Itziar Irigoien

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 16

Top Topics

Outlier Detection

Differentially Expressed Genes

Qualitative And Quantitative Analysis

Graphical Interface

Top Venues

SOCO-CISIS-ICEUTE

Publications

Martin Bikandi, Gorka Vélez, Naiara Aginako, Itziar Irigoien
Synthetic outlier generation for anomaly detection in autonomous driving. CoRR (2023)
Martin Bikandi, Gorka Vélez, Naiara Aginako, Itziar Irigoien
Synthetic Outlier Generation for Anomaly Detection in Autonomous Driving. ITSC (2023)
Itziar Irigoien, Susana Ferreiro, Basilio Sierra, Concepción Arenas
Fuzzy classification with distance-based depth prototypes: High-dimensional unsupervised and/or supervised problems. Appl. Soft Comput. 148 (2023)
Itsaso Rodríguez-Moreno, Itziar Irigoien, Basilio Sierra, Concepción Arenas
dbcsp: User-friendly R package for Distance-Based Common Spatial Patterns. R J. 14 (3) (2022)
Itziar Irigoien, Bru Cormand, María Soler-Artigas, Cristina Sánchez-Mora, Josep-Antoni Ramos-Quiroga, Concepción Arenas
New Distance-Based approach for Genome-Wide Association Studies. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (5) (2022)
Unai Zabala, Igor Rodriguez Rodriguez, José María Martínez-Otzeta, Itziar Irigoien, Elena Lazkano
Which gesture generator performs better? ICRA (2021)
Itsaso Rodriguez, Itziar Irigoien, Basilio Sierra, Concepcion Arenas
dbcsp: User-friendly R package for Distance-Based Common Spacial Patterns. CoRR (2021)
Unai Zabala, Igor Rodriguez Rodriguez, José María Martínez-Otzeta, Itziar Irigoien, Elena Lazkano
Quantitative analysis of robot gesticulation behavior. Auton. Robots 45 (1) (2021)
Unai Zabala, Igor Rodriguez Rodriguez, José María Martínez-Otzeta, Itziar Irigoien, Elena Lazkano
Quantitative analysis of robot gesticulation behavior. CoRR (2020)
José María Martínez-Otzeta, Itziar Irigoien, Basilio Sierra, Concepcion Arenas
ORdensity: user-friendly R package to identify differentially expressed genes. BMC Bioinform. 21 (1) (2020)
Igor Rodriguez Rodriguez, José María Martínez-Otzeta, Itziar Irigoien, Elena Lazkano
Spontaneous talking gestures using Generative Adversarial Networks. Robotics Auton. Syst. 114 (2019)
Pedro A. Marín-Reyes, Itziar Irigoien, Basilio Sierra, Javier Lorenzo-Navarro, Modesto Castrillón Santana, Concepcion Arenas
ILRA: Novelty Detection in Face-Based Intervener Re-Identification. Symmetry 11 (9) (2019)
Alberto Jimenez Cortadi, Fernando Boto, Itziar Irigoien, Basilio Sierra, Germán Rodríguez
Time Series Forecasting in Turning Processes Using ARIMA Model. IDC (2018)
Itziar Irigoien, Concepcion Arenas
Identification of differentially expressed genes by means of outlier detection. BMC Bioinform. 19 (1) (2018)
Alberto Jimenez Cortadi, Fernando Boto, Itziar Irigoien, Basilio Sierra, Alfredo Suarez
Instability Detection on a Radial Turning Process for Superalloys. SOCO-CISIS-ICEUTE (2017)
Itziar Irigoien, Francesc Mestres, Concepcion Arenas
Weighted Distance Based Discriminant Analysis: The R Package WeDiBaDis. R J. 8 (2) (2016)
Itziar Irigoien, Francesc Mestres, Concepcion Arenas
The Depth Problem: Identifying the Most Representative Units in a Data Group. IEEE ACM Trans. Comput. Biol. Bioinform. 10 (1) (2013)
Susana Ferreiro, Aitor Arnaiz, Basilio Sierra, Itziar Irigoien
Application of Bayesian networks in prognostics for a new Integrated Vehicle Health Management concept. Expert Syst. Appl. 39 (7) (2012)
Itziar Irigoien, Basilio Sierra, Concepcion Arenas
ICGE: an R package for detecting relevant clusters and atypical units in gene expression. BMC Bioinform. 13 (2012)
Susana Ferreiro, Basilio Sierra, Itziar Irigoien, Eneko Gorritxategi
A Bayesian network for burr detection in the drilling process. J. Intell. Manuf. 23 (5) (2012)
Susana Ferreiro, Basilio Sierra, Itziar Irigoien, Eneko Gorritxategi
Data mining for quality control: Burr detection in the drilling process. Comput. Ind. Eng. 60 (4) (2011)
Itziar Irigoien, Sergi Vives, Concepcion Arenas
Microarray Time Course Experiments: Finding Profiles. IEEE ACM Trans. Comput. Biol. Bioinform. 8 (2) (2011)
Ekaitz Jauregi, Itziar Irigoien, Basilio Sierra, Elena Lazkano, Concepcion Arenas
Loop-closing: A typicality approach. Robotics Auton. Syst. 59 (3-4) (2011)
Basilio Sierra, Elena Lazkano, Itziar Irigoien, Ekaitz Jauregi, Iñigo Mendialdua
K Nearest Neighbor Equality: Giving equal chance to all existing classes. Inf. Sci. 181 (23) (2011)
Itziar Irigoien, Concepcion Arenas, Elena Fernández, Francisco Mestres
GEVA: geometric variability-based approaches for identifying patterns in data. Comput. Stat. 25 (2) (2010)
Iñigo Mendialdua, Basilio Sierra, Elena Lazkano, Itziar Irigoien, Ekaitz Jauregi
Surrounding Influenced K-Nearest Neighbors: A New Distance Based Classifier. ADMA (1) (2010)
Basilio Sierra, Elena Lazkano, Ekaitz Jauregi, Itziar Irigoien
Histogram distance-based Bayesian Network structure learning: A supervised classification specific approach. Decis. Support Syst. 48 (1) (2009)