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Dr Laura Climent

introduction

My research interests are within the area of Decision Analytics and Optimisation, including among others sustainability problems. Specifically, I have been researching with Decision Analytics and Optimization techniques such as: Constraint Programming, Linear Programming and Metaheuristics. In addition, I am also extending my research interests to Data Mining and Machine Learning and their combination with Decision Analytics and Optimization techniques.

PEER REVIEWED JOURNALS

Year Description
2016 L. Climent, Richard J. Wallace, Barry O'Sullivan, Eugene Freuder, "Extrapolating from Limited Uncertain Information to Obtain Robust Solutions for Large-Scale Optimization Problems", International Journal on Artificial Intelligence Tools (IJAIT), 2016. ISSN: 0218-2130 (DOI:10.1142/S0218213016600058 ) (JCR-2015: 0.504).
2015 L. Climent, Richard J. Wallace, M. A. Salido , F. Barber, "Uncertainty in Dynamic Constraint Satisfaction Problems". Artificial Intelligence Communications (AICOM),  2015. ISSN: 0921-7126 (JCR: 0.261, JCR-5-year: 0.683 ).
2015 L. Climent, "Robustness and Stability in Dynamic Constraint Satisfaction Problems", CONSTRAINTS,  2015. 20(4), ISSN: 1383-7133 (JCR: 0.622, JCR-5-year:0.978)
2014 L. Climent, Richard J. Wallace, M. A. Salido , F. Barber, "Robustness and Stability in Constraint Programming under Dynamism and Uncertainty", Journal of Artificial Intelligence Research (JAIR), 49:49-78, 2014. ISSN: 1076-9757 (JCR-2013: 0.904).
2013 L. Climent, Richard J. Wallace, M. A. Salido , F. Barber, "Finding Robust Solutions for Constraint Satisfaction Problems with Discrete and Ordered Domains by Coverings", Artificial Intelligence Review (AIRE), ISSN: 0269-2821 (DOI 10.1007/s10462-013-9420-0), 2013 (JCR-2013: 0.895).
2012 L. Climent, M. A. Salido , F. Barber, "Robustness in Dynamic Constraint Satisfaction Problems", International Journal of Innovative Computing, Information and Control (IJICIC), ISSN: 1349-4198, Volume 8, Number 4, pp. 2513-2532, April 2012. (JCR-2010: 1.664).

 

CONFERENCE PUBLICATIONS

Year Description
2016 L.Climent, B. O'Sullivan and Richard J. Wallace, "An Improved Metaheuristic Algorithm for Maximizing Demand Satisfaction in the Population Harvest Cutting Stock Problem", The International Symposium on Combinatorial Search (SoCS), July 2016.
2016 L.Climent, B. O'Sullivan and S. D. Prestwich, "Bounding the Search Space of the Population Harvest Cutting Problem with Multiple Size Stock Selection", Learning and Intelligent Optimization Conference (LION), May 2016.
2015 S. D. Prestwich, A. O. Fajemisin, L.Climent and B. O'Sullivan, "Solving a Hard Cutting Stock Problem by Machine Learning and Optimisation", The 25th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in DataBases (ECML PKDD). September 2015. (CORE A).
2014 L. Climent, Richard J. Wallace, Barry O'Sullivan, Eugene Freuder, "Extrapolating from Limited Uncertain Information to Obtain Robust Solutions for Large-Scale Optimization Problems", The 26th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), November 2014. pp: 989-905. ISBN: 987-1- 4799-65799-6572-4.(CORE B).
2014 L. Climent, Richard J. Wallace, M. A. Salido, F. Barber, "Robustness and Stability in Constraint Programming under Dynamism and Uncertainty", (Extended abstract)*. The 20th International Conference on Principles and Practice of Constraint Programming (CP), September 2014. (CORE A).
2013 L. Climent, Richard J. Wallace, M. A. Salido , F. Barber, "Modeling Robustness in CSPs as Weighted CSPs", The 10th International Conference on Integration of Artificial Intelligence (AI) and Operations Research (OR) techniques in Constraint Programming (CPAIOR), May 2013. (CORE B).
2012 L. Climent, Richard J. Wallace, M. A. Salido , F. Barber, "An Algorithm for Finding Robust and Stable Solutions for Constraint Satisfaction Problems with Discrete and Ordered Domains", The 24th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), November 2012. pp: 874-879. ISBN: 978-0-7695- 4915-6, 2012. (CORE B).
2012 L. Climent, M. A. Salido, F. Barber, Richard J. Wallace, "Solution Robustness in Constraint Satisfaction Problems with Discrete and Ordered Domains", The 23rd Irish Conference in Artificial Intelligence and Cognitive Science (AICS), pp: 74-83. ISBN: 978-3-8325-3240-6, 2012.
2011 L. Climent, M. A. Salido, F. Barber, "Reformulating Dynamic Linear Constraint Satisfaction Problems as Weighted CSPs for Searching Robust Solutions", Symposium on Abstraction, Reformulation and Approximation (SARA), pp: 34-41. ISBN: 978-1-57735-543-4, 2011. (CORE B).
2010 L. Climent, M. A. Salido, F. Barber, "Robust Solutions in Changing Constraint Satisfaction Problems", The 23rd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE). Part I, pp. 752-761, LNAI 6096, ISBN: 978-3-642-13021-2 ISSN: 0302- 9743, 2010. (CORE B).
2009 L. Climent, M. A. Salido, F. Barber, "Stability of Solutions in Constraint Satisfaction Problems", Proceedings of the 12th International Conference of the Catalan Association for Artificial intelligence. pp.301-309. ISBN: 978-1-60750-061-2 ISSN: 0922-6389, 2009.

 

workshop publications

Year Description
2015 A. O. Fajemisin, L.Climent, S. D. Prestwich, B. O'Sullivan, "A Stochastic Model for Harvesting and Supply in Forestry Problems under Uncertainty", The 27th European Conference on Operational Research (EURO),  July 2015 (CORE C).
2013 L. Climent, Richard J. Wallace, M. A. Salido , F. Barber, "A Constraint Programming Approach to Solve Scheduling Problems under Uncertainty", ICAPS 2013 Workshop on Constraint Satisfaction Techniques for Planning and Scheduling Problems (COPLAS), June 2013. (CORE B).
2009 L. Climent, M. A. Salido, F. Barber, "Finding Stable Solutions in Constraint Satisfaction Problems", The 15th International Conference on Principles and Practice of Constraint Programming (CP 2009), Doctoral Consortium. pp:25-30, 2009.
2008 L. Climent, M. A. Salido, F. Barber, L. Ingolotti, "Robustness and capacity in scheduling: Application to railway timetabling", PSCS'08. Iberamia 2008 Workshop on Planning, Scheduling and Constraint Satisfaction, ISBN: 972886207-5, pp: 87-98, 2008.
2009 M. A. Salido, L. Climent, F. Barber, "A Tool for Finding Stable Solutions in Constraint Satisfaction Problems", Workshop on Planning, Scheduling and Constraint Satisfaction (CAEPIA), 2009.
2009 L. Climent, M. A. Salido, F. Barber, "Stable Solutions in Constraint Satisfaction Problems", The 13th Spanish Conference for Artificial Intelligence (CAEPIA), Doctoral Consortium. 2009.

 

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