Histogram distance-based Bayesian Network structure learning: A supervised classification specific approach. - Basilio Sierra; Elena Lazkano; Ekaitz Jauregi; Itziar Irigoien (Decis. Support Syst., 2009)

Surrounding Influenced K-Nearest Neighbors: A New Distance Based Classifier. - Iñigo Mendialdua; Basilio Sierra; Elena Lazkano; Itziar Irigoien; Ekaitz Jauregi (ADMA (1), 2010)

GEVA: geometric variability-based approaches for identifying patterns in data. - Itziar Irigoien; Concepción Arenas; Elena Fernández 001; Francisco Mestres (Comput. Stat., 2010)

Data mining for quality control: Burr detection in the drilling process. - Susana Ferreiro; Basilio Sierra; Itziar Irigoien; Eneko Gorritxategi (Comput. Ind. Eng., 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)

Loop-closing: A typicality approach. - Ekaitz Jauregi; Itziar Irigoien; Basilio Sierra; Elena Lazkano; Concepción Arenas (Robotics Auton. Syst., 2011)

Microarray Time Course Experiments: Finding Profiles. - Itziar Irigoien; Sergi Vives; Concepción Arenas (IEEE ACM Trans. Comput. Biol. Bioinform., 2011)

ICGE: an R package for detecting relevant clusters and atypical units in gene expression. - Itziar Irigoien; Basilio Sierra; Concepción Arenas (BMC Bioinform., 2012)

Application of Bayesian networks in prognostics for a new Integrated Vehicle Health Management concept. - Susana Ferreiro; Aitor Arnaiz 001; Basilio Sierra; Itziar Irigoien (Expert Syst. Appl., 2012)

A Bayesian network for burr detection in the drilling process. - Susana Ferreiro; Basilio Sierra; Itziar Irigoien; Eneko Gorritxategi (J. Intell. Manuf., 2012)

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)

Weighted Distance Based Discriminant Analysis: The R Package WeDiBaDis. - Itziar Irigoien; Francesc Mestres; Concepción Arenas (R J., 2016)

Instability Detection on a Radial Turning Process for Superalloys. - Alberto Jimenez Cortadi; Fernando Boto; Itziar Irigoien; Basilio Sierra; Alfredo Suárez (SOCO-CISIS-ICEUTE, 2017)

Time Series Forecasting in Turning Processes Using ARIMA Model. - Alberto Jimenez Cortadi; Fernando Boto; Itziar Irigoien; Basilio Sierra; Germán Rodríguez (IDC, 2018)

Identification of differentially expressed genes by means of outlier detection. - Itziar Irigoien; Concepción Arenas (BMC Bioinform., 2018)

Spontaneous talking gestures using Generative Adversarial Networks. - Igor Rodriguez Rodriguez; José María Martínez-Otzeta; Itziar Irigoien; Elena Lazkano (Robotics Auton. Syst., 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)

ORdensity: user-friendly R package to identify differentially expressed genes. - José María Martínez-Otzeta; Itziar Irigoien; Basilio Sierra; Concepción Arenas (BMC Bioinform., 2020)

Which gesture generator performs better? - Unai Zabala; Igor Rodriguez Rodriguez; José María Martínez-Otzeta; Itziar Irigoien; Elena Lazkano (ICRA, 2021)

Quantitative analysis of robot gesticulation behavior. - Unai Zabala; Igor Rodriguez Rodriguez; José María Martínez-Otzeta; Itziar Irigoien; Elena Lazkano (Auton. Robots, 2021)

dbcsp: User-friendly R package for Distance-Based Common Spacial Patterns. - Itsaso Rodríguez-Moreno; Itziar Irigoien; Basilio Sierra; Concepción Arenas (CoRR, 2021)

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)

dbcsp: User-friendly R package for Distance-Based Common Spatial Patterns. - Itsaso Rodríguez-Moreno; Itziar Irigoien; Basilio Sierra; Concepción Arenas (R J., 2022)

Synthetic Outlier Generation for Anomaly Detection in Autonomous Driving. - Martin Bikandi; Gorka Vélez; Naiara Aginako; Itziar Irigoien (ITSC, 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., 2023)

Unsupervised Anomaly Detection Approach for Cyberattack Identification. - Lander Segurola-Gil; Mikel Moreno-Moreno; Itziar Irigoien; Ane Miren Florez-Tapia (Int. J. Mach. Learn. Cybern., 2024)