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Publications of "Francisco Herrera" ( http://dblp.L3S.de/Authors/Francisco_Herrera )

URL (Homepage):  http://decsai.ugr.es/~herrera/  Author page on DBLP  Author page in RDF  Community of Francisco Herrera in ASPL-2

Publication years (Num. hits)
1994-1997 (18) 1998-1999 (20) 2000-2001 (30) 2002 (15) 2003 (16) 2004-2005 (25) 2006-2007 (37) 2008 (27) 2009 (52) 2010 (45) 2011 (37) 2012 (41) 2013 (30) 2014 (50) 2015 (50) 2016 (41) 2017 (47) 2018 (45)
Publication types (Num. hits)
article(404) book(7) incollection(10) inproceedings(200) proceedings(5)
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The graphs summarize 101 occurrences of 58 keywords

Results
Found 627 publication records. Showing 626 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Sergio Ramírez-Gallego, S. García, Francisco Herrera Online entropy-based discretization for data streaming classification. Search on Bibsonomy Future Generation Comp. Syst. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Giovanni Acampora, Francisco Herrera, Genoveffa Tortora, Autilia Vitiello A multi-objective evolutionary approach to training set selection for support vector machine. Search on Bibsonomy Knowl.-Based Syst. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Cristóbal J. Carmona, M. J. del Jesus, Francisco Herrera A unifying analysis for the supervised descriptive rule discovery via the weighted relative accuracy. Search on Bibsonomy Knowl.-Based Syst. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Diego García-Gil, Sergio Ramírez-Gallego, Salvador García, Francisco Herrera Principal Components Analysis Random Discretization Ensemble for Big Data. Search on Bibsonomy Knowl.-Based Syst. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Julián Luengo, Seong-O Shim, Saleh Alshomrani, Abdulrahman Altalhi, Francisco Herrera CNC-NOS: Class noise cleaning by ensemble filtering and noise scoring. Search on Bibsonomy Knowl.-Based Syst. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1D. Martín, María Martínez-Ballesteros, Diego García-Gil, Jesús Alcalá-Fdez, Francisco Herrera, José Cristóbal Riquelme Santos MRQAR: A generic MapReduce framework to discover quantitative association rules in big data problems. Search on Bibsonomy Knowl.-Based Syst. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Xunjie Gou, Zeshui Xu, Francisco Herrera Consensus reaching process for large-scale group decision making with double hierarchy hesitant fuzzy linguistic preference relations. Search on Bibsonomy Knowl.-Based Syst. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Cong-Cong Li, Rosa M. Rodríguez, Luis Martínez, Yucheng Dong, Francisco Herrera Personalized individual semantics based on consistency in hesitant linguistic group decision making with comparative linguistic expressions. Search on Bibsonomy Knowl.-Based Syst. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Huchang Liao, Xingli Wu, Xuedong Liang, Jian-Bo Yang, Dong-Ling Xu, Francisco Herrera A continuous interval-valued linguistic ORESTE method for multi-criteria group decision making. Search on Bibsonomy Knowl.-Based Syst. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Min Chen 0003, Francisco Herrera, Kai Hwang 0001 Cognitive Computing: Architecture, Technologies and Intelligent Applications. Search on Bibsonomy IEEE Access The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Sergio Ramírez-Gallego, Héctor Mouriño-Talín, David Martínez-Rego, Verónica Bolón-Canedo, José Manuel Benítez, Amparo Alonso-Betanzos, Francisco Herrera An Information Theory-Based Feature Selection Framework for Big Data Under Apache Spark. Search on Bibsonomy IEEE Trans. Systems, Man, and Cybernetics: Systems The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Rosa M. Rodríguez, Yejun Xu, Luis Martínez-López, Francisco Herrera Exploring Consistency for Hesitant Preference Relations in Decision Making: Discussing Concepts, Meaning and Taxonomy. Search on Bibsonomy Multiple-Valued Logic and Soft Computing The full citation details ... 2018 DBLP  BibTeX  RDF
1Antonio-Francisco Roldán-López-de-Hierro, Concepción Roldán, Francisco Herrera On a new methodology for ranking fuzzy numbers and its application to real economic data. Search on Bibsonomy Fuzzy Sets and Systems The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Iti Chaturvedi, Erik Cambria, Roy E. Welsch, Francisco Herrera Distinguishing between facts and opinions for sentiment analysis: Survey and challenges. Search on Bibsonomy Information Fusion The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Sergio Ramírez-Gallego, Alberto Fernández 0001, Salvador García, Min Chen, Francisco Herrera Big Data: Tutorial and guidelines on information and process fusion for analytics algorithms with MapReduce. Search on Bibsonomy Information Fusion The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1David Charte, Francisco Charte, Salvador García, María José del Jesús, Francisco Herrera A practical tutorial on autoencoders for nonlinear feature fusion: Taxonomy, models, software and guidelines. Search on Bibsonomy Information Fusion The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Sergio Ramírez-Gallego, Salvador García, José Manuel Benítez, Francisco Herrera A distributed evolutionary multivariate discretizer for Big Data processing on Apache Spark. Search on Bibsonomy Swarm and Evolutionary Computation The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Francisco Padillo, José María Luna, Francisco Herrera, Sebastián Ventura Mining association rules on Big Data through MapReduce genetic programming. Search on Bibsonomy Integrated Computer-Aided Engineering The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Salvador García, Zhongliang Zhang, Abdulrahman Altalhi, Saleh Alshomrani, Francisco Herrera Dynamic ensemble selection for multi-class imbalanced datasets. Search on Bibsonomy Inf. Sci. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Cong-Cong Li, Rosa M. Rodríguez, Luis Martínez, Yucheng Dong, Francisco Herrera Consistency of hesitant fuzzy linguistic preference relations: An interval consistency index. Search on Bibsonomy Inf. Sci. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Sarah Vluymans, Chris Cornelis, Francisco Herrera, Yvan Saeys Multi-label classification using a fuzzy rough neighborhood consensus. Search on Bibsonomy Inf. Sci. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Deborah Galpert, Alberto Fernández 0001, Francisco Herrera, Agostinho Antunes, Reinaldo Molina Ruiz, Guillermín Agüero-Chapín Surveying alignment-free features for Ortholog detection in related yeast proteomes by using supervised big data classifiers. Search on Bibsonomy BMC Bioinformatics The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1David Charte, Francisco Charte, Salvador García, María José del Jesús, Francisco Herrera A practical tutorial on autoencoders for nonlinear feature fusion: Taxonomy, models, software and guidelines. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Francisco Charte, Antonio J. Rivera, David Charte, María José del Jesús, Francisco Herrera Tips, guidelines and tools for managing multi-label datasets: the mldr.datasets R package and the Cometa data repository. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Francisco Charte, Antonio J. Rivera, María José del Jesús, Francisco Herrera Dealing with Difficult Minority Labels in Imbalanced Mutilabel Data Sets. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Sergio Ramírez-Gallego, Salvador García, Ning Xiong, Francisco Herrera BELIEF: A distance-based redundancy-proof feature selection method for Big Data. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Anabel Gómez-Ríos, Siham Tabik, Julián Luengo, A. S. M. Shihavuddin, Bartosz Krawczyk, Francisco Herrera Towards Highly Accurate Coral Texture Images Classification Using Deep Convolutional Neural Networks and Data Augmentation. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Francisco Charte, Antonio J. Rivera, María José del Jesús, Francisco Herrera Tackling Multilabel Imbalance through Label Decoupling and Data Resampling Hybridization. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Sarah Vluymans, Alberto Fernández 0001, Yvan Saeys, Chris Cornelis, Francisco Herrera Dynamic affinity-based classification of multi-class imbalanced data with one-versus-one decomposition: a fuzzy rough set approach. Search on Bibsonomy Knowl. Inf. Syst. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Alejandro Rosales-Pérez, Salvador García, Hugo Terashima-Marín, Carlos A. Coello Coello, Francisco Herrera MC2ESVM: Multiclass Classification Based on Cooperative Evolution of Support Vector Machines. Search on Bibsonomy IEEE Comp. Int. Mag. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Roberto Olmos, Siham Tabik, Francisco Herrera Automatic handgun detection alarm in videos using deep learning. Search on Bibsonomy Neurocomputing The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Zhongliang Zhang, Xinggang Luo, Sergio González, Salvador García, Francisco Herrera DRCW-ASEG: One-versus-One distance-based relative competence weighting with adaptive synthetic example generation for multi-class imbalanced datasets. Search on Bibsonomy Neurocomputing The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Francisco Charte, Antonio J. Rivera, David Charte, María José del Jesús, Francisco Herrera Tips, guidelines and tools for managing multi-label datasets: The mldr.datasets R package and the Cometa data repository. Search on Bibsonomy Neurocomputing The full citation details ... 2018 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
1Daniel Molina, Antonio LaTorre, Francisco Herrera An Insight into Bio-inspired and Evolutionary Algorithms for Global Optimization: Review, Analysis, and Lessons Learnt over a Decade of Competitions. Search on Bibsonomy Cognitive Computation The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Rosana Montes, Ana M. Sánchez, Pedro Villar, Francisco Herrera Teranga Go!: Carpooling Collaborative Consumption Community with multi-criteria hesitant fuzzy linguistic term set opinions to build confidence and trust. Search on Bibsonomy Appl. Soft Comput. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Bartosz Krawczyk, Mikel Galar, Michal Wozniak, Humberto Bustince, Francisco Herrera Dynamic ensemble selection for multi-class classification with one-class classifiers. Search on Bibsonomy Pattern Recognition The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Julián Luengo, Dánel Sánchez Tarragó, Ronaldo C. Prati, Francisco Herrera A First Study on the Use of Noise Filtering to Clean the Bags in Multi-Instance Classification. Search on Bibsonomy LOPAL The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Yassir Benhammou, Siham Tabik, Boujemâa Achchab, Francisco Herrera A first study exploring the performance of the state-of-the art CNN model in the problem of breast cancer. Search on Bibsonomy LOPAL The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Huchang Liao, Xingli Wu, Francisco Herrera DNBMA: A Double Normalization-Based Multi-Aggregation Method. Search on Bibsonomy IPMU (3) The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Jeovani Morales, Rosana Montes, Noe Zermeño, Jeronimo Duran, Francisco Herrera The Use of Fuzzy Linguistic Information and Fuzzy Delphi Method to Validate by Consensus a Questionnaire in a Blended-Learning Environment. Search on Bibsonomy IPMU (3) The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Daniel Molina, Antonio LaTorre, Francisco Herrera SHADE with Iterative Local Search for Large-Scale Global Optimization. Search on Bibsonomy CEC The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Nuria Rodríguez Barroso, Eugenio Martínez-Cámara, Francisco Herrera SCI2S at TASS 2018: Emotion Classification with Recurrent Neural Networks. Search on Bibsonomy TASS@SEPLN The full citation details ... 2018 DBLP  BibTeX  RDF
1Diego García-Gil, Sergio Ramírez-Gallego, Salvador García, Francisco Herrera On the Use of Random Discretization and Dimensionality Reduction in Ensembles for Big Data. Search on Bibsonomy HAIS The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Alejandro Rosales-Pérez, Andrés Eduardo Gutiérrez-Rodríguez, Salvador García, Hugo Terashima-Marín, Carlos A. Coello Coello, Francisco Herrera Cooperative multi-objective evolutionary support vector machines for multiclass problems. Search on Bibsonomy GECCO The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Amparo Alonso-Betanzos, José A. Gámez 0001, Francisco Herrera, José Miguel Puerta, José C. Riquelme Volume, variety and velocity in Data Science. Search on Bibsonomy Knowl.-Based Syst. The full citation details ... 2017 DBLP  DOI  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
1Zhongliang Zhang, Xinggang Luo, Salvador García, Jiafu Tang, Francisco Herrera Exploring the effectiveness of dynamic ensemble selection in the one-versus-one scheme. Search on Bibsonomy Knowl.-Based Syst. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Jesus 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
1Emilio Guirado, Siham Tabik, Domingo Alcaraz-Segura, Javier Cabello, Francisco Herrera Deep-learning Versus OBIA for Scattered Shrub Detection with Google Earth Imagery: Ziziphus lotus as Case Study. Search on Bibsonomy Remote Sensing The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Sergio Ramírez-Gallego, Bartosz Krawczyk, Salvador García, Michal Wozniak, José Manuel Benítez, Francisco Herrera Nearest Neighbor Classification for High-Speed Big Data Streams Using Spark. Search on Bibsonomy IEEE Trans. Systems, Man, and Cybernetics: Systems The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Cong-Cong Li, Yucheng Dong, Francisco Herrera, Enrique Herrera-Viedma, Luis Martínez-López Personalized individual semantics in computing with words for supporting linguistic group decision making. An application on consensus reaching. Search on Bibsonomy Information Fusion The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Xunjie Gou, Huchang Liao, Zeshui Xu, Francisco Herrera Double hierarchy hesitant fuzzy linguistic term set and MULTIMOORA method: A case of study to evaluate the implementation status of haze controlling measures. Search on Bibsonomy Information Fusion The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Mikel Galar, Alberto Fernández 0001, Edurne Barrenechea, Humberto Bustince, Francisco Herrera NMC: nearest matrix classification - A new combination model for pruning One-vs-One ensembles by transforming the aggregation problem. Search on Bibsonomy Information Fusion 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
1Siham Tabik, Daniel Peralta, Andrés Herrera-Poyatos, Francisco Herrera A snapshot of image pre-processing for convolutional neural networks: case study of MNIST. Search on Bibsonomy Int. J. Comput. Intell. Syst. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Alberto Fernández 0001, Abdulrahman Altalhi, Saleh Alshomrani, Francisco Herrera Why Linguistic Fuzzy Rule Based Classification Systems perform well in Big Data Applications? Search on Bibsonomy Int. J. Comput. Intell. Syst. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Alberto Fernández 0001, Sara del Río, Abdullah Bawakid, Francisco Herrera Fuzzy rule based classification systems for big data with MapReduce: granularity analysis. Search on Bibsonomy Adv. Data Analysis and Classification The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Huchang Liao, Lisheng Jiang, Zeshui Xu, Jiuping Xu, Francisco Herrera A linear programming method for multiple criteria decision making with probabilistic linguistic information. Search on Bibsonomy Inf. Sci. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Yucheng Dong, Zhaogang Ding, Luis Martínez-López, Francisco Herrera Managing consensus based on leadership in opinion dynamics. Search on Bibsonomy Inf. Sci. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Daniel Peralta, Salvador García, José Manuel Benítez, Francisco Herrera Minutiae-based fingerprint matching decomposition: Methodology for big data frameworks. Search on Bibsonomy Inf. Sci. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Jie Lu 0001, Francisco Herrera, Guangquan Zhang 0001 Guest Editorial Special Section on Fuzzy Systems in Data Science. Search on Bibsonomy IEEE Trans. Fuzzy Systems The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Diego García-Gil, Julián Luengo, Salvador García, Francisco Herrera Enabling Smart Data: Noise filtering in Big Data classification. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Andrés Herrera-Poyatos, Francisco Herrera Genetic and Memetic Algorithm with Diversity Equilibrium based on Greedy Diversification. 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 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
1Roberto Olmos, Siham Tabik, Francisco Herrera Automatic Handgun Detection Alarm in Videos Using Deep Learning. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Emilio Guirado, Siham Tabik, Domingo Alcaraz-Segura, Javier Cabello, Francisco Herrera Deep-Learning Convolutional Neural Networks for scattered shrub detection with Google Earth Imagery. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Alejandro Rosales-Pérez, Salvador García, Jesus A. Gonzalez, Carlos A. Coello Coello, Francisco Herrera An Evolutionary Multiobjective Model and Instance Selection for Support Vector Machines With Pareto-Based Ensembles. Search on Bibsonomy IEEE Trans. Evolutionary Computation The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Ana Valdivia, M. Victoria Luzón, Francisco Herrera Sentiment Analysis in TripAdvisor. Search on Bibsonomy IEEE Intelligent Systems The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Pablo David Gutiérrez, Miguel Lastra, José Manuel Benítez, Francisco Herrera SMOTE-GPU: Big Data preprocessing on commodity hardware for imbalanced classification. Search on Bibsonomy Progress in AI The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Giovanni Acampora, Bruno Siciliano, Hani Hagras, Francisco Herrera Conference Report on 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2017) [Conference Reports]. Search on Bibsonomy IEEE Comp. Int. Mag. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Alberto Fernández 0001, Cristóbal J. Carmona, María José del Jesús, Francisco Herrera A Pareto-based Ensemble with Feature and Instance Selection for Learning from Multi-Class Imbalanced Datasets. Search on Bibsonomy Int. J. Neural Syst. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Sergio Ramírez-Gallego, Bartosz Krawczyk, Salvador García, Michal Wozniak, Francisco Herrera A survey on data preprocessing for data stream mining: Current status and future directions. Search on Bibsonomy Neurocomputing The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Carlos García-Martínez, Pablo David Gutiérrez, Daniel Molina, Manuel Lozano, Francisco Herrera Since CEC 2005 competition on real-parameter optimisation: a decade of research, progress and comparative analysis's weakness. Search on Bibsonomy Soft Comput. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Sergio Ramírez-Gallego, Iago Lastra, David Martínez-Rego, Verónica Bolón-Canedo, José Manuel Benítez, Francisco Herrera, Amparo Alonso-Betanzos Fast-mRMR: Fast Minimum Redundancy Maximum Relevance Algorithm for High-Dimensional Big Data. Search on Bibsonomy Int. J. Intell. Syst. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1José A. Gámez 0001, Francisco Herrera, José Miguel Puerta Guest Editorial: Recent Trends in Intelligent Systems. Search on Bibsonomy Int. J. Intell. Syst. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Zhongliang Zhang, Xinggang Luo, Salvador García, Francisco Herrera Cost-Sensitive back-propagation neural networks with binarization techniques in addressing multi-class problems and non-competent classifiers. Search on Bibsonomy Appl. Soft Comput. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Sergio González, Salvador García, Marcelino Lázaro, Aníbal R. Figueiras-Vidal, Francisco Herrera Class Switching according to Nearest Enemy Distance for learning from highly imbalanced data-sets. Search on Bibsonomy Pattern Recognition The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Daniel Molina, Francisco Moreno-Garcia, Francisco Herrera Analysis among winners of different IEEE CEC competitions on real-parameters optimization: Is there always improvement? Search on Bibsonomy CEC 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
1Faruk Mustafic, Francisco Herrera, Ning Xiong, Sergio Ramírez-Gallego MapReduce distributed highly random fuzzy forest for noisy big data. Search on Bibsonomy ICNC-FSKD The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Francisco Herrera Big Data, Smart Data and Imbalanced Classification - Preprocessing, Models and Challenges. Search on Bibsonomy CLOSER The full citation details ... 2017 DBLP  BibTeX  RDF
1Anabel Gómez-Ríos, Julián Luengo, Francisco Herrera A Study on the Noise Label Influence in Boosting Algorithms: AdaBoost, GBM and XGBoost. Search on Bibsonomy HAIS The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Ana Valdivia, M. Victoria Luzón, Francisco Herrera Sentiment Analysis on TripAdvisor: Are There Inconsistencies in User Reviews? Search on Bibsonomy HAIS The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Jacinto Carrasco, Salvador García, María del Mar Rueda, Francisco Herrera rNPBST: An R Package Covering Non-parametric and Bayesian Statistical Tests. Search on Bibsonomy HAIS The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Miguel Ángel Rodríguez, Alberto Fernández 0001, Antonio Peregrín, Francisco Herrera A Review of Distributed Data Models for Learning. Search on Bibsonomy HAIS The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Jesus 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
1Cong-Cong Li, Rosa M. Rodríguez, Francisco Herrera, Luis Martínez, Yucheng Dong A consistency-driven approach to set personalized numerical scales for hesitant fuzzy linguistic preference relations. Search on Bibsonomy FUZZ-IEEE The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Alberto Fernández 0001, Eva Almansa, Francisco Herrera Chi-Spark-RS: An Spark-built evolutionary fuzzy rule selection algorithm in imbalanced classification for big data problems. Search on Bibsonomy FUZZ-IEEE The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Ana Valdivia, M. Victoria Luzón, Francisco Herrera Neutrality in the sentiment analysis problem based on fuzzy majority. Search on Bibsonomy FUZZ-IEEE The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Rosana Montes, Ana M. Sánchez, Pedro Villar, Francisco Herrera A decision making model to evaluate the reputation in social networks using HFLTS. Search on Bibsonomy FUZZ-IEEE The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Ronaldo C. Prati, Francisco Charte, Francisco Herrera A first approach towards a fuzzy decision tree for multilabel classification. Search on Bibsonomy FUZZ-IEEE The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Yejun Xu, Lei Chen, Rosa M. Rodríguez, Francisco Herrera, Huimin Wang Deriving the priority weights from incomplete hesitant fuzzy preference relations in group decision making. Search on Bibsonomy Knowl.-Based Syst. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Salvador García, Julián Luengo, Francisco Herrera Tutorial on practical tips of the most influential data preprocessing algorithms in data mining. Search on Bibsonomy Knowl.-Based Syst. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Zhongliang Zhang, Bartosz Krawczyk, Salvador García, Alejandro Rosales-Pérez, Francisco Herrera Empowering one-vs-one decomposition with ensemble learning for multi-class imbalanced data. Search on Bibsonomy Knowl.-Based Syst. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Enislay Ramentol, I. Gondres, S. Lajes, Rafael Bello, Yaile Caballero, Chris Cornelis, Francisco Herrera Fuzzy-rough imbalanced learning for the diagnosis of High Voltage Circuit Breaker maintenance: The SMOTE-FRST-2T algorithm. Search on Bibsonomy Eng. Appl. of AI The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Rosa M. Rodríguez, Benjamín R. C. Bedregal, Humberto Bustince, Yucheng Dong, Bahram Farhadinia, Cengiz Kahraman, Luis Martínez-López, Vicenç Torra, Y. J. Xu, Zeshui Xu, Francisco Herrera A position and perspective analysis of hesitant fuzzy sets on information fusion in decision making. Towards high quality progress. Search on Bibsonomy Information Fusion 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
1José A. Sáez, Mikel Galar, Julián Luengo, Francisco Herrera INFFC: An iterative class noise filter based on the fusion of classifiers with noise sensitivity control. Search on Bibsonomy Information Fusion The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Alberto Fernández 0001, Mikel Elkano, Mikel Galar, José Antonio Sanz, Saleh Alshomrani, Humberto Bustince, Francisco Herrera Enhancing evolutionary fuzzy systems for multi-class problems: Distance-based relative competence weighting with truncated confidences (DRCW-TC). Search on Bibsonomy Int. J. Approx. Reasoning The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
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