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Basilio Sierra Araujo
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2020 – today
- 2024
[j74]Imanol Iriarte
, Jorge Gorostiza, Iñaki Iglesias, Joseba Lasa, Hodei Calvo-Soraluze, Basilio Sierra:
An overactuated aerial robot based on cooperative quadrotors attached through passive universal joints: Modeling, control and 6-DoF trajectory tracking. Robotics Auton. Syst. 180: 104761 (2024)- [j73]Unai Antero, Francisco Blanco, Jon Oñativia, Damien Sallé, Basilio Sierra:
Harnessing the Power of Large Language Models for Automated Code Generation and Verification. Robotics 13(9): 137 (2024) - 2023
- [j72]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) - [j71]Itsaso Rodríguez-Moreno, José María Martínez-Otzeta, Basilio Sierra:
HAKA: HierArchical Knowledge Acquisition in a sign language tutor. Expert Syst. Appl. 215: 119365 (2023) - [j70]Ibon Merino, Jon Azpiazu, Anthony Remazeilles, Basilio Sierra:
Ensemble of 6 DoF Pose estimation from state-of-the-art deep methods. Neurocomputing 541: 126270 (2023) - [j69]Arantzazu Florez, Itsaso Rodríguez-Moreno, Arkaitz Artetxe, Igor García Olaizola, Basilio Sierra:
CatSight, a direct path to proper multi-variate time series change detection: perceiving a concept drift through common spatial pattern. Int. J. Mach. Learn. Cybern. 14(9): 2925-2944 (2023) - [j68]José María Martínez-Otzeta, Itsaso Rodríguez-Moreno, Iñigo Mendialdua, Basilio Sierra:
RANSAC for Robotic Applications: A Survey. Sensors 23(1): 327 (2023) - [j67]Mikel Labayen, Xabier Mendialdua, Naiara Aginako, Basilio Sierra:
Semi-Automatic Validation and Verification Framework for CV&AI-Enhanced Railway Signaling and Landmark Detector. IEEE Trans. Instrum. Meas. 72: 1-13 (2023) - [i5]Unai Muñoz-Aseguinolaza, Basilio Sierra, Naiara Aginako:
Rotational augmentation techniques: a new perspective on ensemble learning for image classification. CoRR abs/2306.07027 (2023) - 2022
- [j66]David Velásquez, Enrique Pérez, Xabier Oregui, Arkaitz Artetxe, Jorge Manteca, Jordi Escayola Mansilla, Mauricio Toro, Mikel Maiza, Basilio Sierra:
A Hybrid Machine-Learning Ensemble for Anomaly Detection in Real-Time Industry 4.0 Systems. IEEE Access 10: 72024-72036 (2022) - [j65]Meritxell Gómez-Omella, Basilio Sierra, Susana Ferreiro:
On the Evaluation, Management and Improvement of Data Quality in Streaming Time Series. IEEE Access 10: 81458-81475 (2022) - [j64]David Montero, Naiara Aginako, Basilio Sierra, Marcos Nieto:
Efficient large-scale face clustering using an online Mixture of Gaussians. Eng. Appl. Artif. Intell. 114: 105079 (2022) - [j63]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) - [c61]José María Martínez-Otzeta, Iñigo Mendialdua, Itsaso Rodríguez-Moreno, Igor Rodriguez Rodriguez, Basilio Sierra:
An Open-source Library for Processing of 3D Data from Indoor Scenes. ICPRAM 2022: 610-615 - [c60]Itsaso Rodríguez-Moreno, José María Martínez-Otzeta, Izaro Goienetxea, Basilio Sierra:
Towards an Interpretable Spanish Sign Language Recognizer. ICPRAM 2022: 622-629 - [c59]Itsaso Rodríguez-Moreno, José María Martínez-Otzeta, Basilio Sierra:
A Hierarchical Approach for Spanish Sign Language Recognition: From Weak Classification to Robust Recognition System. IntelliSys (1) 2022: 37-53 - 2021
- [j62]Amaia Gil, Marco Quartulli, Igor G. Olaizola, Basilio Sierra:
Towards Smart Data Selection From Time Series Using Statistical Methods. IEEE Access 9: 44390-44401 (2021) - [j61]Imanol Iriarte, Iñaki Iglesias, Joseba Lasa, Hodei Calvo-Soraluze, Basilio Sierra:
Enhancing VTOL Multirotor Performance With a Passive Rotor Tilting Mechanism. IEEE Access 9: 64368-64380 (2021) - [j60]Mikel Labayen, Ricardo Vea, Julián Flórez, Naiara Aginako, Basilio Sierra:
Online Student Authentication and Proctoring System Based on Multimodal Biometrics Technology. IEEE Access 9: 72398-72411 (2021) - [j59]Itsaso Rodríguez-Moreno, José María Martínez-Otzeta, Izaro Goienetxea, Igor Rodriguez Rodriguez, Basilio Sierra:
A New Approach for Video Action Recognition: CSP-Based Filtering for Video to Image Transformation. IEEE Access 9: 139946-139957 (2021) - [j58]Izaro Goienetxea, Iñigo Mendialdua, Igor Rodriguez Rodriguez, Basilio Sierra:
Problems selection under dynamic selection of the best base classifier in one versus one: PSEUDOVO. Int. J. Mach. Learn. Cybern. 12(6): 1721-1735 (2021) - [j57]Ibon Merino, Jon Azpiazu, Anthony Remazeilles, Basilio Sierra:
3D Convolutional Neural Networks Initialized from Pretrained 2D Convolutional Neural Networks for Classification of Industrial Parts. Sensors 21(4): 1078 (2021) - [j56]Arantzazu Florez, Elena Murga, Itziar Ortiz de Zarate, Arrate Jaureguibeitia, Arkaitz Artetxe, Basilio Sierra:
Measurement Time Reduction by Means of Mathematical Modeling of Enzyme Mediated RedOx Reaction in Food Samples Biosensors. Sensors 21(9): 2990 (2021) - [j55]David Velásquez, Alejandro Sánchez, Sebastián Sarmiento, Camilo Velásquez, Mauricio Toro, Edwin Montoya, Helmuth Trefftz, Mikel Maiza, Basilio Sierra:
A Cyber-Physical Data Collection System Integrating Remote Sensing and Wireless Sensor Networks for Coffee Leaf Rust Diagnosis. Sensors 21(16): 5474 (2021) - [j54]Alberto Diez-Olivan, Patxi Ortego, Javier Del Ser, Itziar Landa-Torres, Diego Galar, David Camacho, Basilio Sierra:
Adaptive Dendritic Cell-Deep Learning Approach for Industrial Prognosis Under Changing Conditions. IEEE Trans. Ind. Informatics 17(11): 7760-7770 (2021) - [c58]Fadi Boutros, Naser Damer, Jan Niklas Kolf, Kiran B. Raja, Florian Kirchbuchner, Raghavendra Ramachandra, Arjan Kuijper, Pengcheng Fang, Chao Zhang, Fei Wang, David Montero, Naiara Aginako, Basilio Sierra, Marcos Nieto, Mustafa Ekrem Erakin, Ugur Demir, Hazim Kemal Ekenel, Asaki Kataoka, Kohei Ichikawa, Shizuma Kubo, Jie Zhang, Mingjie He, Dan Han, Shiguang Shan, Klemen Grm, Vitomir Struc, Sachith Seneviratne, Nuran Kasthuriarachchi, Sanka Rasnayaka, Pedro C. Neto, Ana Filipa Sequeira, João Ribeiro Pinto, Mohsen Saffari, Jaime S. Cardoso:
MFR 2021: Masked Face Recognition Competition. IJCB 2021: 1-10 - [c57]Itsaso Rodríguez-Moreno, José María Martínez-Otzeta, Izaro Goienetxea, Basilio Sierra:
Sign Language Recognition by Means of Common Spatial Patterns. ICMLSC 2021: 96-102 - [i4]David Montero, Naiara Aginako, Basilio Sierra, Marcos Nieto:
Efficient Large-Scale Face Clustering Using an Online Mixture of Gaussians. CoRR abs/2103.17272 (2021) - [i3]Fadi Boutros, Naser Damer, Jan Niklas Kolf, Kiran B. Raja, Florian Kirchbuchner, Raghavendra Ramachandra, Arjan Kuijper, Pengcheng Fang, Chao Zhang, Fei Wang, David Montero, Naiara Aginako, Basilio Sierra, Marcos Nieto, Mustafa Ekrem Erakin, Ugur Demir, Hazim Kemal Ekenel, Asaki Kataoka, Kohei Ichikawa, Shizuma Kubo, Jie Zhang, Mingjie He, Dan Han, Shiguang Shan, Klemen Grm, Vitomir Struc, Sachith Seneviratne, Nuran Kasthuriaarachchi, Sanka Rasnayaka, Pedro C. Neto, Ana Filipa Sequeira, João Ribeiro Pinto, Mohsen Saffari, Jaime S. Cardoso:
MFR 2021: Masked Face Recognition Competition. CoRR abs/2106.15288 (2021) - [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
- [j53]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) - [j52]Kerman López de Calle-Etxabe, Cristobal Ruiz-Carcel, Andrew Starr, Susana Ferreiro, Aitor Arnaiz, Meritxell Gómez-Omella, Basilio Sierra:
Hybrid modelling for linear actuator diagnosis in absence of faulty data records. Comput. Ind. 123: 103339 (2020) - [j51]Itsaso Rodríguez-Moreno, José María Martínez-Otzeta, Izaro Goienetxea, Igor Rodriguez Rodriguez, Basilio Sierra:
Shedding Light on People Action Recognition in Social Robotics by Means of Common Spatial Patterns. Sensors 20(8): 2436 (2020) - [j50]Gabriela Calvario, Teresa E. Alarcón, Oscar S. Dalmau, Basilio Sierra, Carmen Hernández:
An Agave Counting Methodology Based on Mathematical Morphology and Images Acquired through Unmanned Aerial Vehicles. Sensors 20(21): 6247 (2020) - [j49]Patxi Ortego, Alberto Diez-Olivan, Javier Del Ser, Fernando Veiga, Mariluz Penalva, Basilio Sierra:
Evolutionary LSTM-FCN networks for pattern classification in industrial processes. Swarm Evol. Comput. 54: 100650 (2020) - [c56]Patxi Ortego, Alberto Diez-Olivan, Javier Del Ser, Basilio Sierra:
Data Augmentation for Industrial Prognosis Using Generative Adversarial Networks. IDEAL (2) 2020: 113-122 - [p5]Loreto Susperregi, Ane Fernandez, Jorge Molina, Ander Iriondo, Basilio Sierra, Elena Lazkano, José María Martínez-Otzeta, Mikel Altuna, Leire Zubia, Unai Bautista:
RSAII: Flexible Robotized Unitary Picking in Collaborative Environments for Order Preparation in Distribution Centers. EuRoC 2020: 129-151 - [d1]David Velásquez, Alejandro Sánchez, Sebastián Sarmiento, Camilo Velásquez, Mauricio Toro, Edwin Montoya, Mikel Maiza, Basilio Sierra, Helmuth Trefftz:
Coffee Leaf Rust Dataset. IEEE DataPort, 2020
- [i1]Ibon Merino, Jon Azpiazu, Anthony Remazeilles, Basilio Sierra:
2D Image Features Detector And Descriptor Selection Expert System. CoRR abs/2006.02933 (2020)
2010 – 2019
- 2019
- [j48]Izaro Goienetxea, Iñigo Mendialdua, Igor Rodriguez Rodriguez, Basilio Sierra:
Statistics-Based Music Generation Approach Considering Both Rhythm and Melody Coherence. IEEE Access 7: 183365-183382 (2019) - [j47]Alberto Diez-Olivan, Xavier Averós, Ricardo Sanz, Basilio Sierra, Inma Estevez:
Quantile regression forests-based modeling and environmental indicators for decision support in broiler farming. Comput. Electron. Agric. 161: 141-150 (2019) - [j46]Kerman López de Calle, Susana Ferreiro, Aitor Arnaiz, Basilio Sierra:
Dynamic condition monitoring method based on dimensionality reduction techniques for data-limited industrial environments. Comput. Ind. 112 (2019) - [j45]Alberto Diez-Olivan, Javier Del Ser, Diego Galar, Basilio Sierra:
Data fusion and machine learning for industrial prognosis: Trends and perspectives towards Industry 4.0. Inf. Fusion 50: 92-111 (2019) - [j44]Itsaso Rodríguez-Moreno, José María Martínez-Otzeta, Basilio Sierra, Igor Rodriguez Rodriguez, Ekaitz Jauregi:
Video Activity Recognition: State-of-the-Art. Sensors 19(14): 3160 (2019) - [j43]Jose Luis Outón, Ivan Villaverde, Héctor Herrero, Urko Esnaola, Basilio Sierra:
Innovative Mobile Manipulator Solution for Modern Flexible Manufacturing Processes. Sensors 19(24): 5414 (2019) - [j42]Alberto Diez-Olivan, José A. Pagán, Ricardo Sanz, Basilio Sierra:
Deep evolutionary modeling of condition monitoring data in marine propulsion systems. Soft Comput. 23(20): 9937-9953 (2019) - [j41]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
- [j40]Gabriela Calvario, Oscar Dalmau Cedeño, Teresa E. Alarcón, Basilio Sierra, Carmen Hernández:
Selection and Fusion of Spectral Indices to Improve Water Body Discrimination. IEEE Access 6: 72952-72961 (2018) - [c55]Izaro Goienetxea, Iñigo Mendialdua, Basilio Sierra:
On the Use of Matrix Based Representation to Deal with Automatic Composer Recognition. Australasian Conference on Artificial Intelligence 2018: 531-536 - [c54]Eduardo Gilabert, Egoitz Konde, Aitor Arnaiz, Basilio Sierra:
A Hybrid Optimization Algorithm for Standardization of Maintenance Plans. IDC 2018: 135-144 - [c53]Alberto Jimenez Cortadi, Fernando Boto, Itziar Irigoien, Basilio Sierra, Germán Rodríguez:
Time Series Forecasting in Turning Processes Using ARIMA Model. IDC 2018: 157-166 - [c52]Mikel Labayen Esnaola, Naiara Aginako Bengoa, Basilio Sierra Araujo, Igor G. Olaizola, Julián Flórez:
Machine Learning for Video Action Recognition: A Computer Vision Approach. SITIS 2018: 683-690 - 2017
- [j39]Alberto Diez-Olivan, José A. Pagán, Ricardo Sanz, Basilio Sierra:
Data-driven prognostics using a combination of constrained K-means clustering, fuzzy modeling and LOF-based score. Neurocomputing 241: 97-107 (2017) - [j38]Naiara Aginako, Modesto Castrillón Santana, Javier Lorenzo-Navarro, José María Martínez-Otzeta, Basilio Sierra:
Periocular and iris local descriptors for identity verification in mobile applications. Pattern Recognit. Lett. 91: 52-59 (2017) - [j37]Naiara Aginako, Goretti Echegaray, José María Martínez-Otzeta, Igor Rodriguez Rodriguez, Elena Lazkano, Basilio Sierra:
Iris matching by means of Machine Learning paradigms: A new approach to dissimilarity computation. Pattern Recognit. Lett. 91: 60-64 (2017) - [j36]Gabriela Calvario, Basilio Sierra, Teresa E. Alarcón, Carmen Hernández, Oscar Dalmau Cedeño:
A Multi-Disciplinary Approach to Remote Sensing through Low-Cost UAVs. Sensors 17(6): 1411 (2017) - [c51]Aitzol Astigarraga, José María Martínez-Otzeta, Igor Rodriguez Rodriguez, Basilio Sierra, Elena Lazkano:
Poet's Little Helper: A methodology for computer-based poetry generation. A case study for the Basque language. CC-NLG@INLG 2017: 2-10 - [c50]Iraide Zipitria, Basilio Sierra, Imanol Sopena-Garaikoetxea:
Emotion in Deceptive Language. CogSci 2017 - [c49]Alberto Diez-Olivan, Mariluz Penalva, Fernando Veiga, Lutz Deitert, Ricardo Sanz, Basilio Sierra:
Kernel Density-Based Pattern Classification in Blind Fasteners Installation. HAIS 2017: 195-206 - [c48]Igor Rodriguez Rodriguez, José María Martínez-Otzeta, Elena Lazkano, Txelo Ruiz-Vazquez, Basilio Sierra:
On how self-body awareness improves autonomy in social robots. ROBIO 2017: 1688-1693 - [c47]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 - [c46]Aitzol Astigarraga, José María Martínez-Otzeta, Igor Rodriguez Rodriguez, Basilio Sierra, Elena Lazkano:
Emotional Poetry Generation. SPECOM 2017: 332-342 - [c45]Aitzol Astigarraga, José María Martínez-Otzeta, Igor Rodriguez Rodriguez, Basilio Sierra, Elena Lazkano:
Markov Text Generator for Basque Poetry. TSD 2017: 228-236 - 2016
- [j35]Iñigo Mendialdua, Goretti Echegaray, Igor Rodriguez Rodriguez, Elena Lazkano, Basilio Sierra:
Undirected cyclic graph based multiclass pair-wise classifier: Classifier number reduction maintaining accuracy. Neurocomputing 171: 1576-1590 (2016) - [j34]Aitor Álvarez, Basilio Sierra, Andoni Arruti, Juan Miguel López Gil, Nestor Garay-Vitoria:
Classifier Subset Selection for the Stacked Generalization Method Applied to Emotion Recognition in Speech. Sensors 16(1): 21 (2016) - [c44]Naiara Aginako, José María Martínez-Otzeta, Basilio Sierra, Modesto Castrillón Santana, Javier Lorenzo-Navarro:
Local descriptors fusion for mobile iris verification. ICPR 2016: 165-169 - [c43]Naiara Aginako, José María Martínez-Otzeta, Igor Rodriguez Rodriguez, Elena Lazkano, Basilio Sierra:
Machine Learning approach to dissimilarity computation: Iris matching. ICPR 2016: 170-175 - 2015
- [j33]Ana Zelaia, Olatz Arregi, Basilio Sierra:
Combining Singular Value Decomposition and a multi-classifier: A new approach to support coreference resolution. Eng. Appl. Artif. Intell. 46: 279-286 (2015) - [j32]Iñigo Mendialdua, Andoni Arruti, Ekaitz Jauregi, Elena Lazkano, Basilio Sierra:
Classifier Subset Selection to construct multi-classifiers by means of estimation of distribution algorithms. Neurocomputing 157: 46-60 (2015) - [j31]Iñigo Mendialdua, José María Martínez-Otzeta, Igor Rodriguez Rodriguez, Txelo Ruiz-Vazquez, Basilio Sierra:
Dynamic selection of the best base classifier in One versus One. Knowl. Based Syst. 85: 298-306 (2015) - [j30]Aitor Ibarguren, Iñaki Maurtua, Miguel Angel Pérez, Basilio Sierra:
Multiple target tracking based on particle filtering for safety in industrial robotic cells. Robotics Auton. Syst. 72: 105-113 (2015) - [c42]Ana Zelaia, Olatz Arregi, Basilio Sierra:
A Multi-classifier Approach to support Coreference Resolution in a Vector Space Model. VS@HLT-NAACL 2015: 17-24 - 2014
- [j29]Andoni Arruti, Iñigo Mendialdua, Basilio Sierra, Elena Lazkano, Ekaitz Jauregi:
New One VersusAllOne method: NOV@. Expert Syst. Appl. 41(14): 6251-6260 (2014) - [j28]Igor G. Olaizola, Marco Quartulli, Julián Flórez, Basilio Sierra:
Trace Transform Based Method for Color Image Domain Identification. IEEE Trans. Multim. 16(3): 679-685 (2014) - [c41]Naiara Aginako, Javier Lozano, Marco Quartulli, Basilio Sierra, Igor G. Olaizola:
Identification of plant species on large botanical image datasets. EMR@ICMR 2014: 38-44 - 2013
- [j27]Loreto Susperregi, Andoni Arruti, Ekaitz Jauregi, Basilio Sierra, José María Martínez-Otzeta, Elena Lazkano, Ander Ansuategui:
Fusing multiple image transformations and a thermal sensor with kinect to improve person detection ability. Eng. Appl. Artif. Intell. 26(8): 1980-1991 (2013) - [j26]Loreto Susperregi, Basilio Sierra, Modesto Castrillón Santana, Javier Lorenzo, José María Martínez-Otzeta, Elena Lazkano:
On the Use of a Low-Cost Thermal Sensor to Improve Kinect People Detection in a Mobile Robot. Sensors 13(11): 14687-14713 (2013) - [c40]Aitzol Astigarraga, Manex Agirrezabal, Elena Lazkano, Ekaitz Jauregi, Basilio Sierra:
Bertsobot: The first minstrel robot. HSI 2013: 129-136 - [c39]Loreto Susperregi, Ekaitz Jauregi, Basilio Sierra, José María Martínez-Otzeta, Elena Lazkano, Ander Ansuategi:
Thermal and 3D Kinect Sensor Fusion for Robust People Detection using Evolutionary Selection of Supervised Classifiers. ICINCO (2) 2013: 102-110 - [c38]Igor G. Olaizola, Iñigo Barandiaran, Basilio Sierra, Manuel Graña:
DITEC - Experimental Analysis of an Image Characterization Method based on the Trace Transform. VISAPP (1) 2013: 344-352 - 2012
- [j25]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) - [j24]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) - [j23]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) - [c37]Iraide Zipitria, Basilio Sierra, Ana Arruarte Lasa, Jon A. Elorriaga:
Cohesion Grading Decisions in a Summary Evaluation Environment: A Machine Learning Approach. CogSci 2012 - [c36]Loreto Susperregi, Basilio Sierra, José María Martínez-Otzeta, Elena Lazkano, Ander Ansuategui:
A Layered Learning Approach to 3D Multimodal People Detection Using Low-Cost Sensors in a Mobile Robot. ISAmI 2012: 27-33 - [c35]Iñigo Mendialdua, Noelia Oses, Basilio Sierra, Elena Lazkano:
Positive Predictive Value based dynamic K-Nearest Neighbor. KES 2012: 59-68 - 2011
- [j22]Ana Zelaia, Iñaki Alegria, Olatz Arregi, Basilio Sierra:
A multiclass/multilabel document categorization system: Combining multiple classifiers in a reduced dimension. Appl. Soft Comput. 11(8): 4981-4990 (2011) - [j21]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) - [j20]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) - [j19]Fadi Dornaika, Elena Lazkano, Basilio Sierra:
Improving dynamic facial expression recognition with feature subset selection. Pattern Recognit. Lett. 32(5): 740-748 (2011) - [j18]Ekaitz Jauregi, Itziar Irigoien, Basilio Sierra, Elena Lazkano, Concepción Arenas:
Loop-closing: A typicality approach. Robotics Auton. Syst. 59(3-4): 218-227 (2011) - 2010
- [j17]Aitor Ibarguren, Iñaki Maurtua, Basilio Sierra:
Layered Architecture for Real-Time Sign Recognition. Comput. J. 53(8): 1169-1183 (2010) - [j16]Aitor Ibarguren, Iñaki Maurtua, Basilio Sierra:
Layered architecture for real time sign recognition: Hand gesture and movement. Eng. Appl. Artif. Intell. 23(7): 1216-1228 (2010) - [j15]Olatz Arregi, Klara Ceberio, Arantza Díaz de Ilarraza, Iakes Goenaga, Basilio Sierra, Ana Zelaia:
Determination of Features for a Machine Learning Approach to Pronominal Anaphora Resolution in Basque. Proces. del Leng. Natural 45: 291-294 (2010) - [c34]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 - [c33]Ana Zelaia Jauregi, Basilio Sierra, Olatz Arregi Uriarte, Klara Ceberio, Arantza Díaz de Ilarraza, Iakes Goenaga:
A Combination of Classifiers for the Pronominal Anaphora Resolution in Basque. CIARP 2010: 253-260 - [c32]Olatz Arregi, Klara Ceberio, Arantza Díaz de Ilarraza Sánchez, Iakes Goenaga, Basilio Sierra, Ana Zelaia:
A First Machine Learning Approach to Pronominal Anaphora Resolution in Basque. IBERAMIA 2010: 234-243
2000 – 2009
- 2009
- [j14]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) - [c31]Ana Zelaia, Iñaki Alegria, Olatz Arregi, Ana Arruarte Lasa, Arantza Díaz de Ilarraza Sánchez, Jon A. Elorriaga, Basilio Sierra:
Exploring Basque Document Categorization for Educational Purposes using LSI. CSEDU (1) 2009: 5-10 - [c30]Susana Ferreiro, Ramón Arana, Gotzone Aizpurua, Gorka Aramendi, Aitor Arnaiz, Basilio Sierra:
Data Mining for Burr Detection (in the Drilling Process). IWANN (2) 2009: 1264-1273 - [c29]Ana Zelaia, Olatz Arregi, Basilio Sierra:
A Multiclassifier based Approach for Word Sense Disambiguation using Singular Value Decomposition. IWCS 2009: 248-259 - 2008
- [c28]Oscar Mena, Luis Unzueta, Basilio Sierra, Luis M. Matey:
Temporal Nearest End-Effectors for Real-Time Full-Body Human Actions Recognition. AMDO 2008: 269-278 - [c27]Luis Unzueta, Oscar Mena, Basilio Sierra, Angel Suescun Cruces:
Kinetic Pseudo-energy History for Human Dynamic Gestures Recognition. AMDO 2008: 390-399 - [c26]José María Martínez-Otzeta, Basilio Sierra, Elena Lazkano, Ekaitz Jauregi, Y. Yurramendi:
Analyzing Classifier Hierarchy Multiclassifier Learning. CIARP 2008: 775-782 - [c25]Ekaitz Jauregi, Elena Lazkano, José María Martínez-Otzeta, Basilio Sierra:
Visual Approaches for Handle Recognition. EUROS 2008: 313-322 - 2007
- [j13]Elena Lazkano, Basilio Sierra, Aitzol Astigarraga, José María Martínez-Otzeta:
On the use of Bayesian Networks to develop behaviours for mobile robots. Robotics Auton. Syst. 55(3): 253-265 (2007) - [c24]José Daniel Gómez de Segura, Rosa Peral, Sara Sillaurren, Estíbaliz Garrote, Basilio Sierra:
Using Virtual Reality for Gesture and Vocal Interface Validation in Industrial Environments. ICAT 2007: 294-295 - [c23]Aitor Álvarez, Idoia Cearreta, Juan Miguel López, Andoni Arruti, Elena Lazkano, Basilio Sierra, Nestor Garay:
Application of Feature Subset Selection Based on Evolutionary Algorithms for Automatic Emotion Recognition in Speech. NOLISP 2007: 273-281 - [c22]Ekaitz Jauregi, José María Martínez-Otzeta, Basilio Sierra, Elena Lazkano:
Tartalo: the door knocker robot. ROBIO 2007: 1114-1120 - [c21]Ana Zelaia Jauregi, Olatz Arregi Uriarte, Basilio Sierra:
UBC-ZAS: A k-NN based Multiclassifier System to perform WSD in a Reduced Dimensional Vector Space. SemEval@ACL 2007: 358-361 - [c20]Aitor Álvarez, Idoia Cearreta, Juan Miguel López, Andoni Arruti, Elena Lazkano, Basilio Sierra, Nestor Garay:
A Comparison Using Different Speech Parameters in the Automatic Emotion Recognition Using Feature Subset Selection Based on Evolutionary Algorithms. TSD 2007: 423-430 - 2006
- [j12]José María Martínez-Otzeta, Basilio Sierra, Elena Lazkano, Maier Ardaiz, Ekaitz Jauregi:
Edited Naive Bayes. Inteligencia Artif. 10(31): 63-70 (2006) - [j11]José María Martínez-Otzeta, Basilio Sierra, Elena Lazkano, Aitzol Astigarraga:
Classifier hierarchy learning by means of genetic algorithms. Pattern Recognit. Lett. 27(16): 1998-2004 (2006) - [c19]José María Martínez-Otzeta, Basilio Sierra, Elena Lazkano, Ekaitz Jauregi:
On a Unified Framework for Sampling With and Without Replacement in Decision Tree Ensembles. AIMSA 2006: 118-127 - [c18]Ana Zelaia, Iñaki Alegria, Olatz Arregi, Basilio Sierra:
A Multiclassifier based Document Categorization System: profiting from the Singular Value Decomposition Dimensionality Reduction Technique. Learning Structured Information@EACL 2006 - [c17]Aitor Álvarez, Idoia Cearreta, Juan Miguel López, Andoni Arruti, Elena Lazkano, Basilio Sierra, Nestor Garay:
Feature Subset Selection Based on Evolutionary Algorithms for Automatic Emotion Recognition in Spoken Spanish and Standard Basque Language. TSD 2006: 565-572 - [c16]Elena Lazkano, Aitzol Astigarraga, Ekaitz Jauregi, Basilio Sierra, José María Martínez-Otzeta:
Environment Representation by Behavior Decomposition. Workshop de Agentes Físicos 2006: 101-108 - [p4]José María Martínez-Otzeta, Basilio Sierra, Elena Lazkano, Aitzol Astigarraga:
K Nearest Neighbor Edition to Guide Classification Tree Learning: Motivation and Experimental Results. Selected Papers from AusDM 2006: 53-63 - 2005
- [c15]José María Martínez-Otzeta, Basilio Sierra, Elena Lazkano:
Image Analysis and Automatic Surface Identification by a Bi-level Multi-classifier. BVAI 2005: 467-476 - [c14]Maier Ardaiz, Aitzol Astigarraga, Elena Lazkano, Basilio Sierra, José María Martínez-Otzeta, Ekaitz Jauregi:
Adapting the Point of View for Behavior-Based Navigation. CAEPIA 2005: 69-78 - 2004
- [j10]Txomin Romero, Pedro Larrañaga, Basilio Sierra:
Learning Bayesian Networks In The Space Of Orderings With Estimation Of Distribution Algorithms. Int. J. Pattern Recognit. Artif. Intell. 18(4): 607-625 (2004) - [j9]Rosa Blanco, Pedro Larrañaga, Iñaki Inza, Basilio Sierra:
Gene Selection For Cancer Classification Using Wrapper Approaches. Int. J. Pattern Recognit. Artif. Intell. 18(8): 1373-1390 (2004) - [c13]Basilio Sierra, Elena Lazkano, José María Martínez-Otzeta, Aitzol Astigarraga:
Combining Bayesian Networks, k Nearest Neighbours Algorithm and Attribute Selection for Gene Expression Data Analysis. Australian Conference on Artificial Intelligence 2004: 86-97 - [c12]Elena Lazkano, Aitzol Astigarraga, Basilio Sierra, José María Martínez-Otzeta, Iñaki Rañó:
Natural Landmark Based Navigation. Australian Conference on Artificial Intelligence 2004: 742-753 - [c11]Julio Abascal, Elena Lazkano, Basilio Sierra:
Behavior-Based Indoor Navigation. Ambient Intelligence for Scientific Discovery 2004: 263-285 - [c10]José María Martínez-Otzeta, Basilio Sierra:
Analysis of the Iterated Probabilistic Weighted K Nearest Neighbor Method, a new Distance-Based Algorithm. ICEIS (2) 2004: 233-240 - 2003
- [c9]Elena Lazkano, Basilio Sierra:
BAYES-NEAREST: A New Hybrid Classifier Combining Bayesian Network and Distance Based Algorithms. EPIA 2003: 171-183 - 2002
- [j8]Iñaki Inza, Basilio Sierra, Rosa Blanco:
Gene selection by sequential search wrapper approaches in microarray cancer class prediction. J. Intell. Fuzzy Syst. 12(1): 25-33 (2002) - [j7]Iñaki Monasterio, Elena Lazkano, Iñaki Rañó, Basilio Sierra:
Learning to traverse doors using visual information. Math. Comput. Simul. 60(3-5): 347-356 (2002) - [p3]Iñaki Inza, Pedro Larrañaga, Basilio Sierra:
Feature Subset Selection by Estimation of Distribution Algorithms. Estimation of Distribution Algorithms 2002: 269-293 - [p2]Iñaki Inza, Pedro Larrañaga, Basilio Sierra:
Feature Weighting for Nearest Neighbor by Estimation of Distribution Algorithms. Estimation of Distribution Algorithms 2002: 295-311 - [p1]Basilio Sierra, E. A. Jiménez, Iñaki Inza, Pedro Larrañaga, J. Muruzábal:
Rule Induction by Estimation of Distribution Algorithms. Estimation of Distribution Algorithms 2002: 313-322 - 2001
- [j6]Basilio Sierra, Nicolás Serrano, Pedro Larrañaga, Eliseo J. Plasencia, Iñaki Inza, Juan José Jiménez, Pedro Revuelta, María Luisa Mora:
Using Bayesian networks in the construction of a bi-level multi-classifier. A case study using intensive care unit patients data. Artif. Intell. Medicine 22(3): 233-248 (2001) - [j5]Iñaki Inza, Marisa Merino, Pedro Larrañaga, Jorge Quiroga, Basilio Sierra, Marcos Girala:
Feature subset selection by genetic algorithms and estimation of distribution algorithms - A case study in the survival of cirrhotic patients treated with TIPS. Artif. Intell. Medicine 23(2): 187-205 (2001) - [j4]Iñaki Inza, Pedro Larrañaga, Basilio Sierra:
Feature subset selection by Bayesian networks: a comparison with genetic and sequential algorithms. Int. J. Approx. Reason. 27(2): 143-164 (2001) - [c8]Basilio Sierra, Elena Lazkano, Iñaki Inza, Marisa Merino, Pedro Larrañaga, Jorge Quiroga:
Prototype Selection and Feature Subset Selection by Estimation of Distribution Algorithms. A Case Study in the Survival of Cirrhotic Patients Treated with TIPS. AIME 2001: 20-29 - [c7]Basilio Sierra, Iñaki Rañó, Elena Lazkano, Unai Gisasola:
Machine Learning Approaches for Image Analysis: Recognition of Hand Orders by a Mobile Robot. ICEIS (1) 2001: 330-335 - [c6]Basilio Sierra, Iñaki Inza, Pedro Larrañaga:
On Applying Supervised Classification Techniques in Medicine. ISMDA 2001: 14-19 - 2000
- [j3]Iñaki Inza, Pedro Larrañaga, Ramon Etxeberria, Basilio Sierra:
Feature Subset Selection by Bayesian network-based optimization. Artif. Intell. 123(1-2): 157-184 (2000) - [c5]Basilio Sierra, Iñaki Inza, Pedro Larrañaga:
Medical Bayes Networks. ISMDA 2000: 4-14 - [c4]Iñaki Inza, Marisa Merino, Pedro Larrañaga, Jorge Quiroga, Basilio Sierra, Marcos Girala:
Feature Subset Selection Using Probabilistic Tree Structures. A Case Study in the Survival of Cirrhotic Patients Treated with TIPS. ISMDA 2000: 97-110
1990 – 1999
- 1999
- [j2]Iñaki Inza, Pedro Larrañaga, Basilio Sierra, Ramon Etxeberria, José Antonio Lozano, José M. Peña:
Representing the behaviour of supervised classification learning algorithms by Bayesian networks. Pattern Recognit. Lett. 20(11-13): 1201-1209 (1999) - [c3]Basilio Sierra, Nicolás Serrano, Pedro Larrañaga, Eliseo J. Plasencia, Iñaki Inza, Juan José Jiménez, Jose María De la Rosa, María Luisa Mora:
Machine Learning Inspired Approaches to Combine Standard Medical Measures at an Intensive Care Unit. AIMDM 1999: 366-371 - 1998
- [j1]Basilio Sierra, Pedro Larrañaga:
Predicting survival in malignant skin melanoma using Bayesian networks automatically induced by genetic algorithms. An empirical comparison between different approaches. Artif. Intell. Medicine 14(1-2): 215-230 (1998) - 1997
- [c2]Pedro Larrañaga, Basilio Sierra, Miren J. Gallego, Maria J. Michelena, Juan M. Picaza:
Learning Bayesisan Networks by Genetic Algorithms: A Case Study in the Prediction of Survival in Malignant Skin Melanoma. AIME 1997: 261-272 - [c1]Pedro Larrañaga, Miren J. Gallego, Basilio Sierra, L. Urkola, Maria J. Michelena:
Bayesian Networks, Rule Induction and Logistic Regression in the Prediction of the Survival of Women Suffering from Breast Cancer. EPIA 1997: 303-308
Coauthor Index
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