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ORCIDM. Carmen Garrido
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- affiliation: University of Murcia, Department of Information Engineering and Communications
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Journal Articles
- 2023
[j16]José Manuel Cadenas
, M. Carmen Garrido, Raquel Martínez-España:
A Methodology Based on Machine Learning and Soft Computing to Design More Sustainable Agriculture Systems. Sensors 23(6): 3038 (2023)- 2020
- [j15]José Manuel Cadenas, María del Carmen Garrido, Raquel Martínez-España, Miguel A. Guillén-Navarro:
Making decisions for frost prediction in agricultural crops in a soft computing framework. Comput. Electron. Agric. 175: 105587 (2020) - [j14]José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez-España:
Development of an application to make knowledge available to the farmer: Detection of the most suitable crops for a more sustainable agriculture. J. Ambient Intell. Smart Environ. 12(5): 419-432 (2020) - 2018
- [j13]José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez-España, Andrés Muñoz:
A k-nearest neighbors based approach applied to more realistic activity recognition datasets. J. Ambient Intell. Smart Environ. 10(3): 247-259 (2018) - [j12]José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez, Enrique Muñoz Ballester, Piero P. Bonissone:
A fuzzy K-nearest neighbor classifier to deal with imperfect data. Soft Comput. 22(10): 3313-3330 (2018) - 2013
- [j11]José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez:
Feature subset selection Filter-Wrapper based on low quality data. Expert Syst. Appl. 40(16): 6241-6252 (2013) - [j10]José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez:
NIP - An Imperfection Processor to Data Mining datasets. Int. J. Comput. Intell. Syst. 6(sup1): 3-17 (2013) - 2012
- [j9]José Manuel Cadenas, Juan V. Carrillo, M. Carmen Garrido, Carlos Ivorra, Vicente Liern:
Exact and heuristic procedures for solving the fuzzy portfolio selection problem. Fuzzy Optim. Decis. Mak. 11(1): 29-46 (2012) - [j8]José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez, Piero P. Bonissone:
OFP_CLASS: a hybrid method to generate optimized fuzzy partitions for classification. Soft Comput. 16(4): 667-682 (2012) - [j7]José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez, Piero P. Bonissone:
Extending information processing in a Fuzzy Random Forest ensemble. Soft Comput. 16(5): 845-861 (2012) - 2011
- [j6]José Manuel Cadenas, María José Canós, M. Carmen Garrido, Carlos Ivorra, Vicente Liern:
Soft-computing based heuristics for location on networks: The p-median problem. Appl. Soft Comput. 11(2): 1540-1547 (2011) - [j5]José Manuel Cadenas, María del Carmen Garrido, Enrique Muñoz:
Facing dynamic optimization using a cooperative metaheuristic configured via fuzzy logic and SVMs. Appl. Soft Comput. 11(8): 5639-5651 (2011) - 2010
- [j4]Piero P. Bonissone, José Manuel Cadenas, M. Carmen Garrido, Ramon Andrés Díaz-Valladares:
A fuzzy random forest. Int. J. Approx. Reason. 51(7): 729-747 (2010) - [j3]M. Carmen Garrido, José Manuel Cadenas, Piero P. Bonissone:
A classification and regression technique to handle heterogeneous and imperfect information. Soft Comput. 14(11): 1165-1185 (2010) - 2009
- [j2]José Manuel Cadenas, M. Carmen Garrido, Enrique Muñoz Ballester:
Using machine learning in a cooperative hybrid parallel strategy of metaheuristics. Inf. Sci. 179(19): 3255-3267 (2009) - 1998
- [j1]Alberto Ruiz, Pedro E. López-de-Teruel, M. Carmen Garrido:
Probabilistic Inference from Arbitrary Uncertainty using Mixtures of Factorized Generalized Gaussians. J. Artif. Intell. Res. 9: 167-217 (1998)
Conference and Workshop Papers
- 2020
- [c31]José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez:
Towards the Characterization of Agricultural Regions Based on Weather Conditions - Sustainable Agriculture. Intelligent Environments (Workshops) 2020: 143-151 - 2018
- [c30]M. Ángel Guillén-Navarro, José Manuel Cadenas, M. Carmen Garrido, Belén Ayuso, Raquel Martínez-España:
A Preliminary Study to Solve Crop Frost Prediction Using an Intelligent Data Analysis Process. Intelligent Environments (Workshops) 2018: 97-106 - [c29]José Manuel Cadenas, M. Carmen Garrido, Cristina Villa:
Towards an App Based on FIWARE Architecture and Data Mining with Imperfect Data. IPMU (2) 2018: 75-87 - 2017
- [c28]José Manuel Cadenas, M. Carmen Garrido:
Intelligent Data Analysis, Soft Computing and Imperfect Data. Soft Computing Based Optimization and Decision Models 2017: 25-43 - [c27]José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez-España, Andrés Muñoz:
A More Realistic K-Nearest Neighbors Method and Its Possible Applications to Everyday Problems. Intelligent Environments 2017: 52-59 - 2015
- [c26]José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez:
Measuring Data Imperfection in a Neighborhood Based Method. CAEPIA 2015: 213-223 - [c25]José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez, Clara Calvo, Carlos Ivorra, Vicente Liern:
GASRP-FP: A hybrid metaheuristic to solve fuzzy portfolio selection with non-financial goals. IFSA-EUSFLAT 2015 - [c24]José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez, Antonio Munoz-Ledesma:
Classification based on Neighborhood from Datasets with Low Quality Data. IFSA-EUSFLAT 2015 - 2014
- [c23]Raquel Martínez, José Manuel Cadenas, M. Carmen Garrido:
The experimenter environment of the NIP imperfection processor. FUZZ-IEEE 2014: 2141-2148 - 2013
- [c22]Raquel Martínez, José Manuel Cadenas, M. Carmen Garrido, Alejandro Martínez:
Imputing missing values from low quality data by NIP tool. FUZZ-IEEE 2013: 1-8 - [c21]José Manuel Cadenas, María del Carmen Garrido, Raquel Martínez:
Improving a Fuzzy Discretization Process by Bagging. IJCCI 2013: 201-212 - [c20]José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez, David A. Pelta, Piero P. Bonissone:
Using a Fuzzy Decision Tree Ensemble for Tumor Classification from Gene Expression Data. IJCCI 2013: 320-331 - 2012
- [c19]José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez:
A tool to manage low quality datasets. FUZZ-IEEE 2012: 1-8 - [c18]José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez:
Selecting Features from Low Quality Datasets by a Fuzzy Ensemble. IJCCI (Selected Papers) 2012: 229-243 - [c17]José Manuel Cadenas, María del Carmen Garrido, Raquel Martínez:
Towards an Approach to Select Features from Low Quality Datasets. IJCCI 2012: 357-366 - [c16]Manuel E. Acacio, Javier Cuenca, Lorenzo Fernández Maimó, Ricardo Fernández Pascual, Joaquín Cervera, Domingo Giménez, M. Carmen Garrido, Juan A. Sánchez-Laguna, José Guillén, Juan Alejandro Palomino Benito, María-Eugenia Requena:
An Experience of Early Initiation to Parallelism in the Computing Engineering Degree at the University of Murcia, Spain. IPDPS Workshops 2012: 1289-1294 - 2011
- [c15]José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez, Piero P. Bonissone:
Towards the learning from low quality data in a Fuzzy Random Forest ensemble. FUZZ-IEEE 2011: 2897-2904 - [c14]José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez:
Constructing Fuzzy Partitions from Imprecise Data. IJCCI (ECTA-FCTA) 2011: 379-388 - [c13]José Manuel Cadenas, M. Carmen Garrido, Alejandro Martínez, Raquel Martínez:
Consensus operators for decision making in Fuzzy Random Forest ensemble. ISDA 2011: 1377-1382 - [c12]José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez:
Learning in a Fuzzy Random Forest ensemble from imperfect data. SMC 2011: 277-282 - 2010
- [c11]José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez, Enrique Muñoz Ballester:
OFP_CLASS: An Algorithm to Generate Optimized Fuzzy Partitions to Classification. IJCCI (ICFC-ICNC) 2010: 5-13 - [c10]José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez:
Generating Optimized Fuzzy Partitions to Classification and Considerations to Management Imprecise Data. IJCCI (Selected Papers) 2010: 151-165 - 2009
- [c9]José Manuel Cadenas, Juan V. Carrillo, M. Carmen Garrido, Carlos Ivorra, M. Teresa Lamata, Vicente Liern:
A Hybrid Meta-Heuristic to Solve the Portfolio Selection Problem. IFSA/EUSFLAT Conf. 2009: 669-674 - [c8]Piero P. Bonissone, José Manuel Cadenas, M. Carmen Garrido, Ramón Andrés Díaz, Raquel Martínez:
Weighted Decisions in a Fuzzy Random Forest. IFSA/EUSFLAT Conf. 2009: 1553-1558 - 2008
- [c7]Piero P. Bonissone, José Manuel Cadenas, María del Carmen Garrido, Ramon Andrés Díaz-Valladares:
Combination methods in a Fuzzy Random Forest. SMC 2008: 1794-1799 - 2007
- [c6]José Manuel Cadenas, M. Carmen Garrido, Enrique Muñoz Ballester:
A Cooperative System of Metaheuristics. HIS 2007: 120-125 - 2005
- [c5]José Manuel Cadenas, M. Carmen Garrido, J. J. Hernandez:
Heuristics to model the dependencies between Features in Fuzzy Pattern Matching. EUSFLAT Conf. 2005: 727-732 - [c4]José Manuel Cadenas, M. Carmen Garrido, J. J. Hernandez:
Efficiency of the mixture model components using fuzzy integrals. SMC 2005: 1455-1460 - 2004
- [c3]José Manuel Cadenas, M. Carmen Garrido, J. J. Hernandez:
Improving fuzzy pattern matching techniques to deal with non discrimination ability features. SMC (6) 2004: 5708-5713 - 2003
- [c2]José Manuel Cadenas, M. Carmen Garrido, J. J. Hernandez:
Fuzzy integral in systems modeling. SMC 2003: 3182-3187 - 2001
- [c1]José Manuel Cadenas, M. Carmen Garrido, J. J. Hernandez:
Fuzzy modelling using fuzzy mathematical programming. EUSFLAT Conf. 2001: 10-13
Parts in Books or Collections
- 2019
- [p3]M. Ángel Guillén-Navarro, José Manuel Cadenas, M. Carmen Garrido, Belén Ayuso, Raquel Martínez-España:
Minimum Temperature Prediction Models in Plots to Forecast Frost in Crops. Agriculture and Environment Perspectives in Intelligent Systems 2019: 91-106 - 2008
- [p2]José Manuel Cadenas, M. Carmen Garrido, Enrique Muñoz Ballester:
Impact of Fuzzy Logic in the Cooperation of Metaheuristics. New Challenges in Applied Intelligence Technologies 2008: 225-234 - 2007
- [p1]José Manuel Cadenas, M. Carmen Garrido, Enrique Muñoz Ballester:
A Hybrid System of Nature Inspired Metaheuristics. NICSO 2007: 95-104
Reference Works
- 2009
- [r1]José Manuel Cadenas, M. Carmen Garrido, Enrique Muñoz Ballester, Carlos Cruz Corona, David A. Pelta, José L. Verdegay:
Different Approaches for Cooperation with Metaheuristics. Encyclopedia of Artificial Intelligence 2009: 480-487
Informal and Other Publications
- 2011
- [i1]M. Carmen Garrido, Pedro E. López-de-Teruel, Alberto Ruiz:
Probabilistic Inference from Arbitrary Uncertainty using Mixtures of Factorized Generalized Gaussians. CoRR abs/1105.3635 (2011)
Coauthor Index
aka: Raquel Martínez-España
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