Léa A. Deleris

Affiliations:
  • IBM Research Ireland, Dublin, Ireland
  • IBM Research, T.J. Watson Research Center, Yorktown Heights, NY, USA


According to our database1, Léa A. Deleris authored at least 30 papers between 2004 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

On csauthors.net:

Bibliography

2021
What Does It Mean to Explain? A User-Centered Study on AI Explainability.
Proceedings of the Artificial Intelligence in HCI, 2021

2020
Sequencing, Combining and Sampling Classifiers to Help Find Needles in Haystacks.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Equal Pay for Equal Competences: A Statistical Approach to Address Equal Pay Gap.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019
Extracting Factual Min/Max Age Information from Clinical Trial Studies.
CoRR, 2019

Towards Unsupervised Text Classification Leveraging Experts and Word Embeddings.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
Decision Conversations Decoded.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics, 2018

Know Who Your Friends Are: Understanding Social Connections from Unstructured Text.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics, 2018

Unsupervised Information Extraction from Behaviour Change Literature.
Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018

2017
The Cool Cucumber System at the 2017 TAC KBP BeSt Evaluation.
Proceedings of the 2017 Text Analysis Conference, 2017

Named Entity Recognition in the Medical Domain with Constrained CRF Models.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

2016
Thesaurus-Based Hierarchical Semantic Grouping of Medical Terms in Information Extraction.
Proceedings of the Exploring Complexity in Health: An Interdisciplinary Systems Approach - Proceedings of MIE2016 at HEC2016, Munich, Germany, 28 August, 2016

Probability Statements Extraction with Constrained Conditional Random Fields.
Proceedings of the Exploring Complexity in Health: An Interdisciplinary Systems Approach - Proceedings of MIE2016 at HEC2016, Munich, Germany, 28 August, 2016

2015
Extracting Dependence Relations from Unstructured Medical Text.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Person-Specific Standardized Vulnerability Assessment in Health and Social Care.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Rat Race Roulette: Helping Humans Make Sense of Probabilistic Journey Time?
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Bayesian Network Structure Learning with Messy Inputs: The Case of Multiple Incomplete Datasets and Expert Opinions.
Proceedings of the Algorithmic Decision Theory - 4th International Conference, 2015

2014
A Myopic Approach to OrderingNodes for Parameter Elicitationin Bayesian Belief Networks.
IEEE Trans. Knowl. Data Eng., 2014

The Value of Information in Some Variations of the Stopping Problem.
Decis. Anal., 2014

Risk Event and Probability Extraction for Modeling Medical Risks.
Proceedings of the 2014 AAAI Fall Symposia, Arlington, Virginia, USA, November 13-15, 2014, 2014

2013
Extracting Risk Modeling Information from Medical Articles.
Proceedings of the MEDINFO 2013, 2013

Risk Information Extraction and Aggregation - Experimenting on Medline Abstracts.
Proceedings of the Algorithmic Decision Theory - Third International Conference, 2013

2012
Insolvencies in the American property and casualty insurance industry: A systems' approach.
Risk Decis. Anal., 2012

From Reliability Block Diagrams to Fault Tree Circuits.
Decis. Anal., 2012

2010
A simulation model for improving the maintenance of high cost systems, with application to an offshore oil installation.
Qual. Reliab. Eng. Int., 2010

Service operation classification for risk management.
IBM J. Res. Dev., 2010

Three key enablers to successful enterprise risk management.
IBM J. Res. Dev., 2010

Incorporating risk into business process models.
IBM J. Res. Dev., 2010

2007
Simulation of adaptive project management analytics.
Proceedings of the Winter Simulation Conference, 2007

2005
Risk management in supply networks using monte-carlo simulation.
Proceedings of the 37th Winter Simulation Conference, Orlando, FL, USA, December 4-7, 2005, 2005

2004
Analyzing Losses From Hazard Exposure: A Conservative Probabilistic Estimate Using Supply Chain Risk Simulation.
Proceedings of the 36th conference on Winter simulation, 2004


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