Mauricio Orozco-Alzate
Orcid: 0000-0002-5937-6382
According to our database1,
Mauricio Orozco-Alzate
authored at least 57 papers
between 2006 and 2023.
Collaborative distances:
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Bibliography
2023
Identifying Acoustic Features to Distinguish Highly and Moderately Altered Soundscapes in Colombia.
Inteligencia Artif., March, 2023
Sensors, 2023
An Inexactly Supervised Methodology Based on Multiple Instance Learning, Convolutional Neural Networks, and Dissimilarities for Interpretable Defect Detection and Localization on Textured Surfaces.
IEEE Access, 2023
2022
Selection of Acoustic Features for the Discrimination Between Highly and Moderately Transformed Colombian Soundscapes.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2022, 2022
Multi-core Parallelization of Point Set Dissimilarities for Accelerating the Comparison of Bags with Many Instances.
Proceedings of the Distributed Computing and Artificial Intelligence, 2022
2021
Parallelization of the Poisson-Binomial Radius Distance for Comparing Histograms of n-grams.
Proceedings of the Distributed Computing and Artificial Intelligence, 2021
2020
Earth Sci. Informatics, 2020
GPU-based fast clustering via K-Centres and k-NN mode seeking for geospatial industry applications.
Comput. Ind., 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
PowerHC: non linear normalization of distances for advanced nearest neighbor classification.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Parallel Implementation of Nearest Feature Line and Rectified Nearest Feature Line Segment Classifiers Using OpenMP.
Proceedings of the Distributed Computing and Artificial Intelligence, 2020
2019
Towards better volcanic risk-assessment systems by applying ensemble classification methods to triaxial seismic-volcanic signals.
Ecol. Informatics, 2019
Incremental learning of concept drift in Multiple Instance Learning for industrial visual inspection.
Comput. Ind., 2019
Relation, Transition and Comparison Between the Adaptive Nearest Neighbor Rule and the Hypersphere Classifier.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019
2018
Relative Minimum Distance Between Projected Bags for Improved Multiple Instance Classification.
Proceedings of the Similarity Search and Applications - 11th International Conference, 2018
Supervised and Unsupervised Identification of Concept Drifts in Data Streams of Seismic-Volcanic Signals.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2018, 2018
Computational Analysis of Multiple Instance Learning-Based Systems for Automatic Visual Inspection: A Doctoral Research Proposal.
Proceedings of the Distributed Computing and Artificial Intelligence, 2018
A Web-Based Micro-service Architecture for Comparing Parallel Implementations of Dissimilarity Measures.
Proceedings of the Distributed Computing and Artificial Intelligence, 2018
2017
Acceleration of Dissimilarity-Based Classification Algorithms Using Multi-core Computation.
Proceedings of the Trends in Cyber-Physical Multi-Agent Systems. The PAAMS Collection, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
A Block-separable Parallel Implementation for the Weighted Distribution Matching Similarity Measure.
Proceedings of the Distributed Computing and Artificial Intelligence, 2017
2016
Ecol. Informatics, 2016
Comput. Ind., 2016
Unsupervised Parameter Estimation of Non Linear Scaling for Improved Classification in the Dissimilarity Space.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2016
2015
Training subset selection in Hourly Ontario Energy Price forecasting using time series clustering-based stratification.
Neurocomputing, 2015
Comput. Geosci., 2015
Multiple Instance Learning-Based Birdsong Classification Using Unsupervised Recording Segmentation.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015
2014
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014
Improving Representation of the Positive Class in Imbalanced Multiple-Instance Learning.
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014
A Comparison between Time-Frequency and Cepstral Feature Representations for the Classification of Seismic-Volcanic Signals.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014
2013
Classification of Seismic Volcanic Signals Using Hidden-Markov-Model-Based Generative Embeddings.
IEEE Trans. Geosci. Remote. Sens., 2013
Selection of time-variant features for earthquake classification at the Nevado-del-Ruiz volcano.
Comput. Geosci., 2013
Selecting feature lines in generalized dissimilarity representations for pattern recognition.
Digit. Signal Process., 2013
Proceedings of the Similarity-Based Pattern Recognition - Second International Workshop, 2013
Rainfall Forecasting Based on Ensemble Empirical Mode Decomposition and Neural Networks.
Proceedings of the Advances in Computational Intelligence, 2013
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013
2012
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2012
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2012
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2012
2011
Signal Process., 2011
Computación y Sistemas, 2011
Proceedings of the Similarity-Based Pattern Recognition - First International Workshop, 2011
Proceedings of the IEEE IX Latin American Robotics Symposium and IEEE Colombian Conference on Automatic Control, 2011
Feature and Dissimilarity Representations for the Sound-Based Recognition of Bird Species.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011
2010
The Dissimilarity Representation as a Tool for Three-Way Data Classification: A 2D Measure.
Proceedings of the Structural, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
2009
A generalization of dissimilarity representations using feature lines and feature planes.
Pattern Recognit. Lett., 2009
2008
Spectral Characterization of Volcanic Earthquakes at Nevado del Ruiz Volcano Using Spectral Band Selection/Extraction Techniques.
Proceedings of the Progress in Pattern Recognition, 2008
2007
Proceedings of the Progress in Pattern Recognition, 2007
2006
Mach. Vis. Appl., 2006