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Publications of "Isaac Triguero" ( http://dblp.L3S.de/Authors/Isaac_Triguero )

URL (Homepage):  https://orcid.org/0000-0002-0150-0651  Author page on DBLP  Author page in RDF  Community of Isaac Triguero in ASPL-2

Publication years (Num. hits)
2010-2014 (20) 2015-2016 (15) 2017-2019 (29) 2020 (1)
Publication types (Num. hits)
article(42) inproceedings(23)
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Found 66 publication records. Showing 65 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Weiping Ding 0001, Chin-Teng Lin, Alan Wee-Chung Liew, Isaac Triguero, Wenjian Luo Current trends of granular data mining for biomedical data analysis. Search on Bibsonomy Inf. Sci. The full citation details ... 2020 DBLP  DOI  BibTeX  RDF
1Isaac Triguero, Diego García-Gil, Jesús Maillo, Julián Luengo, Salvador García, Francisco Herrera Transforming big data into smart data: An insight on the use of the k-nearest neighbors algorithm to obtain quality data. Search on Bibsonomy Wiley Interdiscip. Rev. Data Min. Knowl. Discov. The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Rebecca Tickle, Isaac Triguero, Grazziela P. Figueredo, Mohammad Mesgarpour, Robert I. John PAS3-HSID: a Dynamic Bio-Inspired Approach for Real-Time Hot Spot Identification in Data Streams. Search on Bibsonomy Cognitive Computation The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Alberto Fernández 0001, Isaac Triguero, Mikel Galar, Francisco Herrera Guest Editorial: Computational Intelligence for Big Data Analytics. Search on Bibsonomy Cognitive Computation The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Manuel Jiménez, Isaac Triguero, Robert John Handling uncertainty in citizen science data: Towards an improved amateur-based large-scale classification. Search on Bibsonomy Inf. Sci. The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Weiping Ding 0001, Gary G. Yen, Gleb Beliakov, Isaac Triguero, Mahardhika Pratama, Xiangliang Zhang 0001, Hongjun Li IEEE Access Special Section Editorial: Data Mining and Granular Computing in Big Data and Knowledge Processing. Search on Bibsonomy IEEE Access The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Juan S. Angarita-Zapata, Antonio D. Masegosa, Isaac Triguero A Taxonomy of Traffic Forecasting Regression Problems From a Supervised Learning Perspective. Search on Bibsonomy IEEE Access The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Bartosz Krawczyk, Isaac Triguero, Salvador García, Michal Wozniak 0001, Francisco Herrera Instance reduction for one-class classification. Search on Bibsonomy Knowl. Inf. Syst. The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Mikel Canizo, Isaac Triguero, Angel Conde, Enrique Onieva Multi-head CNN-RNN for multi-time series anomaly detection: An industrial case study. Search on Bibsonomy Neurocomputing The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Heda Song, Mercedes Torres Torres, Ender Özcan, Isaac Triguero L2AE-D: Learning to Aggregate Embeddings for Few-shot Learning with Meta-level Dropout. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Heda Song, Isaac Triguero, Ender Özcan A review on the self and dual interactions between machine learning and optimisation. Search on Bibsonomy Progress in AI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Tongquan Wei, Junlong Zhou, Rajiv Ranjan, Isaac Triguero, Huafeng Yu, Chun Jason Xue, Schahram Dustdar Introduction to the Special Issue on Human-interaction-aware Data Analytics for Cyber-physical Systems. Search on Bibsonomy TCPS The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Rebecca Tickle, Isaac Triguero, Grazziela P. Figueredo, Ender Özcan, Mohammad Mesgarpour, Robert I. John Fuzzy Hot Spot Identification for Big Data: An Initial Approach. Search on Bibsonomy FUZZ-IEEE The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Manuel Jiménez, Mercedes Torres Torres, Robert John, Isaac Triguero A Preliminary Approach for the Exploitation of Citizen Science Data for Fast and Robust Fuzzy k-Nearest Neighbour Classification. Search on Bibsonomy FUZZ-IEEE The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Ning Xue, Isaac Triguero, Grazziela P. Figueredo, Dario Landa-Silva Evolving Deep CNN-LSTMs for Inventory Time Series Prediction. Search on Bibsonomy CEC The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Ning Xue, Dario Landa-Silva, Grazziela P. Figueredo, Isaac Triguero A Simulation-based Optimisation Approach for Inventory Management of Highly Perishable Food. Search on Bibsonomy ICORES The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Daniel Peralta, Isaac Triguero, Salvador García, Yvan Saeys, José Manuel Benítez, Francisco Herrera On the use of convolutional neural networks for robust classification of multiple fingerprint captures. Search on Bibsonomy Int. J. Intell. Syst. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Mabel González Castellanos, Christoph Bergmeir, Isaac Triguero, Yanet Rodríguez, José Manuel Benítez Self-labeling techniques for semi-supervised time series classification: an empirical study. Search on Bibsonomy Knowl. Inf. Syst. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Jesús Maillo, Julián Luengo, Salvador García, Francisco Herrera, Isaac Triguero A preliminary study on Hybrid Spill-Tree Fuzzy k-Nearest Neighbors for big data classification. Search on Bibsonomy FUZZ-IEEE The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Mikel Galar, Isaac Triguero, Humberto Bustince, Francisco Herrera A Preliminary Study of the Feasibility of Global Evolutionary Feature Selection for Big Datasets under Apache Spark. Search on Bibsonomy CEC The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Ning Xue, Dario Landa-Silva, Isaac Triguero, Grazziela P. Figueredo A Genetic Algorithm With Composite Chromosome for Shift Assignment of Part-time Employees. Search on Bibsonomy CEC The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Juan S. Angarita-Zapata, Isaac Triguero, Antonio D. Masegosa A Preliminary Study on Automatic Algorithm Selection for Short-Term Traffic Forecasting. Search on Bibsonomy IDC The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Grazziela P. Figueredo, Isaac Triguero, Mohammad Mesgarpour, Alexandre M. Guerra, Jonathan M. Garibaldi, Robert I. John An Immune-Inspired Technique to Identify Heavy Goods Vehicles Incident Hot Spots. Search on Bibsonomy IEEE Trans. Emerging Topics in Comput. Intellig. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Daniel Peralta, Isaac Triguero, Salvador García, Yvan Saeys, José Manuel Benítez, Francisco Herrera Fingerprint classification with a new deep neural network model: robustness for different captures of the same fingerprints. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Daniel Peralta, Isaac Triguero, Salvador García, Yvan Saeys, José Manuel Benítez, Francisco Herrera Distributed incremental fingerprint identification with reduced database penetration rate using a hierarchical classification based on feature fusion and selection. Search on Bibsonomy Knowl.-Based Syst. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Jesús Maillo, Sergio Ramírez-Gallego, Isaac Triguero, Francisco Herrera kNN-IS: An Iterative Spark-based design of the k-Nearest Neighbors classifier for big data. Search on Bibsonomy Knowl.-Based Syst. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Isaac Triguero, Sergio González, Jose M. Moyano, Salvador García, Jesús Alcalá-Fdez, Julián Luengo, Alberto Fernández 0001, María José del Jesús, Luciano Sánchez, Francisco Herrera KEEL 3.0: An Open Source Software for Multi-Stage Analysis in Data Mining. Search on Bibsonomy Int. J. Comput. Intell. Syst. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Jesús Maillo, Julián Luengo, Salvador García, Francisco Herrera, Isaac Triguero Exact fuzzy k-nearest neighbor classification for big datasets. Search on Bibsonomy FUZZ-IEEE The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Isaac Triguero, Mikel Galar, Humberto Bustince, Francisco Herrera A first attempt on global evolutionary undersampling for imbalanced big data. Search on Bibsonomy CEC The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Isaac Triguero, Grazziela P. Figueredo, Mohammad Mesgarpour, Jonathan M. Garibaldi, Robert I. John Vehicle Incident Hot Spots Identification: An Approach for Big Data. Search on Bibsonomy TrustCom/BigDataSE/ICESS The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Mabel González Castellanos, Christoph Bergmeir, Isaac Triguero, Yanet Rodríguez, José Manuel Benítez On the stopping criteria for k-Nearest Neighbor in positive unlabeled time series classification problems. Search on Bibsonomy Inf. Sci. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Isaac Triguero, Celine Vens Labelling strategies for hierarchical multi-label classification techniques. Search on Bibsonomy Pattern Recognition The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Sarah Vluymans, Isaac Triguero, Chris Cornelis, Yvan Saeys EPRENNID: An evolutionary prototype reduction based ensemble for nearest neighbor classification of imbalanced data. Search on Bibsonomy Neurocomputing The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Daniel Peralta, Isaac Triguero, Salvador García, Francisco Herrera, José Manuel Benítez DPD-DFF: A dual phase distributed scheme with double fingerprint fusion for fast and accurate identification in large databases. Search on Bibsonomy Information Fusion The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Isaac Triguero, Mikel Galar, D. Merino, Jesús Maillo, Humberto Bustince, Francisco Herrera Evolutionary undersampling for extremely imbalanced big data classification under apache spark. Search on Bibsonomy CEC The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Isaac Triguero, Jesús Maillo, Julián Luengo, Salvador García, Francisco Herrera From Big Data to Smart Data with the K-Nearest Neighbours Algorithm. Search on Bibsonomy iThings/GreenCom/CPSCom/SmartData The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Daniel Peralta, Mikel Galar, Isaac Triguero, Daniel Paternain, Salvador García, Edurne Barrenechea, José Manuel Benítez, Humberto Bustince, Francisco Herrera A survey on fingerprint minutiae-based local matching for verification and identification: Taxonomy and experimental evaluation. Search on Bibsonomy Inf. Sci. The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Isaac Triguero, Salvador García, Francisco Herrera SEG-SSC: A Framework Based on Synthetic Examples Generation for Self-Labeled Semi-Supervised Classification. Search on Bibsonomy IEEE Trans. Cybernetics The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Isaac Triguero, Salvador García, Francisco Herrera Self-labeled techniques for semi-supervised learning: taxonomy, software and empirical study. Search on Bibsonomy Knowl. Inf. Syst. The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Isaac Triguero, Daniel Peralta, Jaume Bacardit, Salvador García, Francisco Herrera MRPR: A MapReduce solution for prototype reduction in big data classification. Search on Bibsonomy Neurocomputing The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Mikel Galar, Joaquín Derrac, Daniel Peralta, Isaac Triguero, Daniel Paternain, Carlos Lopez-Molina, Salvador García, José Manuel Benítez, Miguel Pagola, Edurne Barrenechea Tartas, Humberto Bustince Sola, Francisco Herrera A survey of fingerprint classification Part I: Taxonomies on feature extraction methods and learning models. Search on Bibsonomy Knowl.-Based Syst. The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Isaac Triguero, Sara del Río, Victoria López, Jaume Bacardit, José Manuel Benítez, Francisco Herrera ROSEFW-RF: The winner algorithm for the ECBDL'14 big data competition: An extremely imbalanced big data bioinformatics problem. Search on Bibsonomy Knowl.-Based Syst. The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Mikel Galar, Joaquín Derrac, Daniel Peralta, Isaac Triguero, Daniel Paternain, Carlos Lopez-Molina, Salvador García, José Manuel Benítez, Miguel Pagola, Edurne Barrenechea Tartas, Humberto Bustince Sola, Francisco Herrera A survey of fingerprint classification Part II: Experimental analysis and ensemble proposal. Search on Bibsonomy Knowl.-Based Syst. The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Isaac Triguero, Mikel Galar, Sarah Vluymans, Chris Cornelis, Humberto Bustince, Francisco Herrera, Yvan Saeys Evolutionary undersampling for imbalanced big data classification. Search on Bibsonomy CEC The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Jesús Maillo, Isaac Triguero, Francisco Herrera A MapReduce-Based k-Nearest Neighbor Approach for Big Data Classification. Search on Bibsonomy TrustCom/BigDataSE/ISPA (2) The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Daniel Peralta, Isaac Triguero, Raul Sánchez-Reillo, Francisco Herrera, José Manuel Benítez Fast fingerprint identification for large databases. Search on Bibsonomy Pattern Recognition The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Isaac Triguero, José A. Sáez, Julián Luengo, Salvador García, Francisco Herrera On the characterization of noise filters for self-training semi-supervised in nearest neighbor classification. Search on Bibsonomy Neurocomputing The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Victoria López, Isaac Triguero, Cristóbal J. Carmona, Salvador García, Francisco Herrera Addressing imbalanced classification with instance generation techniques: IPADE-ID. Search on Bibsonomy Neurocomputing The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Daniel Peralta, Mikel Galar, Isaac Triguero, Oscar Miguel-Hurtado, José Manuel Benítez, Francisco Herrera Minutiae filtering to improve both efficacy and efficiency of fingerprint matching algorithms. Search on Bibsonomy Eng. Appl. of AI The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Bartosz Krawczyk, Isaac Triguero, Salvador García, Michal Wozniak 0001, Francisco Herrera A first attempt on evolutionary prototype reduction for nearest neighbor one-class classification. Search on Bibsonomy IEEE Congress on Evolutionary Computation The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Isaac Triguero, Daniel Peralta, Jaume Bacardit, Salvador García, Francisco Herrera A combined MapReduce-windowing two-level parallel scheme for evolutionary prototype generation. Search on Bibsonomy IEEE Congress on Evolutionary Computation The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Daniel Gómez-Lorente, Isaac Triguero, Consolación Gil, A. Espín Estrella Evolutionary algorithms for the design of grid-connected PV-systems. Search on Bibsonomy Expert Syst. Appl. The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Isaac Triguero, Joaquín Derrac, Salvador García, Francisco Herrera A Taxonomy and Experimental Study on Prototype Generation for Nearest Neighbor Classification. Search on Bibsonomy IEEE Trans. Systems, Man, and Cybernetics, Part C The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Joaquín Derrac, Isaac Triguero, Salvador García, Francisco Herrera Integrating Instance Selection, Instance Weighting, and Feature Weighting for Nearest Neighbor Classifiers by Coevolutionary Algorithms. Search on Bibsonomy IEEE Trans. Systems, Man, and Cybernetics, Part B The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Isaac Triguero, Joaquín Derrac, Salvador García, Francisco Herrera Integrating a differential evolution feature weighting scheme into prototype generation. Search on Bibsonomy Neurocomputing The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Salvador García, Joaquín Derrac, Isaac Triguero, Cristóbal J. Carmona, Francisco Herrera Evolutionary-based selection of generalized instances for imbalanced classification. Search on Bibsonomy Knowl.-Based Syst. The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Christoph Bergmeir, Isaac Triguero, Daniel Molina, José Luis Aznarte, José Manuel Benítez Time Series Modeling and Forecasting Using Memetic Algorithms for Regime-Switching Models. Search on Bibsonomy IEEE Trans. Neural Netw. Learning Syst. The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Joaquín Derrac, Isaac Triguero, Salvador García, Francisco Herrera A Co-evolutionary Framework for Nearest Neighbor Enhancement: Combining Instance and Feature Weighting with Instance Selection. Search on Bibsonomy HAIS (2) The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Christoph Bergmeir, Isaac Triguero, Francisco Velasco, José Manuel Benítez Optimization of Neuro-Coefficient Smooth Transition Autoregressive Models Using Differential Evolution. Search on Bibsonomy HAIS (1) The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Isaac Triguero, Salvador García, Francisco Herrera Differential evolution for optimizing the positioning of prototypes in nearest neighbor classification. Search on Bibsonomy Pattern Recognition The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Isaac Triguero, Joaquín Derrac, Francisco Herrera, Salvador García A study of the scaling up capabilities of stratified prototype generation. Search on Bibsonomy NaBIC The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Isaac Triguero, Salvador García, Francisco Herrera Enhancing IPADE Algorithm with a Different Individual Codification. Search on Bibsonomy HAIS (2) The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Isaac Triguero, Salvador García, Francisco Herrera IPADE: Iterative Prototype Adjustment for Nearest Neighbor Classification. Search on Bibsonomy IEEE Trans. Neural Networks The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Isaac Triguero, Salvador García, Francisco Herrera A preliminary study on the use of differential evolution for adjusting the position of examples in nearest neighbor classification. Search on Bibsonomy IEEE Congress on Evolutionary Computation The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Salvador García, Joaquín Derrac, Isaac Triguero, Cristóbal J. Carmona, Francisco Herrera A Preliminary Study on the Selection of Generalized Instances for Imbalanced Classification. Search on Bibsonomy IEA/AIE (1) The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
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