Léa A. Deleris

Publication Activity (10 Years)

Years Active: 2004-2021
Publications (10 Years): 16

Top Topics

Bayesian Belief Networks

Unstructured Text

Bayesian Network Structure Learning

Conditional Random Fields

Top Venues

Publications

Lingxue Yang, Hongrun Wang, Léa A. Deleris
What Does It Mean to Explain? A User-Centered Study on AI Explainability. HCI (36) (2021)
Andra Anoaica, Ahmed Ben Hassine, Léa A. Deleris
Equal Pay for Equal Competences: A Statistical Approach to Address Equal Pay Gap. ECAI (2020)
Jaebeen Lee, Léa A. Deleris
Sequencing, Combining and Sampling Classifiers to Help Find Needles in Haystacks. ECAI (2020)
Zied Haj-Yahia, Adrien Sieg, Léa A. Deleris
Towards Unsupervised Text Classification Leveraging Experts and Word Embeddings. ACL (1) (2019)
Yufang Hou, Debasis Ganguly, Léa A. Deleris, Francesca Bonin
Extracting Factual Min/Max Age Information from Clinical Trial Studies. CoRR (2019)
Léa A. Deleris, Francesca Bonin, Elizabeth Daly, Stéphane Deparis, Yufang Hou, Charles Jochim, Yassine Lassoued, Killian Levacher
Know Who Your Friends Are: Understanding Social Connections from Unstructured Text. NAACL-HLT (Demonstrations) (2018)
Léa A. Deleris, Debasis Ganguly, Killian Levacher, Martin Stephenson, Francesca Bonin
Decision Conversations Decoded. NAACL-HLT (Demonstrations) (2018)
Debasis Ganguly, Léa A. Deleris, Pol Mac Aonghusa, Alison J. Wright, Ailbhe N. Finnerty, Emma Norris, Marta M. Marques, Susan Michie
Unsupervised Information Extraction from Behaviour Change Literature. MIE (2018)
Thanh-Son Nguyen, Yufang Hou, Charles Jochim, Elizabeth M. Daly, Léa A. Deleris
The Cool Cucumber System at the 2017 TAC KBP BeSt Evaluation. TAC (2017)
Charles Jochim, Léa A. Deleris
Named Entity Recognition in the Medical Domain with Constrained CRF Models. EACL (1) (2017)
Yassine Lassoued, Léa A. Deleris
Thesaurus-Based Hierarchical Semantic Grouping of Medical Terms in Information Extraction. MIE (2016)
Léa A. Deleris, Charles Jochim
Probability Statements Extraction with Constrained Conditional Random Fields. MIE (2016)
Shravan Sajja, Léa A. Deleris
Bayesian Network Structure Learning with Messy Inputs: The Case of Multiple Incomplete Datasets and Expert Opinions. ADT (2015)
Léa A. Deleris, Pol Mac Aonghusa, Robert Shorten
Person-Specific Standardized Vulnerability Assessment in Health and Social Care. MedInfo (2015)
Léa A. Deleris, Stéphane Deparis
Rat Race Roulette: Helping Humans Make Sense of Probabilistic Journey Time? ITSC (2015)
Charles Jochim, Yassine Lassoued, Bogdan Sacaleanu, Léa A. Deleris
Extracting Dependence Relations from Unstructured Medical Text. MedInfo (2015)
Debarun Bhattacharjya, Léa A. Deleris
The Value of Information in Some Variations of the Stopping Problem. Decis. Anal. 11 (3) (2014)
Charles Jochim, Bogdan Sacaleanu, Léa A. Deleris
Risk Event and Probability Extraction for Modeling Medical Risks. AAAI Fall Symposia (2014)
Debarun Bhattacharjya, Léa A. Deleris, Bonnie Ray
A Myopic Approach to OrderingNodes for Parameter Elicitationin Bayesian Belief Networks. IEEE Trans. Knowl. Data Eng. 26 (5) (2014)
Léa A. Deleris, Bogdan Sacaleanu, Lamia Tounsi
Extracting Risk Modeling Information from Medical Articles. MedInfo (2013)
Léa A. Deleris, Stéphane Deparis, Bogdan Sacaleanu, Lamia Tounsi
Risk Information Extraction and Aggregation - Experimenting on Medline Abstracts. ADT (2013)
Debarun Bhattacharjya, Léa A. Deleris
From Reliability Block Diagrams to Fault Tree Circuits. Decis. Anal. 9 (2) (2012)
Léa A. Deleris, Marie-Elisabeth Paté-Cornell
Insolvencies in the American property and casualty insurance industry: A systems' approach. Risk Decis. Anal. 3 (1-2) (2012)
Eric W. Cope, Jochen Malte Küster, Dominik Etzweiler, Léa A. Deleris, Bonnie Ray
Incorporating risk into business process models. IBM J. Res. Dev. 54 (3) (2010)
Andrew R. Conn, Léa A. Deleris, Jonathan R. M. Hosking, Tom Anders Thorstensen
A simulation model for improving the maintenance of high cost systems, with application to an offshore oil installation. Qual. Reliab. Eng. Int. 26 (7) (2010)
Farhad Shafti, Tim Bedford, Léa A. Deleris, Jonathan R. M. Hosking, Nicoleta Serban, Haipeng Shen, Lesley Walls
Service operation classification for risk management. IBM J. Res. Dev. 54 (3) (2010)
Jürg von Känel, Eric W. Cope, Léa A. Deleris, N. Nayak, R. G. Torok
Three key enablers to successful enterprise risk management. IBM J. Res. Dev. 54 (3) (2010)
Léa A. Deleris, Sugato Bagchi, Shubir Kapoor, Kaan Katircioglu, Richard Lam, Stephen J. Buckley
Simulation of adaptive project management analytics. WSC (2007)
Léa A. Deleris, Feryal Erhun
Risk management in supply networks using monte-carlo simulation. WSC (2005)
Léa A. Deleris, Debra A. Elkins, Marie-Elisabeth Paté-Cornell
Analyzing Losses From Hazard Exposure: A Conservative Probabilistic Estimate Using Supply Chain Risk Simulation. WSC (2004)