Itziar Irigoien

According to our database, Itziar Irigoien authored at least 25 papers between 2009 and 2023.

Collaborative distances:

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

2023

Fuzzy classification with distance-based depth prototypes: High-dimensional unsupervised and/or supervised problems.

Itziar Irigoien, Susana Ferreiro, Basilio Sierra, Concepción Arenas

Appl. Soft Comput., November, 2023

Synthetic Outlier Generation for Anomaly Detection in Autonomous Driving.

Martin Bikandi, Gorka Vélez, Naiara Aginako, Itziar Irigoien

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

2022

dbcsp: User-friendly R package for Distance-Based Common Spatial Patterns.

Itsaso Rodríguez-Moreno, Itziar Irigoien, Basilio Sierra, Concepción Arenas

R J., December, 2022

New Distance-Based approach for Genome-Wide Association Studies.

Itziar Irigoien, Bru Cormand, María Soler-Artigas, Cristina Sánchez-Mora, Josep-Antoni Ramos-Quiroga, Concepción Arenas

IEEE ACM Trans. Comput. Biol. Bioinform., 2022

2021

dbcsp: User-friendly R package for Distance-Based Common Spacial Patterns.

Itsaso Rodríguez-Moreno, Itziar Irigoien, Basilio Sierra, Concepción Arenas

CoRR, 2021

Quantitative analysis of robot gesticulation behavior.

Unai Zabala, Igor Rodriguez Rodriguez, José María Martínez-Otzeta, Itziar Irigoien, Elena Lazkano

Auton. Robots, 2021

Which gesture generator performs better?

Unai Zabala, Igor Rodriguez Rodriguez, José María Martínez-Otzeta, Itziar Irigoien, Elena Lazkano

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

2020

ORdensity: user-friendly R package to identify differentially expressed genes.

José María Martínez-Otzeta, Itziar Irigoien, Basilio Sierra, Concepción Arenas

BMC Bioinform., 2020

2019

ILRA: Novelty Detection in Face-Based Intervener Re-Identification.

Pedro A. Marín-Reyes, Itziar Irigoien, Basilio Sierra, Javier Lorenzo-Navarro, Modesto Castrillón Santana, Concepción Arenas

Symmetry, 2019

Spontaneous talking gestures using Generative Adversarial Networks.

Igor Rodriguez Rodriguez, José María Martínez-Otzeta, Itziar Irigoien, Elena Lazkano

Robotics Auton. Syst., 2019

2018

Identification of differentially expressed genes by means of outlier detection.

Itziar Irigoien, Concepción Arenas

BMC Bioinform., 2018

Time Series Forecasting in Turning Processes Using ARIMA Model.

Alberto Jimenez Cortadi, Fernando Boto, Itziar Irigoien, Basilio Sierra, Germán Rodríguez

Proceedings of the Intelligent Distributed Computing XII, 2018

2017

Instability Detection on a Radial Turning Process for Superalloys.

Alberto Jimenez Cortadi, Fernando Boto, Itziar Irigoien, Basilio Sierra, Alfredo Suárez

Proceedings of the International Joint Conference SOCO'17-CISIS'17-ICEUTE'17, 2017

2016

Weighted Distance Based Discriminant Analysis: The R Package WeDiBaDis.

Itziar Irigoien, Francesc Mestres, Concepción Arenas

R J., 2016

2013

The Depth Problem: Identifying the Most Representative Units in a Data Group.

Itziar Irigoien, Francesc Mestres, Concepción Arenas

IEEE ACM Trans. Comput. Biol. Bioinform., 2013

2012

A Bayesian network for burr detection in the drilling process.

Susana Ferreiro, Basilio Sierra, Itziar Irigoien, Eneko Gorritxategi

J. Intell. Manuf., 2012

Application of Bayesian networks in prognostics for a new Integrated Vehicle Health Management concept.

Susana Ferreiro, Aitor Arnaiz, Basilio Sierra, Itziar Irigoien

Expert Syst. Appl., 2012

ICGE: an R package for detecting relevant clusters and atypical units in gene expression.

Itziar Irigoien, Basilio Sierra, Concepción Arenas

BMC Bioinform., 2012

2011

Microarray Time Course Experiments: Finding Profiles.

Itziar Irigoien, Sergi Vives, Concepción Arenas

IEEE ACM Trans. Comput. Biol. Bioinform., 2011

Loop-closing: A typicality approach.

Ekaitz Jauregi, Itziar Irigoien, Basilio Sierra, Elena Lazkano, Concepción Arenas

Robotics Auton. Syst., 2011

K Nearest Neighbor Equality: Giving equal chance to all existing classes.

Basilio Sierra, Elena Lazkano, Itziar Irigoien, Ekaitz Jauregi, Iñigo Mendialdua

Inf. Sci., 2011

Data mining for quality control: Burr detection in the drilling process.

Susana Ferreiro, Basilio Sierra, Itziar Irigoien, Eneko Gorritxategi

Comput. Ind. Eng., 2011

2010

GEVA: geometric variability-based approaches for identifying patterns in data.

Itziar Irigoien, Concepción Arenas, Elena Fernández, Francisco Mestres

Comput. Stat., 2010

Surrounding Influenced K-Nearest Neighbors: A New Distance Based Classifier.

Iñigo Mendialdua, Basilio Sierra, Elena Lazkano, Itziar Irigoien, Ekaitz Jauregi

Proceedings of the Advanced Data Mining and Applications - 6th International Conference, 2010

2009

Histogram distance-based Bayesian Network structure learning: A supervised classification specific approach.

Basilio Sierra, Elena Lazkano, Ekaitz Jauregi, Itziar Irigoien

Decis. Support Syst., 2009