| 2022 | ICPRAM | An Open-source Library for Processing of 3D Data from Indoor Scenes. | Jos Mara Martnez-Otzeta, Iigo Mendialdua, Itsaso Rodrguez-Moreno, Igor Rodriguez Rodriguez, Basilio Sierra |
| 2022 | ICPRAM | Towards an Interpretable Spanish Sign Language Recognizer. | Itsaso Rodrguez-Moreno, Jos Mara Martnez-Otzeta, Izaro Goienetxea, Basilio Sierra |
| 2020 | IDEAL | Data Augmentation for Industrial Prognosis Using Generative Adversarial Networks. | Patxi Ortego, Alberto Diez-Olivan, Javier Del Ser, Basilio Sierra |
| 2018 | IDC | Time Series Forecasting in Turning Processes Using ARIMA Model. | Alberto Jimenez Cortadi, Fernando Boto, Itziar Irigoien, Basilio Sierra, Germn Rodrguez |
| 2018 | IDC | A Hybrid Optimization Algorithm for Standardization of Maintenance Plans. | Eduardo Gilabert, Egoitz Konde, Aitor Arnaiz, Basilio Sierra |
| 2017 | CogSci | Emotion in Deceptive Language. | Iraide Zipitria, Basilio Sierra, Imanol Sopena-Garaikoetxea |
| 2017 | HAIS | Kernel Density-Based Pattern Classification in Blind Fasteners Installation. | Alberto Diez-Olivan, Mariluz Penalva, Fernando Veiga, Lutz Deitert, Ricardo Sanz, Basilio Sierra |
| 2016 | ICPR | Machine Learning approach to dissimilarity computation: Iris matching. | Naiara Aginako, Jos Mara Martnez-Otzeta, Igor Rodriguez Rodriguez, Elena Lazkano, Basilio Sierra |
| 2016 | ICPR | Local descriptors fusion for mobile iris verification. | Naiara Aginako, Jos Mara Martnez-Otzeta, Basilio Sierra, Modesto Castrilln-Santana, Javier Lorenzo-Navarro |
| 2015 | NAACL | A Multi-classifier Approach to support Coreference Resolution in a Vector Space Model. | Ana Zelaia, Olatz Arregi, Basilio Sierra |
| 2013 | HSI | Bertsobot: The first minstrel robot. | Aitzol Astigarraga, Manex Agirrezabal, Elena Lazkano, Ekaitz Jauregi, Basilio Sierra |
| 2013 | ICINCO | Thermal and 3D Kinect Sensor Fusion for Robust People Detection using Evolutionary Selection of Supervised Classifiers. | Loreto Susperregi, Ekaitz Jauregi, Basilio Sierra, Jos Mara Martnez-Otzeta, Elena Lazkano, Ander Ansuategi |
| 2012 | CogSci | Cohesion Grading Decisions in a Summary Evaluation Environment: A Machine Learning Approach. | Iraide Zipitria, Basilio Sierra, Ana Arruarte Lasa, Jon A. Elorriaga |
| 2012 | KES | Positive Predictive Value based dynamic K-Nearest Neighbor. | Iigo Mendialdua, Noelia Oses, Basilio Sierra, Elena Lazkano |
| 2010 | ADMA | Surrounding Influenced K-Nearest Neighbors: A New Distance Based Classifier. | Iigo Mendialdua, Basilio Sierra, Elena Lazkano, Itziar Irigoien, Ekaitz Jauregi |
| 2010 | CIARP | A Combination of Classifiers for the Pronominal Anaphora Resolution in Basque. | Ana Zelaia Jauregi, Basilio Sierra, Olatz Arregi Uriarte, Klara Ceberio, Arantza Daz de Ilarraza, Iakes Goenaga |
| 2009 | CSEDU | Exploring Basque Document Categorization for Educational Purposes using LSI. | Ana Zelaia, Iaki Alegria, Olatz Arregi, Ana Arruarte Lasa, Arantza Daz de Ilarraza Snchez, Jon A. Elorriaga, Basilio Sierra |
| 2009 | IWANN | Data Mining for Burr Detection (in the Drilling Process). | Susana Ferreiro, Ramn Arana, Gotzone Aizpurua, Gorka Aramendi, Aitor Arnaiz, Basilio Sierra |
| 2008 | CIARP | Analyzing Classifier Hierarchy Multiclassifier Learning. | Jos Mara Martnez-Otzeta, Basilio Sierra, Elena Lazkano, Ekaitz Jauregi, Y. Yurramendi |
| 2006 | AIMSA | On a Unified Framework for Sampling With and Without Replacement in Decision Tree Ensembles. | Jos Mara Martnez-Otzeta, Basilio Sierra, Elena Lazkano, Ekaitz Jauregi |
| 2006 | EACL | A Multiclassifier based Document Categorization System: profiting from the Singular Value Decomposition Dimensionality Reduction Technique. | Ana Zelaia, Iaki Alegria, Olatz Arregi, Basilio Sierra |
| 2004 | CHI | Behavior-Based Indoor Navigation. | Julio Abascal, Elena Lazkano, Basilio Sierra |
| 2003 | EPIA | BAYES-NEAREST: A New Hybrid Classifier Combining Bayesian Network and Distance Based Algorithms. | Elena Lazkano, Basilio Sierra |
| 2001 | AIME | Prototype Selection and Feature Subset Selection by Estimation of Distribution Algorithms. A Case Study in the Survival of Cirrhotic Patients Treated with TIPS. | Basilio Sierra, Elena Lazkano, Iaki Inza, Marisa Merino, Pedro Larraaga, Jorge Quiroga |
| 1997 | AIME | Learning Bayesisan Networks by Genetic Algorithms: A Case Study in the Prediction of Survival in Malignant Skin Melanoma. | Pedro Larraaga, Basilio Sierra, Miren J. Gallego, Maria J. Michelena, Juan M. Picaza |
| 1997 | EPIA | Bayesian Networks, Rule Induction and Logistic Regression in the Prediction of the Survival of Women Suffering from Breast Cancer. | Pedro Larraaga, Miren J. Gallego, Basilio Sierra, L. Urkola, Maria J. Michelena |