Publications

2015

Isabelle Guyon, Kristin Bennett, Gavin C. Cawley, Hugo Jair Escalante, Sergio Escalera, Tin Kam Ho, Núria Macià, Bisakha Ray, Mehreen Saeed, Alexander R. Statnikov, Evelyne Viegas

Design of the 2015 ChaLearn AutoML challenge Inproceedings

Proceedings of the 28th International Joint Conference on Neural Networks, pp. 1–8, IEEE, 2015.

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2014

Núria Macià, Ester Bernadó-Mansilla

Towards UCI+: A mindful repository design Journal Article

Information Sciences, 261 , pp. 237–262, 2014.

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2013

Núria Macià, Ester Bernadó-Mansilla, Albert Orriols-Puig, Tin Kam Ho

Learner excellence biased by data set selection: A case for data characterisation and artificial data sets Journal Article

Pattern Recognition, 46 (3), pp. 1054–1066, 2013.

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2011

Núria Macià

Data complexity in supervised learning: A far-reaching implication PhD Thesis

La Salle --- Universitat Ramon Llull, 2011.

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2010

Núria Macià, Tin Kam Ho, Albert Orriols-Puig, Ester Bernadó-Mansilla

The lansdcape contest at ICPR'10 Inproceedings

Devrim Ünay, Selim Aksoy ; Çataltepe, Zehra (Ed.): Contests in ICPR 2010, pp. 29–5, Springer, Berlin, Heidelberg, 2010.

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Núria Macià, Albert Orriols-Puig, Ester Bernadó-Mansilla

In search of targeted-complexity problems Inproceedings

Genetic and Evolutionary Computation Conference, pp. 1055–1062, ACM, 2010.

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Núria Macià, Marc Visent-Menardia

Tick your race: native Hawaiian, American Indian, other Pacific Islander, Alaska native, Black or African American, White, Asian, or Cyborg Inproceedings

Forum on Philosophy, Engineering & Technology, 2010.

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Albert Orriols-Puig, Núria Macià, Tin Kam Ho

Documentation for the Data Complexity Library in C++ Technical Report

La Salle - Universitat Ramon Llull 2010.

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2009

Núria Macià, Albert Orriols-Puig, Ester Bernadó-Mansilla

EMO shines a light on the holes of complexity space Inproceedings

Genetic and Evolutionary Computation Conference, 2009.

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Núria Macià, Albert Orriols-Puig, Ester Bernadó-Mansilla

Beyond homemade synthetic data sets Incollection

Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems, 5572 , pp. 605–612, Springer-Verlag, Salamanca, Spain, 2009.

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2008

Núria Macià, Ester Bernadó-Mansilla, Albert Orriols-Puig

Preliminary approach on synthetic data sets generation based on class separability measure Inproceedings

19th International Conference on Pattern Recognition, Tampa, Florida, USA, 2008.

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Núria Macià, Ester Bernadó-Mansilla, Albert Orriols-Puig

On the dimensions of data complexity through synthetic data sets Incollection

Frontiers in artificial intelligence and applications, 184 , pp. 244–252, IOS Press, 2008.

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Núria Macià, Albert Orriols-Puig, Ester Bernadó-Mansilla

Genetic-based synthetic data sets for the analysis of classifier behavior Inproceedings

8th International Conference on Hybrid Intelligent Systems, pp. 507–512, Barcelona, Spain, 2008.

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2007

Ester Bernadó-Mansilla, Núria Macià

Modeling problem transformations based on data complexity Incollection

Frontiers in artificial intelligence and applications, 163 , pp. 133–140, IOS Press, 2007.

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Núria Macià, Ester Bernadó-Mansilla, Albert Fornells, Elisabet Golobardes, Josep Maria Martorell, Josep Maria Garrell

Revisión sobre métricas de complejidad en el modelado de clústers de un sistema CBR Inproceedings

V Taller de Minería de Datos, pp. 21–38, Zaragoza, Spain, 2007.

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Albert Fornells, Elisabet Golobardes, Josep Maria Martorell, Josep Maria Garrell, Núria Macià, Ester Bernadó-Mansilla

A methodology for analyzing the case retrieval from a clustered case memory Incollection

Proceedings of the 7th International Conference on Case-Based Reasoning, 4626 , pp. 122–136, Springer-Verlag, Belfast, Northern Ireland, UK, 2007.

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Albert Fornells, Elisabet Golobardes, Josep Maria Martorell, Josep Maria Garrell, Ester Bernadó-Mansilla, Núria Macià

Measuring the applicability of Self-Organization Maps into Case-Based Reasoning Incollection

Proceedings of the 3rd Iberian Conference on Pattern Recognition and Image Analysis, Part II, 4478 , pp. 532–539, Springer-Verlag, Girona, Spain, 2007.

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