, S\~ao Paulo, Brazil, 19-23 August 2015, pp. 462--466

Rat Race Roulette: Helping Humans Make Sense of Probabilistic Journey Time?
L. Deleris, S. Deparis
Intelligent Transportation Systems (ITSC), 2015 IEEE 18th International Conference on, pp. 1575-1580

Bayesian Network Structure Learning with Messy Inputs: The Case of Multiple Incomplete Datasets and Expert Opinions
Shravan Sajja, LaA. Deleris
Algorithmic Decision Theory, pp. 123-138, Springer International Publishing, 2015


2014

Risk Event and Probability Extraction for Modeling Medical Risks
C Jochim, B Sacaleanu, LA Deleris
2014 AAAI Fall Symposium Series

Exploring the Visual Communication of Side Effects
Lea Deleris, Donna Gresh
ICHI 2014 - International Conference on Health Informatics

Who' s Counting? Probability Statements and Risk in Medical Literature
Lea Deleris, Bogdan Sacaleanu, Lamia Tounsi
AMIA CRI summit, 2014

A myopic approach to ordering nodes for parameter elicitation in Bayesian belief networks
Bhattacharjya, D., Deleris, L., Ray B.
IEEE Transactions on Data and Knowledge Engineering 26(5), 1053-1062, 2014

The value of information in some variations of the stopping problem
Bhattacharjya, D., Deleris, L.
Decision Analysis 11(3), 189-203, 2014


2013

Risk Information Extraction and Aggregation
Lea Deleris, Stephane Deparis, Bogdan Sacaleanu, Lamia Tounsi
Algorithmic Decision Theory, pp. 154--166, Springer, 2013


2012

Extracting risk modeling information from medical articles.
L\'ea Amandine Deleris, Bogdan Sacaleanu, Lamia Tounsi
Studies in health technology and informatics192, 1158--1158, 2012

From reliability block diagrams to fault tree circuits
D. Bhattacharjya, L.A. Deleris
Decision Analysis 9(2), 128--137, INFORMS, 2012

Visualizing Risk
D. Gresh, L.A. Deleris, L. Gasparini, D. Evans
Technical Report, 2012

Insolvencies in the American property and casualty insurance industry: A systems' approach
L A Deleris, M E Pat{'e}-Cornell
Risk and Decision Analysis 3(1), 3--18, IOS Press, 2012


2011

The growth and performance diagnostics initiative: A multi-dimensional framework for sales performance analysis and management
Singh, Moninder and Bhattacharjya, Debarun and Deleris, L{\'e}a and Katz-Rogozhnikov, Dmitriy and Squillante, Mark and Ray, Bonnie and Mojsilovic, Aleksandra and Kakrania, Deepika and Saha, Avijit and Fu, Jing and others
Service Science 3(1), 82--98, INFORMS, 2011
Abstract

The growth and performance diagnostics initiative: A multidimensional framework for sales performance analysis and management
M Singh, D Bhattacharjya, L Deleris, D Katz-Rogozhnikov, M Squillante, B Ray, A Mojsilovic, C Barrera, D Kakrania, J Richard, others
Serv. Sci 3(1), 82--98, 2011

A Web-based Tool for Expert Elicitation in Distributed Teams
C Spaccasassi, L Deleris
Bayesian Modeling Application Workshop at the Uncertainty in Artificial Intelligence (UAI) Conference, 2011

Quantitative Risk Assessment in Supply Chains: A Case Study Based on Engineering Risk Analysis Concepts
L A Deleris, F Erhun
Planning Production and Inventories in the Extended Enterprise, 105--131, Springer, 2011


2010

Business Integrity and Risk Management
B. Ray, K. McAuliffe, J. von Kaenel, EW Cope, LA Deleris, N. Nayak, RG Torok, D. Hubbard, D. Evans, SN Foley,
IBM Journal of Research and Development 54(3), 1-2, 2010

Service operation classification for risk management
F Shafti, T Bedford, L A Deleris, J R M Hosking, N Serban, H Shen, L Walls
IBM Journal of Research and Development 54(3), 7:1-7:17, IBM, 2010

A simulation model for improving the maintenance of high cost systems, with application to an offshore oil installation
Andrew R Conn, L A Deleris, J R M Hosking, and T A Thorstensen
Quality and Reliability Engineering International 26(7), 733--748, Wiley Online Library, 2010

Three key enablers to successful enterprise risk management
J Kanel von, EW Cope, LA Deleris, N Nayak, RG Torok
IBM Journal of Research and Development 54(3), 1, 2010

Incorporating risk into business process models
EW Cope, JM Küster, D. Etzweiler, LA Deleris, B. Ray
IBM Journal of Research and Development 54(3), 2010


2009

Ordering Nodes for Parameter Elicitation in Bayesian Belief Networks
Debarun Bhattacharjya, Lea A Deleris, Bonnie Ray
Technical Report, 2009

Risk Extensions to the BPMN 1.1 Business Process Metamodel
Eric Cope, Jochen M K\"uster, Dominik Etzweiler, L\'ea Deleris, Bonnie Ray
Technical Report, Technical Report RZ3740, IBM Research, 2009

Failure Risks in the Insurance Industry: A Quantitative Systems Analysis
E Pat{'e}-Cornell, L A Deleris
Risk Management and Insurance Review 12(2), 199--212, John Wiley \& Sons, 2009


2008

Harnessing Uncertainty: The Future of Risk Analytics
B Ray, C Apte, K McAuliffe, L Deleris, E Cope
Technical Report, 2008

Supply Chain Risk Management: A Delicate Balancing Act
Basu G., K. Butner, E. Cope, H. Dao, L. Deleris, J. Dong, M. Helander, K. Katircioglu, and B. Ray
Technical Report, IBM Global Business Services White Paper, 2008


2007

Simulation of adaptive project management analytics
L A Deleris, S Bagchi, S Kapoor, K Katircioglu, R Lam, S Buckley
Proceedings of the 39th Winter Simulation Conference, pp. 2234--2240, IEEE Press, 2007
Abstract

Adaptive Project Risk Management
L A Deleris, K Katircioglu, S Kapoor, R Lam, S Bagchi
Service Operations and Logistics, and Informatics, 2007, pp. 1--6


2006

A Strategic Risk Analysis Framework for the Performance of Insurance Companies?
Deleris L.A. and M.E. PatCornell
Proceedings of the 8th International Conference on Probabilistic Safety Assessment and Management, 2006

Firm failure risk: Study of the property-casualty insurance industry
L A Deleris
2006 - gradworks.umi.com, D., STANFORD UNIVERSITY

Engineering risk analysis of a hospital oxygen supply system
L A Deleris, G L Yeo, A Seiver, M E Pate-Cornell
Medical Decision Making 26(2), 162, SMDM, 2006


2005

Risk management in supply networks using monte-carlo simulation
LA Deleris, F Erhun
Simulation Conference, 2005 Proceedings of the Winter, pp. 7


2004

Quantitative risk assessment of supply chain performance
Deleris, L{\'e}a A and Erhun, Feryal and Pat{\'e}-Cornell, M Elisabeth
Manufacturing and Service Operations Management, 2004

Analyzing losses from hazard exposure: a conservative probabilistic estimate using supply chain risk simulation
LA Deleris, D Elkins, ME Pat{'e}-Cornell
Simulation Conference, 2004