Basilio Sierra

151 papers B 8C 5Misc 6Journal 85Unranked 42

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Exploring multi-agent reinforcement learning for unrelated parallel machine scheduling. J. Supercomput. Maria Zampella, Urtzi Otamendi, Xabier Belaunzaran, Arkaitz Artetxe, Igor G. Olaizola, Basilio Sierra, Giuseppe Longo
2025	J	`jnl`	Lynxsight: change-point detection through different distance-based common spatial patterns. J. Supercomput. Arantzazu Florez, Itsaso Rodríguez-Moreno, Ane Miren Florez-Tapia, Arkaitz Artetxe, Basilio Sierra
2025	J	`jnl`	Robot localization aided by quantum algorithms. CoRR Unai Antero, Basilio Sierra, Jon Oñativia, Alejandra Ruiz, Eneko Osaba
2025	J	`jnl`	Robot localization aided by quantum algorithms. Robotics Auton. Syst. Unai Antero, Basilio Sierra, Jon Oñativia, Alejandra Ruiz, Eneko Osaba
2024	J	`jnl`	An overactuated aerial robot based on cooperative quadrotors attached through passive universal joints: Modeling, control and 6-DoF trajectory tracking. Robotics Auton. Syst. Imanol Iriarte, Jorge Gorostiza, Iñaki Iglesias, Joseba Lasa, Hodei Calvo-Soraluze, Basilio Sierra
2024	—	`conf`	Evaluating PyBullet and Isaac Sim in the Scope of Robotics and Reinforcement Learning. ROBOT Enaitz Berrocal, Basilio Sierra, Héctor Herrero
2024	J	`jnl`	Exploring Multi-Agent Reinforcement Learning for Unrelated Parallel Machine Scheduling. CoRR Maria Zampella, Urtzi Otamendi, Xabier Belaunzaran, Arkaitz Artetxe, Igor G. Olaizola, Giuseppe Longo, Basilio Sierra
2024	J	`jnl`	Harnessing the Power of Large Language Models for Automated Code Generation and Verification. Robotics Unai Antero, Francisco Blanco, Jon Oñativia, Damien Sallé, Basilio Sierra
2024	J	`jnl`	Integrated Water Resource Management in the Segura Hydrographic Basin: An Artificial Intelligence Approach. CoRR Urtzi Otamendi, Mikel Maiza, Igor G. Olaizola, Basilio Sierra, Markel Flores, Marco Quartulli
2023	J	`jnl`	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. Arantzazu Florez, Itsaso Rodríguez-Moreno, Arkaitz Artetxe, Igor García Olaizola, Basilio Sierra
2023	J	`jnl`	Ensemble of 6 DoF Pose estimation from state-of-the-art deep methods. Neurocomputing Ibon Merino, Jon Azpiazu, Anthony Remazeilles, Basilio Sierra
2023	J	`jnl`	Fuzzy classification with distance-based depth prototypes: High-dimensional unsupervised and/or supervised problems. Appl. Soft Comput. Itziar Irigoien, Susana Ferreiro, Basilio Sierra, Concepción Arenas
2023	J	`jnl`	HAKA: HierArchical Knowledge Acquisition in a sign language tutor. Expert Syst. Appl. Itsaso Rodríguez-Moreno, José María Martínez-Otzeta, Basilio Sierra
2023	J	`jnl`	RANSAC for Robotic Applications: A Survey. Sensors José María Martínez-Otzeta, Itsaso Rodríguez-Moreno, Iñigo Mendialdua, Basilio Sierra
2023	J	`jnl`	Rotational augmentation techniques: a new perspective on ensemble learning for image classification. CoRR Unai Muñoz-Aseguinolaza, Basilio Sierra, Naiara Aginako
2023	J	`jnl`	Semi-Automatic Validation and Verification Framework for CV&AI-Enhanced Railway Signaling and Landmark Detector. IEEE Trans. Instrum. Meas. Mikel Labayen, Xabier Mendialdua, Naiara Aginako, Basilio Sierra
2022	—	`conf`	A Hierarchical Approach for Spanish Sign Language Recognition: From Weak Classification to Robust Recognition System. IntelliSys (1) Itsaso Rodríguez-Moreno, José María Martínez-Otzeta, Basilio Sierra
2022	J	`jnl`	A Hybrid Machine-Learning Ensemble for Anomaly Detection in Real-Time Industry 4.0 Systems. IEEE Access David Velásquez, Enrique Pérez, Xabier Oregui, Arkaitz Artetxe, Jorge Manteca, Jordi Escayola Mansilla, Mauricio Toro, Mikel Maiza, Basilio Sierra
2022	C	`conf`	An Open-source Library for Processing of 3D Data from Indoor Scenes. ICPRAM José María Martínez-Otzeta, Iñigo Mendialdua, Itsaso Rodríguez-Moreno, Igor Rodriguez Rodriguez, Basilio Sierra
2022	J	`jnl`	Efficient large-scale face clustering using an online Mixture of Gaussians. Eng. Appl. Artif. Intell. David Montero, Naiara Aginako, Basilio Sierra, Marcos Nieto
2022	J	`jnl`	On the Evaluation, Management and Improvement of Data Quality in Streaming Time Series. IEEE Access Meritxell Gómez-Omella, Basilio Sierra, Susana Ferreiro
2022	C	`conf`	Towards an Interpretable Spanish Sign Language Recognizer. ICPRAM Itsaso Rodríguez-Moreno, José María Martínez-Otzeta, Izaro Goienetxea, Basilio Sierra
2022	J	`jnl`	dbcsp: User-friendly R package for Distance-Based Common Spatial Patterns. R J. Itsaso Rodríguez-Moreno, Itziar Irigoien, Basilio Sierra, Concepción Arenas
2021	J	`jnl`	3D Convolutional Neural Networks Initialized from Pretrained 2D Convolutional Neural Networks for Classification of Industrial Parts. Sensors Ibon Merino, Jon Azpiazu, Anthony Remazeilles, Basilio Sierra
2021	J	`jnl`	A Cyber-Physical Data Collection System Integrating Remote Sensing and Wireless Sensor Networks for Coffee Leaf Rust Diagnosis. Sensors David Velásquez, Alejandro Sánchez, Sebastián Sarmiento, Camilo Velásquez, Mauricio Toro, Edwin Montoya, Helmuth Trefftz, Mikel Maiza, Basilio Sierra
2021	J	`jnl`	A New Approach for Video Action Recognition: CSP-Based Filtering for Video to Image Transformation. IEEE Access Itsaso Rodríguez-Moreno, José María Martínez-Otzeta, Izaro Goienetxea, Igor Rodriguez Rodriguez, Basilio Sierra
2021	J	`jnl`	Adaptive Dendritic Cell-Deep Learning Approach for Industrial Prognosis Under Changing Conditions. IEEE Trans. Ind. Informatics Alberto Diez-Olivan, Patxi Ortego, Javier Del Ser, Itziar Landa-Torres, Diego Galar, David Camacho, Basilio Sierra
2021	J	`jnl`	Efficient Large-Scale Face Clustering Using an Online Mixture of Gaussians. CoRR David Montero, Naiara Aginako, Basilio Sierra, Marcos Nieto
2021	J	`jnl`	Enhancing VTOL Multirotor Performance With a Passive Rotor Tilting Mechanism. IEEE Access Imanol Iriarte, Iñaki Iglesias, Joseba Lasa, Hodei Calvo-Soraluze, Basilio Sierra
2021	B	`conf`	MFR 2021: Masked Face Recognition Competition. IJCB 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
2021	J	`jnl`	MFR 2021: Masked Face Recognition Competition. CoRR 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
2021	J	`jnl`	Measurement Time Reduction by Means of Mathematical Modeling of Enzyme Mediated RedOx Reaction in Food Samples Biosensors. Sensors Arantzazu Florez, Elena Murga, Itziar Ortiz de Zarate, Arrate Jaureguibeitia, Arkaitz Artetxe, Basilio Sierra
2021	J	`jnl`	Online Student Authentication and Proctoring System Based on Multimodal Biometrics Technology. IEEE Access Mikel Labayen, Ricardo Vea, Julián Flórez, Naiara Aginako, Basilio Sierra
2021	J	`jnl`	Problems selection under dynamic selection of the best base classifier in one versus one: PSEUDOVO. Int. J. Mach. Learn. Cybern. Izaro Goienetxea, Iñigo Mendialdua, Igor Rodriguez Rodriguez, Basilio Sierra
2021	—	`conf`	Sign Language Recognition by Means of Common Spatial Patterns. ICMLSC Itsaso Rodríguez-Moreno, José María Martínez-Otzeta, Izaro Goienetxea, Basilio Sierra
2021	J	`jnl`	Towards Smart Data Selection From Time Series Using Statistical Methods. IEEE Access Amaia Gil, Marco Quartulli, Igor G. Olaizola, Basilio Sierra
2021	J	`jnl`	dbcsp: User-friendly R package for Distance-Based Common Spacial Patterns. CoRR Itsaso Rodríguez-Moreno, Itziar Irigoien, Basilio Sierra, Concepción Arenas
2020	J	`jnl`	2D Image Features Detector And Descriptor Selection Expert System. CoRR Ibon Merino, Jon Azpiazu, Anthony Remazeilles, Basilio Sierra
2020	J	`jnl`	An Agave Counting Methodology Based on Mathematical Morphology and Images Acquired through Unmanned Aerial Vehicles. Sensors Gabriela Calvario, Teresa E. Alarcón, Oscar S. Dalmau, Basilio Sierra, Carmen Hernández
2020	—	`conf`	Data Augmentation for Industrial Prognosis Using Generative Adversarial Networks. IDEAL (2) Patxi Ortego, Alberto Diez-Olivan, Javier Del Ser, Basilio Sierra
2020	J	`jnl`	Evolutionary LSTM-FCN networks for pattern classification in industrial processes. Swarm Evol. Comput. Patxi Ortego, Alberto Diez-Olivan, Javier Del Ser, Fernando Veiga, Mariluz Penalva, Basilio Sierra
2020	J	`jnl`	Hybrid modelling for linear actuator diagnosis in absence of faulty data records. Comput. Ind. Kerman López de Calle-Etxabe, Cristobal Ruiz-Carcel, Andrew Starr, Susana Ferreiro, Aitor Arnaiz, Meritxell Gómez-Omella, Basilio Sierra
2020	J	`jnl`	ORdensity: user-friendly R package to identify differentially expressed genes. BMC Bioinform. José María Martínez-Otzeta, Itziar Irigoien, Basilio Sierra, Concepción Arenas
2020	—	`ch.`	RSAII: Flexible Robotized Unitary Picking in Collaborative Environments for Order Preparation in Distribution Centers. EuRoC Loreto Susperregi, Ane Fernandez, Jorge Molina, Ander Iriondo, Basilio Sierra, Elena Lazkano, José María Martínez-Otzeta, Mikel Altuna, Leire Zubia, Unai Bautista
2020	J	`jnl`	Shedding Light on People Action Recognition in Social Robotics by Means of Common Spatial Patterns. Sensors Itsaso Rodríguez-Moreno, José María Martínez-Otzeta, Izaro Goienetxea, Igor Rodriguez Rodriguez, Basilio Sierra
2019	J	`jnl`	Data fusion and machine learning for industrial prognosis: Trends and perspectives towards Industry 4.0. Inf. Fusion Alberto Diez-Olivan, Javier Del Ser, Diego Galar, Basilio Sierra
2019	J	`jnl`	Deep evolutionary modeling of condition monitoring data in marine propulsion systems. Soft Comput. Alberto Diez-Olivan, José A. Pagán, Ricardo Sanz, Basilio Sierra
2019	J	`jnl`	Dynamic condition monitoring method based on dimensionality reduction techniques for data-limited industrial environments. Comput. Ind. Kerman López de Calle, Susana Ferreiro, Aitor Arnaiz, Basilio Sierra
2019	J	`jnl`	ILRA: Novelty Detection in Face-Based Intervener Re-Identification. Symmetry Pedro A. Marín-Reyes, Itziar Irigoien, Basilio Sierra, Javier Lorenzo-Navarro, Modesto Castrillón Santana, Concepción Arenas
2019	J	`jnl`	Innovative Mobile Manipulator Solution for Modern Flexible Manufacturing Processes. Sensors Jose Luis Outón, Ivan Villaverde, Héctor Herrero, Urko Esnaola, Basilio Sierra
2019	J	`jnl`	Quantile regression forests-based modeling and environmental indicators for decision support in broiler farming. Comput. Electron. Agric. Alberto Diez-Olivan, Xavier Averós, Ricardo Sanz, Basilio Sierra, Inma Estevez
2019	J	`jnl`	Statistics-Based Music Generation Approach Considering Both Rhythm and Melody Coherence. IEEE Access Izaro Goienetxea, Iñigo Mendialdua, Igor Rodriguez Rodriguez, Basilio Sierra
2019	J	`jnl`	Video Activity Recognition: State-of-the-Art. Sensors Itsaso Rodríguez-Moreno, José María Martínez-Otzeta, Basilio Sierra, Igor Rodriguez Rodriguez, Ekaitz Jauregi
2018	Misc	`conf`	A Hybrid Optimization Algorithm for Standardization of Maintenance Plans. IDC Eduardo Gilabert, Egoitz Konde, Aitor Arnaiz, Basilio Sierra
2018	—	`conf`	On the Use of Matrix Based Representation to Deal with Automatic Composer Recognition. Australasian Conference on Artificial Intelligence Izaro Goienetxea, Iñigo Mendialdua, Basilio Sierra
2018	J	`jnl`	Selection and Fusion of Spectral Indices to Improve Water Body Discrimination. IEEE Access Gabriela Calvario, Oscar Dalmau Cedeño, Teresa E. Alarcón, Basilio Sierra, Carmen Hernández
2018	Misc	`conf`	Time Series Forecasting in Turning Processes Using ARIMA Model. IDC Alberto Jimenez Cortadi, Fernando Boto, Itziar Irigoien, Basilio Sierra, Germán Rodríguez
2017	J	`jnl`	A Multi-Disciplinary Approach to Remote Sensing through Low-Cost UAVs. Sensors Gabriela Calvario, Basilio Sierra, Teresa E. Alarcón, Carmen Hernández, Oscar Dalmau Cedeño
2017	J	`jnl`	Data-driven prognostics using a combination of constrained K-means clustering, fuzzy modeling and LOF-based score. Neurocomputing Alberto Diez-Olivan, José A. Pagán, Ricardo Sanz, Basilio Sierra
2017	B	`conf`	Emotion in Deceptive Language. CogSci Iraide Zipitria, Basilio Sierra, Imanol Sopena-Garaikoetxea
2017	—	`conf`	Emotional Poetry Generation. SPECOM Aitzol Astigarraga, José María Martínez-Otzeta, Igor Rodriguez Rodriguez, Basilio Sierra, Elena Lazkano
2017	—	`conf`	Instability Detection on a Radial Turning Process for Superalloys. SOCO-CISIS-ICEUTE Alberto Jimenez Cortadi, Fernando Boto, Itziar Irigoien, Basilio Sierra, Alfredo Suárez
2017	J	`jnl`	Iris matching by means of Machine Learning paradigms: A new approach to dissimilarity computation. Pattern Recognit. Lett. Naiara Aginako, Goretti Echegaray, José María Martínez-Otzeta, Igor Rodriguez Rodriguez, Elena Lazkano, Basilio Sierra
2017	Misc	`conf`	Kernel Density-Based Pattern Classification in Blind Fasteners Installation. HAIS Alberto Diez-Olivan, Mariluz Penalva, Fernando Veiga, Lutz Deitert, Ricardo Sanz, Basilio Sierra
2017	—	`conf`	Markov Text Generator for Basque Poetry. TSD Aitzol Astigarraga, José María Martínez-Otzeta, Igor Rodriguez Rodriguez, Basilio Sierra, Elena Lazkano
2017	—	`conf`	On how self-body awareness improves autonomy in social robots. ROBIO Igor Rodriguez Rodriguez, José María Martínez-Otzeta, Elena Lazkano, Txelo Ruiz-Vazquez, Basilio Sierra
2017	J	`jnl`	Periocular and iris local descriptors for identity verification in mobile applications. Pattern Recognit. Lett. Naiara Aginako, Modesto Castrillón Santana, Javier Lorenzo-Navarro, José María Martínez-Otzeta, Basilio Sierra
2017	—	`conf`	Poet's Little Helper: A methodology for computer-based poetry generation. A case study for the Basque language. CC-NLG@INLG Aitzol Astigarraga, José María Martínez-Otzeta, Igor Rodriguez Rodriguez, Basilio Sierra, Elena Lazkano
2016	J	`jnl`	Classifier Subset Selection for the Stacked Generalization Method Applied to Emotion Recognition in Speech. Sensors Aitor Álvarez, Basilio Sierra, Andoni Arruti, Juan Miguel López Gil, Nestor Garay-Vitoria
2016	B	`conf`	Local descriptors fusion for mobile iris verification. ICPR Naiara Aginako, José María Martínez-Otzeta, Basilio Sierra, Modesto Castrillón Santana, Javier Lorenzo-Navarro
2016	B	`conf`	Machine Learning approach to dissimilarity computation: Iris matching. ICPR Naiara Aginako, José María Martínez-Otzeta, Igor Rodriguez Rodriguez, Elena Lazkano, Basilio Sierra
2016	J	`jnl`	Undirected cyclic graph based multiclass pair-wise classifier: Classifier number reduction maintaining accuracy. Neurocomputing Iñigo Mendialdua, Goretti Echegaray, Igor Rodriguez Rodriguez, Elena Lazkano, Basilio Sierra
2015	—	`conf`	A Multi-classifier Approach to support Coreference Resolution in a Vector Space Model. VS@HLT-NAACL Ana Zelaia, Olatz Arregi, Basilio Sierra
2015	J	`jnl`	Classifier Subset Selection to construct multi-classifiers by means of estimation of distribution algorithms. Neurocomputing Iñigo Mendialdua, Andoni Arruti, Ekaitz Jauregi, Elena Lazkano, Basilio Sierra
2015	J	`jnl`	Combining Singular Value Decomposition and a multi-classifier: A new approach to support coreference resolution. Eng. Appl. Artif. Intell. Ana Zelaia, Olatz Arregi, Basilio Sierra
2015	J	`jnl`	Dynamic selection of the best base classifier in One versus One. Knowl. Based Syst. Iñigo Mendialdua, José María Martínez-Otzeta, Igor Rodriguez Rodriguez, Txelo Ruiz-Vazquez, Basilio Sierra
2015	J	`jnl`	Multiple target tracking based on particle filtering for safety in industrial robotic cells. Robotics Auton. Syst. Aitor Ibarguren, Iñaki Maurtua, Miguel Angel Pérez, Basilio Sierra
2014	—	`conf`	Identification of plant species on large botanical image datasets. EMR@ICMR Naiara Aginako, Javier Lozano, Marco Quartulli, Basilio Sierra, Igor G. Olaizola
2014	J	`jnl`	New One Versus Expert Syst. Appl. Andoni Arruti, Iñigo Mendialdua, Basilio Sierra, Elena Lazkano, Ekaitz Jauregi
2014	J	`jnl`	Trace Transform Based Method for Color Image Domain Identification. IEEE Trans. Multim. Igor G. Olaizola, Marco Quartulli, Julián Flórez, Basilio Sierra
2013	C	`conf`	Bertsobot: The first minstrel robot. HSI Aitzol Astigarraga, Manex Agirrezabal, Elena Lazkano, Ekaitz Jauregi, Basilio Sierra
2013	—	`conf`	DITEC - Experimental Analysis of an Image Characterization Method based on the Trace Transform. VISAPP (1) Igor G. Olaizola, Iñigo Barandiaran, Basilio Sierra, Manuel Graña
2013	J	`jnl`	Fusing multiple image transformations and a thermal sensor with kinect to improve person detection ability. Eng. Appl. Artif. Intell. Loreto Susperregi, Andoni Arruti, Ekaitz Jauregi, Basilio Sierra, José María Martínez-Otzeta, Elena Lazkano, Ander Ansuategui
2013	J	`jnl`	On the Use of a Low-Cost Thermal Sensor to Improve Kinect People Detection in a Mobile Robot. Sensors Loreto Susperregi, Basilio Sierra, Modesto Castrillón Santana, Javier Lorenzo, José María Martínez-Otzeta, Elena Lazkano
2013	—	`conf`	Thermal and 3D Kinect Sensor Fusion for Robust People Detection using Evolutionary Selection of Supervised Classifiers. ICINCO (2) Loreto Susperregi, Ekaitz Jauregi, Basilio Sierra, José María Martínez-Otzeta, Elena Lazkano, Ander Ansuategi
2012	J	`jnl`	A Bayesian network for burr detection in the drilling process. J. Intell. Manuf. Susana Ferreiro, Basilio Sierra, Itziar Irigoien, Eneko Gorritxategi
2012	—	`conf`	A Layered Learning Approach to 3D Multimodal People Detection Using Low-Cost Sensors in a Mobile Robot. ISAmI Loreto Susperregi, Basilio Sierra, José María Martínez-Otzeta, Elena Lazkano, Ander Ansuategui
2012	J	`jnl`	Application of Bayesian networks in prognostics for a new Integrated Vehicle Health Management concept. Expert Syst. Appl. Susana Ferreiro, Aitor Arnaiz, Basilio Sierra, Itziar Irigoien
2012	B	`conf`	Cohesion Grading Decisions in a Summary Evaluation Environment: A Machine Learning Approach. CogSci Iraide Zipitria, Basilio Sierra, Ana Arruarte Lasa, Jon A. Elorriaga
2012	J	`jnl`	ICGE: an R package for detecting relevant clusters and atypical units in gene expression. BMC Bioinform. Itziar Irigoien, Basilio Sierra, Concepción Arenas
2012	B	`conf`	Positive Predictive Value based dynamic K-Nearest Neighbor. KES Iñigo Mendialdua, Noelia Oses, Basilio Sierra, Elena Lazkano
2011	J	`jnl`	A multiclass/multilabel document categorization system: Combining multiple classifiers in a reduced dimension. Appl. Soft Comput. Ana Zelaia, Iñaki Alegria, Olatz Arregi, Basilio Sierra
2011	J	`jnl`	Data mining for quality control: Burr detection in the drilling process. Comput. Ind. Eng. Susana Ferreiro, Basilio Sierra, Itziar Irigoien, Eneko Gorritxategi
2011	J	`jnl`	Improving dynamic facial expression recognition with feature subset selection. Pattern Recognit. Lett. Fadi Dornaika, Elena Lazkano, Basilio Sierra
2011	J	`jnl`	K Nearest Neighbor Equality: Giving equal chance to all existing classes. Inf. Sci. Basilio Sierra, Elena Lazkano, Itziar Irigoien, Ekaitz Jauregi, Iñigo Mendialdua
2011	J	`jnl`	Loop-closing: A typicality approach. Robotics Auton. Syst. Ekaitz Jauregi, Itziar Irigoien, Basilio Sierra, Elena Lazkano, Concepción Arenas
2010	C	`conf`	A Combination of Classifiers for the Pronominal Anaphora Resolution in Basque. CIARP Ana Zelaia Jauregi, Basilio Sierra, Olatz Arregi Uriarte, Klara Ceberio, Arantza Díaz de Ilarraza, Iakes Goenaga
2010	—	`conf`	A First Machine Learning Approach to Pronominal Anaphora Resolution in Basque. IBERAMIA Olatz Arregi, Klara Ceberio, Arantza Díaz de Ilarraza Sánchez, Iakes Goenaga, Basilio Sierra, Ana Zelaia
2010	J	`jnl`	Determination of Features for a Machine Learning Approach to Pronominal Anaphora Resolution in Basque. Proces. del Leng. Natural Olatz Arregi, Klara Ceberio, Arantza Díaz de Ilarraza, Iakes Goenaga, Basilio Sierra, Ana Zelaia
2010	J	`jnl`	Layered Architecture for Real-Time Sign Recognition. Comput. J. Aitor Ibarguren, Iñaki Maurtua, Basilio Sierra
2010	J	`jnl`	Layered architecture for real time sign recognition: Hand gesture and movement. Eng. Appl. Artif. Intell. Aitor Ibarguren, Iñaki Maurtua, Basilio Sierra
2010	—	`conf`	Surrounding Influenced K-Nearest Neighbors: A New Distance Based Classifier. ADMA (1) Iñigo Mendialdua, Basilio Sierra, Elena Lazkano, Itziar Irigoien, Ekaitz Jauregi
2009	—	`conf`	A Multiclassifier based Approach for Word Sense Disambiguation using Singular Value Decomposition. IWCS Ana Zelaia, Olatz Arregi, Basilio Sierra
2009	—	`conf`	Data Mining for Burr Detection (in the Drilling Process). IWANN (2) Susana Ferreiro, Ramón Arana, Gotzone Aizpurua, Gorka Aramendi, Aitor Arnaiz, Basilio Sierra
2009	—	`conf`	Exploring Basque Document Categorization for Educational Purposes using LSI. CSEDU (1) Ana Zelaia, Iñaki Alegria, Olatz Arregi, Ana Arruarte Lasa, Arantza Díaz de Ilarraza Sánchez, Jon A. Elorriaga, Basilio Sierra
2009	J	`jnl`	Histogram distance-based Bayesian Network structure learning: A supervised classification specific approach. Decis. Support Syst. Basilio Sierra, Elena Lazkano, Ekaitz Jauregi, Itziar Irigoien
2008	C	`conf`	Analyzing Classifier Hierarchy Multiclassifier Learning. CIARP José María Martínez-Otzeta, Basilio Sierra, Elena Lazkano, Ekaitz Jauregi, Y. Yurramendi
2008	—	`conf`	Kinetic Pseudo-energy History for Human Dynamic Gestures Recognition. AMDO Luis Unzueta, Oscar Mena, Basilio Sierra, Angel Suescun Cruces
2008	—	`conf`	Temporal Nearest End-Effectors for Real-Time Full-Body Human Actions Recognition. AMDO Oscar Mena, Luis Unzueta, Basilio Sierra, Luis M. Matey
2008	—	`conf`	Visual Approaches for Handle Recognition. EUROS Ekaitz Jauregi, Elena Lazkano, José María Martínez-Otzeta, Basilio Sierra
2007	—	`conf`	A Comparison Using Different Speech Parameters in the Automatic Emotion Recognition Using Feature Subset Selection Based on Evolutionary Algorithms. TSD Aitor Álvarez, Idoia Cearreta, Juan Miguel López, Andoni Arruti, Elena Lazkano, Basilio Sierra, Nestor Garay
2007	—	`conf`	Application of Feature Subset Selection Based on Evolutionary Algorithms for Automatic Emotion Recognition in Speech. NOLISP Aitor Álvarez, Idoia Cearreta, Juan Miguel López, Andoni Arruti, Elena Lazkano, Basilio Sierra, Nestor Garay
2007	J	`jnl`	On the use of Bayesian Networks to develop behaviours for mobile robots. Robotics Auton. Syst. Elena Lazkano, Basilio Sierra, Aitzol Astigarraga, José María Martínez-Otzeta
2007	—	`conf`	Tartalo: the door knocker robot. ROBIO Ekaitz Jauregi, José María Martínez-Otzeta, Basilio Sierra, Elena Lazkano
2007	—	`conf`	UBC-ZAS: A k-NN based Multiclassifier System to perform WSD in a Reduced Dimensional Vector Space. SemEval@ACL Ana Zelaia Jauregi, Olatz Arregi Uriarte, Basilio Sierra
2007	—	`conf`	Using Virtual Reality for Gesture and Vocal Interface Validation in Industrial Environments. ICAT José Daniel Gómez de Segura, Rosa Peral, Sara Sillaurren, Estíbaliz Garrote, Basilio Sierra
2006	—	`conf`	A Multiclassifier based Document Categorization System: profiting from the Singular Value Decomposition Dimensionality Reduction Technique. Learning Structured Information@EACL Ana Zelaia, Iñaki Alegria, Olatz Arregi, Basilio Sierra
2006	J	`jnl`	Classifier hierarchy learning by means of genetic algorithms. Pattern Recognit. Lett. José María Martínez-Otzeta, Basilio Sierra, Elena Lazkano, Aitzol Astigarraga
2006	J	`jnl`	Edited Naive Bayes. Inteligencia Artif. José María Martínez-Otzeta, Basilio Sierra, Elena Lazkano, Maier Ardaiz, Ekaitz Jauregi
2006	—	`conf`	Environment Representation by Behavior Decomposition. Workshop de Agentes Físicos Elena Lazkano, Aitzol Astigarraga, Ekaitz Jauregi, Basilio Sierra, José María Martínez-Otzeta
2006	—	`conf`	Feature Subset Selection Based on Evolutionary Algorithms for Automatic Emotion Recognition in Spoken Spanish and Standard Basque Language. TSD Aitor Álvarez, Idoia Cearreta, Juan Miguel López, Andoni Arruti, Elena Lazkano, Basilio Sierra, Nestor Garay
2006	—	`ch.`	K Nearest Neighbor Edition to Guide Classification Tree Learning: Motivation and Experimental Results. Selected Papers from AusDM José María Martínez-Otzeta, Basilio Sierra, Elena Lazkano, Aitzol Astigarraga
2006	Misc	`conf`	On a Unified Framework for Sampling With and Without Replacement in Decision Tree Ensembles. AIMSA José María Martínez-Otzeta, Basilio Sierra, Elena Lazkano, Ekaitz Jauregi
2005	—	`conf`	Adapting the Point of View for Behavior-Based Navigation. CAEPIA Maier Ardaiz, Aitzol Astigarraga, Elena Lazkano, Basilio Sierra, José María Martínez-Otzeta, Ekaitz Jauregi
2005	—	`conf`	Image Analysis and Automatic Surface Identification by a Bi-level Multi-classifier. BVAI José María Martínez-Otzeta, Basilio Sierra, Elena Lazkano
2004	—	`conf`	Analysis of the Iterated Probabilistic Weighted K Nearest Neighbor Method, a new Distance-Based Algorithm. ICEIS (2) José María Martínez-Otzeta, Basilio Sierra
2004	—	`conf`	Behavior-Based Indoor Navigation. Ambient Intelligence for Scientific Discovery Julio Abascal, Elena Lazkano, Basilio Sierra
2004	—	`conf`	Combining Bayesian Networks, k Nearest Neighbours Algorithm and Attribute Selection for Gene Expression Data Analysis. Australian Conference on Artificial Intelligence Basilio Sierra, Elena Lazkano, José María Martínez-Otzeta, Aitzol Astigarraga
2004	J	`jnl`	Gene Selection For Cancer Classification Using Wrapper Approaches. Int. J. Pattern Recognit. Artif. Intell. Rosa Blanco, Pedro Larrañaga, Iñaki Inza, Basilio Sierra
2004	J	`jnl`	Learning Bayesian Networks In The Space Of Orderings With Estimation Of Distribution Algorithms. Int. J. Pattern Recognit. Artif. Intell. Txomin Romero, Pedro Larrañaga, Basilio Sierra
2004	—	`conf`	Natural Landmark Based Navigation. Australian Conference on Artificial Intelligence Elena Lazkano, Aitzol Astigarraga, Basilio Sierra, José María Martínez-Otzeta, Iñaki Rañó
2003	Misc	`conf`	BAYES-NEAREST: A New Hybrid Classifier Combining Bayesian Network and Distance Based Algorithms. EPIA Elena Lazkano, Basilio Sierra
2002	—	`ch.`	Feature Subset Selection by Estimation of Distribution Algorithms. Estimation of Distribution Algorithms Iñaki Inza, Pedro Larrañaga, Basilio Sierra
2002	—	`ch.`	Feature Weighting for Nearest Neighbor by Estimation of Distribution Algorithms. Estimation of Distribution Algorithms Iñaki Inza, Pedro Larrañaga, Basilio Sierra
2002	J	`jnl`	Gene selection by sequential search wrapper approaches in microarray cancer class prediction. J. Intell. Fuzzy Syst. Iñaki Inza, Basilio Sierra, Rosa Blanco
2002	J	`jnl`	Learning to traverse doors using visual information. Math. Comput. Simul. Iñaki Monasterio, Elena Lazkano, Iñaki Rañó, Basilio Sierra
2002	—	`ch.`	Rule Induction by Estimation of Distribution Algorithms. Estimation of Distribution Algorithms Basilio Sierra, E. A. Jiménez, Iñaki Inza, Pedro Larrañaga, J. Muruzábal
2001	J	`jnl`	Feature subset selection by Bayesian networks: a comparison with genetic and sequential algorithms. Int. J. Approx. Reason. Iñaki Inza, Pedro Larrañaga, Basilio Sierra
2001	J	`jnl`	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 Iñaki Inza, Marisa Merino, Pedro Larrañaga, Jorge Quiroga, Basilio Sierra, Marcos Girala
2001	—	`conf`	Machine Learning Approaches for Image Analysis: Recognition of Hand Orders by a Mobile Robot. ICEIS (1) Basilio Sierra, Iñaki Rañó, Elena Lazkano, Unai Gisasola
2001	—	`conf`	On Applying Supervised Classification Techniques in Medicine. ISMDA Basilio Sierra, Iñaki Inza, Pedro Larrañaga
2001	B	`conf`	Prototype Selection and Feature Subset Selection by Estimation of Distribution Algorithms. A Case Study in the Survival of Cirrhotic Patients Treated with TIPS. AIME Basilio Sierra, Elena Lazkano, Iñaki Inza, Marisa Merino, Pedro Larrañaga, Jorge Quiroga
2001	J	`jnl`	Using Bayesian networks in the construction of a bi-level multi-classifier. A case study using intensive care unit patients data. Artif. Intell. Medicine Basilio Sierra, Nicolás Serrano, Pedro Larrañaga, Eliseo J. Plasencia, Iñaki Inza, Juan José Jiménez, Pedro Revuelta, María Luisa Mora
2000	—	`conf`	Feature Subset Selection Using Probabilistic Tree Structures. A Case Study in the Survival of Cirrhotic Patients Treated with TIPS. ISMDA Iñaki Inza, Marisa Merino, Pedro Larrañaga, Jorge Quiroga, Basilio Sierra, Marcos Girala
2000	J	`jnl`	Feature Subset Selection by Bayesian network-based optimization. Artif. Intell. Iñaki Inza, Pedro Larrañaga, Ramon Etxeberria, Basilio Sierra
2000	—	`conf`	Medical Bayes Networks. ISMDA Basilio Sierra, Iñaki Inza, Pedro Larrañaga
1999	—	`conf`	Machine Learning Inspired Approaches to Combine Standard Medical Measures at an Intensive Care Unit. AIMDM Basilio Sierra, Nicolás Serrano, Pedro Larrañaga, Eliseo J. Plasencia, Iñaki Inza, Juan José Jiménez, Jose María De la Rosa, María Luisa Mora
1999	J	`jnl`	Representing the behaviour of supervised classification learning algorithms by Bayesian networks. Pattern Recognit. Lett. Iñaki Inza, Pedro Larrañaga, Basilio Sierra, Ramon Etxeberria, José Antonio Lozano, José M. Peña
1998	J	`jnl`	Predicting survival in malignant skin melanoma using Bayesian networks automatically induced by genetic algorithms. An empirical comparison between different approaches. Artif. Intell. Medicine Basilio Sierra, Pedro Larrañaga
1997	Misc	`conf`	Bayesian Networks, Rule Induction and Logistic Regression in the Prediction of the Survival of Women Suffering from Breast Cancer. EPIA Pedro Larrañaga, Miren J. Gallego, Basilio Sierra, L. Urkola, Maria J. Michelena
1997	B	`conf`	Learning Bayesisan Networks by Genetic Algorithms: A Case Study in the Prediction of Survival in Malignant Skin Melanoma. AIME Pedro Larrañaga, Basilio Sierra, Miren J. Gallego, Maria J. Michelena, Juan M. Picaza