Basilio Sierra
Orcid: 0000-0001-8062-9332
According to our database1,
Basilio Sierra
authored at least 142 papers
between 1997 and 2023.
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Bibliography
2023
Fuzzy classification with distance-based depth prototypes: High-dimensional unsupervised and/or supervised problems.
Appl. Soft Comput., November, 2023
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., September, 2023
Neurocomputing, July, 2023
Expert Syst. Appl., April, 2023
Semi-Automatic Validation and Verification Framework for CV&AI-Enhanced Railway Signaling and Landmark Detector.
IEEE Trans. Instrum. Meas., 2023
Rotational augmentation techniques: a new perspective on ensemble learning for image classification.
CoRR, 2023
2022
R J., December, 2022
Eng. Appl. Artif. Intell., 2022
A Hybrid Machine-Learning Ensemble for Anomaly Detection in Real-Time Industry 4.0 Systems.
IEEE Access, 2022
On the Evaluation, Management and Improvement of Data Quality in Streaming Time Series.
IEEE Access, 2022
A Hierarchical Approach for Spanish Sign Language Recognition: From Weak Classification to Robust Recognition System.
Proceedings of the Intelligent Systems and Applications, 2022
Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods, 2022
Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods, 2022
2021
Adaptive Dendritic Cell-Deep Learning Approach for Industrial Prognosis Under Changing Conditions.
IEEE Trans. Ind. Informatics, 2021
A Cyber-Physical Data Collection System Integrating Remote Sensing and Wireless Sensor Networks for Coffee Leaf Rust Diagnosis.
Sensors, 2021
3D Convolutional Neural Networks Initialized from Pretrained 2D Convolutional Neural Networks for Classification of Industrial Parts.
Sensors, 2021
Measurement Time Reduction by Means of Mathematical Modeling of Enzyme Mediated RedOx Reaction in Food Samples Biosensors.
Sensors, 2021
Problems selection under dynamic selection of the best base classifier in one versus one: PSEUDOVO.
Int. J. Mach. Learn. Cybern., 2021
CoRR, 2021
A New Approach for Video Action Recognition: CSP-Based Filtering for Video to Image Transformation.
IEEE Access, 2021
Online Student Authentication and Proctoring System Based on Multimodal Biometrics Technology.
IEEE Access, 2021
IEEE Access, 2021
IEEE Access, 2021
Proceedings of the ICMLSC '21: 2021 The 5th International Conference on Machine Learning and Soft Computing, 2021
Proceedings of the International IEEE Joint Conference on Biometrics, 2021
2020
RSAII: Flexible Robotized Unitary Picking in Collaborative Environments for Order Preparation in Distribution Centers.
Proceedings of the Bringing Innovative Robotic Technologies from Research Labs to Industrial End-users, 2020
Swarm Evol. Comput., 2020
Shedding Light on People Action Recognition in Social Robotics by Means of Common Spatial Patterns.
Sensors, 2020
An Agave Counting Methodology Based on Mathematical Morphology and Images Acquired through Unmanned Aerial Vehicles.
Sensors, 2020
Comput. Ind., 2020
BMC Bioinform., 2020
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020
2019
Deep evolutionary modeling of condition monitoring data in marine propulsion systems.
Soft Comput., 2019
Sensors, 2019
Data fusion and machine learning for industrial prognosis: Trends and perspectives towards Industry 4.0.
Inf. Fusion, 2019
Dynamic condition monitoring method based on dimensionality reduction techniques for data-limited industrial environments.
Comput. Ind., 2019
Quantile regression forests-based modeling and environmental indicators for decision support in broiler farming.
Comput. Electron. Agric., 2019
Statistics-Based Music Generation Approach Considering Both Rhythm and Melody Coherence.
IEEE Access, 2019
2018
IEEE Access, 2018
Proceedings of the 14th International Conference on Signal-Image Technology & Internet-Based Systems, 2018
Proceedings of the Intelligent Distributed Computing XII, 2018
Proceedings of the Intelligent Distributed Computing XII, 2018
On the Use of Matrix Based Representation to Deal with Automatic Composer Recognition.
Proceedings of the AI 2018: Advances in Artificial Intelligence, 2018
2017
Periocular and iris local descriptors for identity verification in mobile applications.
Pattern Recognit. Lett., 2017
Iris matching by means of Machine Learning paradigms: A new approach to dissimilarity computation.
Pattern Recognit. Lett., 2017
Data-driven prognostics using a combination of constrained K-means clustering, fuzzy modeling and LOF-based score.
Neurocomputing, 2017
Proceedings of the Text, Speech, and Dialogue - 20th International Conference, 2017
Proceedings of the Speech and Computer - 19th International Conference, 2017
Proceedings of the International Joint Conference SOCO'17-CISIS'17-ICEUTE'17, 2017
Proceedings of the 2017 IEEE International Conference on Robotics and Biomimetics, 2017
Proceedings of the Hybrid Artificial Intelligent Systems - 12th International Conference, 2017
Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017
Poet's Little Helper: A methodology for computer-based poetry generation. A case study for the Basque language.
Proceedings of the Workshop on Computational Creativity in Natural Language Generation, 2017
2016
Classifier Subset Selection for the Stacked Generalization Method Applied to Emotion Recognition in Speech.
Sensors, 2016
Undirected cyclic graph based multiclass pair-wise classifier: Classifier number reduction maintaining accuracy.
Neurocomputing, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
2015
Multiple target tracking based on particle filtering for safety in industrial robotic cells.
Robotics Auton. Syst., 2015
Knowl. Based Syst., 2015
Classifier Subset Selection to construct multi-classifiers by means of estimation of distribution algorithms.
Neurocomputing, 2015
Combining Singular Value Decomposition and a multi-classifier: A new approach to support coreference resolution.
Eng. Appl. Artif. Intell., 2015
A Multi-classifier Approach to support Coreference Resolution in a Vector Space Model.
Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing, 2015
2014
IEEE Trans. Multim., 2014
Proceedings of the 1st International Workshop on Environnmental Multimedia Retrieval co-located with ACM International Conference on Multimedia Retrieval, 2014
2013
On the Use of a Low-Cost Thermal Sensor to Improve Kinect People Detection in a Mobile Robot.
Sensors, 2013
Fusing multiple image transformations and a thermal sensor with kinect to improve person detection ability.
Eng. Appl. Artif. Intell., 2013
DITEC - Experimental Analysis of an Image Characterization Method based on the Trace Transform.
Proceedings of the VISAPP 2013, 2013
Thermal and 3D Kinect Sensor Fusion for Robust People Detection using Evolutionary Selection of Supervised Classifiers.
Proceedings of the ICINCO 2013 - Proceedings of the 10th International Conference on Informatics in Control, Automation and Robotics, Volume 2, Reykjavík, Iceland, 29, 2013
Proceedings of the 6th International Conference on Human System Interactions, 2013
2012
J. Intell. Manuf., 2012
Application of Bayesian networks in prognostics for a new Integrated Vehicle Health Management concept.
Expert Syst. Appl., 2012
ICGE: an R package for detecting relevant clusters and atypical units in gene expression.
BMC Bioinform., 2012
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012
A Layered Learning Approach to 3D Multimodal People Detection Using Low-Cost Sensors in a Mobile Robot.
Proceedings of the Ambient Intelligence - Software and Applications, 2012
Cohesion Grading Decisions in a Summary Evaluation Environment: A Machine Learning Approach.
Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012
2011
Pattern Recognit. Lett., 2011
Inf. Sci., 2011
Comput. Ind. Eng., 2011
A multiclass/multilabel document categorization system: Combining multiple classifiers in a reduced dimension.
Appl. Soft Comput., 2011
2010
Determination of Features for a Machine Learning Approach to Pronominal Anaphora Resolution in Basque.
Proces. del Leng. Natural, 2010
Eng. Appl. Artif. Intell., 2010
Proceedings of the Advances in Artificial Intelligence, 2010
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010
Proceedings of the Advanced Data Mining and Applications - 6th International Conference, 2010
2009
Histogram distance-based Bayesian Network structure learning: A supervised classification specific approach.
Decis. Support Syst., 2009
A Multiclassifier based Approach for Word Sense Disambiguation using Singular Value Decomposition.
Proceedings of the Eight International Conference on Computational Semantics, 2009
Proceedings of the Distributed Computing, 2009
Exploring Basque Document Categorization for Educational Purposes using LSI.
Proceedings of the CSEDU 2009 - Proceedings of the First International Conference on Computer Supported Education, Lisboa, Portugal, March 23-26, 2009, 2009
2008
Proceedings of the Second European Robotics Symposium 2008, 2008
Proceedings of the Progress in Pattern Recognition, 2008
Proceedings of the Articulated Motion and Deformable Objects, 5th International Conference, 2008
Proceedings of the Articulated Motion and Deformable Objects, 5th International Conference, 2008
2007
Robotics Auton. Syst., 2007
A Comparison Using Different Speech Parameters in the Automatic Emotion Recognition Using Feature Subset Selection Based on Evolutionary Algorithms.
Proceedings of the Text, Speech and Dialogue, 10th International Conference, 2007
UBC-ZAS: A k-NN based Multiclassifier System to perform WSD in a Reduced Dimensional Vector Space.
Proceedings of the 4th International Workshop on Semantic Evaluations, 2007
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2007
Application of Feature Subset Selection Based on Evolutionary Algorithms for Automatic Emotion Recognition in Speech.
Proceedings of the Advances in Nonlinear Speech Processing, 2007
Using Virtual Reality for Gesture and Vocal Interface Validation in Industrial Environments.
Proceedings of the Advances in Artificial Reality and Tele-Existence, 2007
2006
Pattern Recognit. Lett., 2006
Environment Representation by Behavior Decomposition.
Proceedings of the Actas del VII Workshop de Agentes Físicos WAF'2006, 2006
Feature Subset Selection Based on Evolutionary Algorithms for Automatic Emotion Recognition in Spoken Spanish and Standard Basque Language.
Proceedings of the Text, Speech and Dialogue, 9th International Conference, 2006
A Multiclassifier based Document Categorization System: profiting from the Singular Value Decomposition Dimensionality Reduction Technique.
Proceedings of the Workshop on Learning Structured Information in Natural Language Applications@EACL 2006, 2006
K Nearest Neighbor Edition to Guide Classification Tree Learning: Motivation and Experimental Results.
Proceedings of the Data Mining - Theory, Methodology, Techniques, and Applications, 2006
On a Unified Framework for Sampling With and Without Replacement in Decision Tree Ensembles.
Proceedings of the Artificial Intelligence: Methodology, 2006
2005
Proceedings of the Current Topics in Artificial Intelligence, 2005
Proceedings of the Brain, 2005
2004
Learning Bayesian Networks In The Space Of Orderings With Estimation Of Distribution Algorithms.
Int. J. Pattern Recognit. Artif. Intell., 2004
Int. J. Pattern Recognit. Artif. Intell., 2004
Analysis of the Iterated Probabilistic Weighted K Nearest Neighbor Method, a new Distance-Based Algorithm.
Proceedings of the ICEIS 2004, 2004
Proceedings of the Ambient Intelligence for Scientific Discovery, 2004
Combining Bayesian Networks, k Nearest Neighbours Algorithm and Attribute Selection for Gene Expression Data Analysis.
Proceedings of the AI 2004: Advances in Artificial Intelligence, 2004
Proceedings of the AI 2004: Advances in Artificial Intelligence, 2004
2003
BAYES-NEAREST: A New Hybrid Classifier Combining Bayesian Network and Distance Based Algorithms.
Proceedings of the Progress in Artificial Intelligence, 2003
2002
Gene selection by sequential search wrapper approaches in microarray cancer class prediction.
J. Intell. Fuzzy Syst., 2002
Proceedings of the Estimation of Distribution Algorithms, 2002
Proceedings of the Estimation of Distribution Algorithms, 2002
Proceedings of the Estimation of Distribution Algorithms, 2002
2001
Feature subset selection by Bayesian networks: a comparison with genetic and sequential algorithms.
Int. J. Approx. Reason., 2001
Using Bayesian networks in the construction of a bi-level multi-classifier. A case study using intensive care unit patients data.
Artif. Intell. Medicine, 2001
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, 2001
Proceedings of the Medical Data Analysis, Second International Symposium, 2001
Machine Learning Approaches for Image Analysis: Recognition of Hand Orders by a Mobile Robot.
Proceedings of the ICEIS 2001, 2001
Prototype Selection and Feature Subset Selection by Estimation of Distribution Algorithms. A Case Study in the Survival of Cirrhotic Patients Treated with TIPS.
Proceedings of the Artificial Intelligence Medicine, 2001
2000
Artif. Intell., 2000
Proceedings of the Medical Data Analysis, First International Symposium, 2000
Feature Subset Selection Using Probabilistic Tree Structures. A Case Study in the Survival of Cirrhotic Patients Treated with TIPS.
Proceedings of the Medical Data Analysis, First International Symposium, 2000
1999
Representing the behaviour of supervised classification learning algorithms by Bayesian networks.
Pattern Recognit. Lett., 1999
Machine Learning Inspired Approaches to Combine Standard Medical Measures at an Intensive Care Unit.
Proceedings of the Artificial Intelligence in Medicine. Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making, 1999
1998
Predicting survival in malignant skin melanoma using Bayesian networks automatically induced by genetic algorithms. An empirical comparison between different approaches.
Artif. Intell. Medicine, 1998
1997
Bayesian Networks, Rule Induction and Logistic Regression in the Prediction of the Survival of Women Suffering from Breast Cancer.
Proceedings of the Progress in Artificial Intelligence, 1997
Learning Bayesisan Networks by Genetic Algorithms: A Case Study in the Prediction of Survival in Malignant Skin Melanoma.
Proceedings of the Artificial Intelligence Medicine, 1997