Patricia Iglesias Sánchez

According to our database, Patricia Iglesias Sánchez authored at least 10 papers between 2012 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2018

Selection of Relevant and Non-Redundant Multivariate Ordinal Patterns for Time Series Classification.

Arvind Kumar Shekar, Marcus Pappik, Patricia Iglesias Sánchez, Emmanuel Müller

Proceedings of the Discovery Science - 21st International Conference, 2018

2017

Including Multi-feature Interactions and Redundancy for Feature Ranking in Mixed Datasets.

Arvind Kumar Shekar, Tom Bocklisch, Patricia Iglesias Sánchez, Christoph Nikolas Straehle, Emmanuel Müller

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Diverse Selection of Feature Subsets for Ensemble Regression.

Arvind Kumar Shekar, Patricia Iglesias Sánchez, Emmanuel Müller

Proceedings of the Big Data Analytics and Knowledge Discovery, 2017

2015

Context Selection on Attributed Graphs for Outlier and Community Detection.

Patricia Iglesias Sánchez

PhD thesis, 2015

Efficient Algorithms for a Robust Modularity-Driven Clustering of Attributed Graphs.

Patricia Iglesias Sánchez, Emmanuel Müller, Uwe Leo Korn, Klemens Böhm, Andrea Kappes, Tanja Hartmann, Dorothea Wagner

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

2014

Local context selection for outlier ranking in graphs with multiple numeric node attributes.

Patricia Iglesias Sánchez, Emmanuel Müller, Oretta Irmler, Klemens Böhm

Proceedings of the Conference on Scientific and Statistical Database Management, 2014

Focused clustering and outlier detection in large attributed graphs.

Bryan Perozzi, Leman Akoglu, Patricia Iglesias Sánchez, Emmanuel Müller

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

2013

Statistical Selection of Congruent Subspaces for Mining Attributed Graphs.

Patricia Iglesias Sánchez, Emmanuel Müller, Fabian Laforet, Fabian Keller, Klemens Böhm

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Ranking outlier nodes in subspaces of attributed graphs.

Emmanuel Müller, Patricia Iglesias Sánchez, Yvonne Mülle, Klemens Böhm

Proceedings of the Workshops Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

2012

Outlier Ranking via Subspace Analysis in Multiple Views of the Data.

Emmanuel Müller, Ira Assent, Patricia Iglesias Sánchez, Yvonne Mülle, Klemens Böhm

Proceedings of the 12th IEEE International Conference on Data Mining, 2012