M. Carmen Garrido

Publication Activity (10 Years)

Years Active: 1998-2023
Publications (10 Years): 12

Top Topics

Hybrid Metaheuristic

Nearest Neighbor

Intelligent Data Analysis

Top Venues

Intelligent Environments (Workshops)

J. Ambient Intell. Smart Environ.

Publications

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) (2023)
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) (2020)
José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez
Towards the Characterization of Agricultural Regions Based on Weather Conditions - Sustainable Agriculture. Intelligent Environments (Workshops) (2020)
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)
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) (2018)
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) (2018)
José Manuel Cadenas, M. Carmen Garrido, Cristina Villa
Towards an App Based on FIWARE Architecture and Data Mining with Imperfect Data. IPMU (2) (2018)
José Manuel Cadenas, M. Carmen Garrido
Intelligent Data Analysis, Soft Computing and Imperfect Data. Soft Computing Based Optimization and Decision Models (2017)
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)
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)
José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez, Antonio Munoz-Ledesma
Classification based on Neighborhood from Datasets with Low Quality Data. IFSA-EUSFLAT (2015)
José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez
Measuring Data Imperfection in a Neighborhood Based Method. CAEPIA (2015)
Raquel Martínez, José Manuel Cadenas, M. Carmen Garrido
The experimenter environment of the NIP imperfection processor. FUZZ-IEEE (2014)
Raquel Martínez, José Manuel Cadenas, M. Carmen Garrido, Alejandro Martínez
Imputing missing values from low quality data by NIP tool. FUZZ-IEEE (2013)
José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez
Feature subset selection Filter-Wrapper based on low quality data. Expert Syst. Appl. 40 (16) (2013)
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)
José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez
NIP - An Imperfection Processor to Data Mining datasets. Int. J. Comput. Intell. Syst. 6 (sup1) (2013)
José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez, Piero P. Bonissone
Extending information processing in a Fuzzy Random Forest ensemble. Soft Comput. 16 (5) (2012)
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) (2012)
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)
José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez
A tool to manage low quality datasets. FUZZ-IEEE (2012)
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) (2012)
José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez
Selecting Features from Low Quality Datasets by a Fuzzy Ensemble. IJCCI (Selected Papers) (2012)
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) (2011)
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)
José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez
Learning in a Fuzzy Random Forest ensemble from imperfect data. SMC (2011)
José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez
Constructing Fuzzy Partitions from Imprecise Data. IJCCI (ECTA-FCTA) (2011)
M. Carmen Garrido, Pedro E. López-de-Teruel, Alberto Ruiz
Probabilistic Inference from Arbitrary Uncertainty using Mixtures of Factorized Generalized Gaussians CoRR (2011)
José Manuel Cadenas, M. Carmen Garrido, Alejandro Martínez, Raquel Martínez
Consensus operators for decision making in Fuzzy Random Forest ensemble. ISDA (2011)
José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez
Generating Optimized Fuzzy Partitions to Classification and Considerations to Management Imprecise Data. IJCCI (Selected Papers) (2010)
M. Carmen Garrido, José Manuel Cadenas, Piero P. Bonissone
A classification and regression technique to handle heterogeneous and imperfect information. Soft Comput. 14 (11) (2010)
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)
Piero P. Bonissone, José Manuel Cadenas, M. Carmen Garrido, Ramon Andrés Díaz-Valladares
A fuzzy random forest. Int. J. Approx. Reason. 51 (7) (2010)
M. Carmen Garrido, Nicolás Marín, Olga Pons
Fuzzy Intervals to Represent Fuzzy Valid Time in a Temporal Relational Database. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 17 (Supplement-1) (2009)
José Manuel Cadenas, Juan V. Carrillo, M. Carmen Garrido, Carlos Ivorra, María Teresa Lamata, Vicente Liern
A Hybrid Meta-Heuristic to Solve the Portfolio Selection Problem. IFSA/EUSFLAT Conf. (2009)
M. Carmen Garrido, Nicolás Marín, Olga Pons
Towards a Unified Domain for Fuzzy Temporal Databases. ICEIS (3) (2009)
José Manuel Cadenas, M. Carmen Garrido, Enrique Muñoz Ballester
Using machine learning in a cooperative hybrid parallel strategy of metaheuristics. Inf. Sci. 179 (19) (2009)
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)
Nicolás Marín, Juan Miguel Medina, Olga Pons, M. Carmen Garrido
Fuzzy Time Representation and Handling in a relational DB. ICSOFT (ISDM/ABF) (2008)
Jesús R. Campaña, M. Carmen Garrido, Nicolás Marín, Olga Pons
A Fuzzy Set-Based Approach to Temporal Databases. SUM (2007)
José Manuel Cadenas, M. Carmen Garrido, Enrique Muñoz Ballester
A Cooperative System of Metaheuristics. HIS (2007)
José Manuel Cadenas, M. Carmen Garrido, J. J. Hernandez
Heuristics to model the dependencies between Features in Fuzzy Pattern Matching. EUSFLAT Conf. (2005)
José Manuel Cadenas, M. Carmen Garrido, J. J. Hernandez
Efficiency of the mixture model components using fuzzy integrals. SMC (2005)
José Manuel Cadenas, M. Carmen Garrido, J. J. Hernandez
Improving fuzzy pattern matching techniques to deal with non discrimination ability features. SMC (6) (2004)
José Manuel Cadenas, M. Carmen Garrido, J. J. Hernandez
Fuzzy integral in systems modeling. SMC (2003)
José Manuel Cadenas, M. Carmen Garrido, J. J. Hernandez
Fuzzy modelling using fuzzy mathematical programming. EUSFLAT Conf. (2001)
José Galindo, Juan Miguel Medina, M. Carmen Garrido
Fuzzy division in fuzzy relational databases: an approach. Fuzzy Sets Syst. 121 (3) (2001)
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 (1998)