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Itziar Irigoien
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2020 – today
- 2024
- [j20]Lander Segurola-Gil, Mikel Moreno-Moreno, Itziar Irigoien, Ane Miren Florez-Tapia:
Unsupervised Anomaly Detection Approach for Cyberattack Identification. Int. J. Mach. Learn. Cybern. 15(11): 5291-5302 (2024) - 2023
- [j19]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: 110917 (2023) - [c5]Martin Bikandi, Gorka Vélez, Naiara Aginako, Itziar Irigoien:
Synthetic Outlier Generation for Anomaly Detection in Autonomous Driving. ITSC 2023: 1146-1151 - [i3]Martin Bikandi, Gorka Vélez, Naiara Aginako, Itziar Irigoien:
Synthetic outlier generation for anomaly detection in autonomous driving. CoRR abs/2308.02184 (2023) - 2022
- [j18]Itsaso Rodríguez-Moreno, Itziar Irigoien, Basilio Sierra, Concepción Arenas:
dbcsp: User-friendly R package for Distance-Based Common Spatial Patterns. R J. 14(3): 80-94 (2022) - [j17]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): 2938-2949 (2022) - 2021
- [j16]Unai Zabala, Igor Rodriguez Rodriguez, José María Martínez-Otzeta, Itziar Irigoien, Elena Lazkano:
Quantitative analysis of robot gesticulation behavior. Auton. Robots 45(1): 175-189 (2021) - [c4]Unai Zabala, Igor Rodriguez Rodriguez, José María Martínez-Otzeta, Itziar Irigoien, Elena Lazkano:
Which gesture generator performs better? ICRA 2021: 3345-3352 - [i2]Itsaso Rodríguez-Moreno, Itziar Irigoien, Basilio Sierra, Concepción Arenas:
dbcsp: User-friendly R package for Distance-Based Common Spacial Patterns. CoRR abs/2109.00740 (2021) - 2020
- [j15]José María Martínez-Otzeta, Itziar Irigoien, Basilio Sierra, Concepción Arenas:
ORdensity: user-friendly R package to identify differentially expressed genes. BMC Bioinform. 21(1): 135 (2020) - [i1]Unai Zabala, Igor Rodriguez Rodriguez, José María Martínez-Otzeta, Itziar Irigoien, Elena Lazkano:
Quantitative analysis of robot gesticulation behavior. CoRR abs/2010.11614 (2020)
2010 – 2019
- 2019
- [j14]Igor Rodriguez Rodriguez, José María Martínez-Otzeta, Itziar Irigoien, Elena Lazkano:
Spontaneous talking gestures using Generative Adversarial Networks. Robotics Auton. Syst. 114: 57-65 (2019) - [j13]Pedro A. Marín-Reyes, Itziar Irigoien, Basilio Sierra, Javier Lorenzo-Navarro, Modesto Castrillón Santana, Concepción Arenas:
ILRA: Novelty Detection in Face-Based Intervener Re-Identification. Symmetry 11(9): 1154 (2019) - 2018
- [j12]Itziar Irigoien, Concepción Arenas:
Identification of differentially expressed genes by means of outlier detection. BMC Bioinform. 19(1): 317:1-317:20 (2018) - [c3]Alberto Jimenez Cortadi, Fernando Boto, Itziar Irigoien, Basilio Sierra, Germán Rodríguez:
Time Series Forecasting in Turning Processes Using ARIMA Model. IDC 2018: 157-166 - 2017
- [c2]Alberto Jimenez Cortadi, Fernando Boto, Itziar Irigoien, Basilio Sierra, Alfredo Suárez:
Instability Detection on a Radial Turning Process for Superalloys. SOCO-CISIS-ICEUTE 2017: 247-255 - 2016
- [j11]Itziar Irigoien, Francesc Mestres, Concepción Arenas:
Weighted Distance Based Discriminant Analysis: The R Package WeDiBaDis. R J. 8(2): 434 (2016) - 2013
- [j10]Itziar Irigoien, Francesc Mestres, Concepción Arenas:
The Depth Problem: Identifying the Most Representative Units in a Data Group. IEEE ACM Trans. Comput. Biol. Bioinform. 10(1): 161-172 (2013) - 2012
- [j9]Itziar Irigoien, Basilio Sierra, Concepción Arenas:
ICGE: an R package for detecting relevant clusters and atypical units in gene expression. BMC Bioinform. 13: 30 (2012) - [j8]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): 6402-6418 (2012) - [j7]Susana Ferreiro, Basilio Sierra, Itziar Irigoien, Eneko Gorritxategi:
A Bayesian network for burr detection in the drilling process. J. Intell. Manuf. 23(5): 1463-1475 (2012) - 2011
- [j6]Susana Ferreiro, Basilio Sierra, Itziar Irigoien, Eneko Gorritxategi:
Data mining for quality control: Burr detection in the drilling process. Comput. Ind. Eng. 60(4): 801-810 (2011) - [j5]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): 5158-5168 (2011) - [j4]Ekaitz Jauregi, Itziar Irigoien, Basilio Sierra, Elena Lazkano, Concepción Arenas:
Loop-closing: A typicality approach. Robotics Auton. Syst. 59(3-4): 218-227 (2011) - [j3]Itziar Irigoien, Sergi Vives, Concepción Arenas:
Microarray Time Course Experiments: Finding Profiles. IEEE ACM Trans. Comput. Biol. Bioinform. 8(2): 464-475 (2011) - 2010
- [j2]Itziar Irigoien, Concepción Arenas, Elena Fernández, Francisco Mestres:
GEVA: geometric variability-based approaches for identifying patterns in data. Comput. Stat. 25(2): 241-255 (2010) - [c1]Iñigo Mendialdua, Basilio Sierra, Elena Lazkano, Itziar Irigoien, Ekaitz Jauregi:
Surrounding Influenced K-Nearest Neighbors: A New Distance Based Classifier. ADMA (1) 2010: 270-277
2000 – 2009
- 2009
- [j1]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): 180-190 (2009)
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