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José Manuel Cadenas

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affiliation: University of Murcia, Department of Information Engineering and Communications

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2023
[j31]
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  - journals/sensors/CadenasGM23
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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
[j30]
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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)
[j29]
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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
[j28]
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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)
[j27]
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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)
2016
[j26]
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Enrique Muñoz Ballester, José Manuel Cadenas, Yew-Soon Ong, Giovanni Acampora:
Memetic Music Composition. IEEE Trans. Evol. Comput. 20(1): 1-15 (2016)
2013
[j25]
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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)
[j24]
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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
[j23]
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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)
[j22]
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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)
[j21]
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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
[j20]
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  - journals/asc/CadenasCGIL11
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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)
[j19]
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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)
[j18]
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Giovanni Acampora, José Manuel Cadenas, Vincenzo Loia, Enrique Muñoz Ballester:
Achieving Memetic Adaptability by Means of Agent-Based Machine Learning. IEEE Trans. Ind. Informatics 7(4): 557-569 (2011)
[j17]
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Giovanni Acampora, José Manuel Cadenas, Vincenzo Loia, Enrique Muñoz Ballester:
A Multi-Agent Memetic System for Human-Based Knowledge Selection. IEEE Trans. Syst. Man Cybern. Part A 41(5): 946-960 (2011)
2010
[j16]
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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)
[j15]
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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
[j14]
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Rodrigo Martínez-Béjar, José Manuel Cadenas, Hossein Shirazi, Paul Compton:
A semantics-driven, fuzzy logic-based approach to knowledge representation and inference. Expert Syst. Appl. 36(2): 1940-1960 (2009)
[j13]
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José Manuel Cadenas, José L. Verdegay:
Towards a new strategy for solving fuzzy optimization problems. Fuzzy Optim. Decis. Mak. 8(3): 231-244 (2009)
[j12]
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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)
2006
[j11]
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Fernando Jiménez, José Manuel Cadenas, Gracia Sánchez, Antonio Fernandez Gómez-Skarmeta, José L. Verdegay:
Multi-objective evolutionary computation and fuzzy optimization. Int. J. Approx. Reason. 43(1): 59-75 (2006)
2004
[j10]
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José Manuel Cadenas, David A. Pelta, Hector R. Pelta, José L. Verdegay:
Application of fuzzy optimization to diet problems in Argentinean farms. Eur. J. Oper. Res. 158(1): 218-228 (2004)
2003
[j9]
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Fernando Jiménez, José Manuel Cadenas, José L. Verdegay, Gracia Sánchez:
Solving fuzzy optimization problems by evolutionary algorithms. Inf. Sci. 152: 303-311 (2003)
2001
[j8]
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Antonio Flores-Sintas, José Manuel Cadenas, Fernando Martin:
Detecting homogeneous groups in clustering using the Euclidean distance. Fuzzy Sets Syst. 120(2): 213-225 (2001)
2000
[j7]
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José Manuel Cadenas, José L. Verdegay:
Using ranking functions in multiobjective fuzzy linear programming. Fuzzy Sets Syst. 111(1): 47-53 (2000)
[j6]
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Antonio Flores-Sintas, José Manuel Cadenas, Fernando Martin:
Partition validity and defuzzification. Fuzzy Sets Syst. 112(3): 433-447 (2000)
1999
[j5]
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Antonio Flores-Sintas, José Manuel Cadenas, Fernando Martin:
Membership functions in the fuzzy C-means algorithm. Fuzzy Sets Syst. 101(1): 49-58 (1999)
1998
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Antonio Flores-Sintas, José Manuel Cadenas, Fernando Martin:
A local geometrical properties application to fuzzy clustering. Fuzzy Sets Syst. 100(1-3): 245-256 (1998)
1997
[j3]
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  - journals/tsmc/CadenasV97
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José Manuel Cadenas, José L. Verdegay:
Using fuzzy numbers in linear programming. IEEE Trans. Syst. Man Cybern. Part B 27(6): 1016-1022 (1997)
1996
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  - journals/fss/CadenasG96
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José Manuel Cadenas, Antonio Fernandez Gómez-Skarmeta:
Report on the Spanish association of fuzzy logic and technologies. Fuzzy Sets Syst. 84(1): 110-111 (1996)
1995
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José Manuel Cadenas, José L. Verdegay:
PROBO: an interactive system in fuzzy linear programming. Fuzzy Sets Syst. 76(3): 319-332 (1995)

Conference and Workshop Papers

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2020
[c38]
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  - conf/intenv/CadenasG020
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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
[c37]
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  - conf/intenv/Guillen-Navarro18
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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
[c36]
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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
[c35]
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  - conf/birthday/CadenasG17
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José Manuel Cadenas, M. Carmen Garrido:
Intelligent Data Analysis, Soft Computing and Imperfect Data. Soft Computing Based Optimization and Decision Models 2017: 25-43
[c34]
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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
[c33]
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José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez:
Measuring Data Imperfection in a Neighborhood Based Method. CAEPIA 2015: 213-223
[c32]
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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
[c31]
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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
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  - conf/fuzzIEEE/MartinezCG14
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Raquel Martínez, José Manuel Cadenas, M. Carmen Garrido:
The experimenter environment of the NIP imperfection processor. FUZZ-IEEE 2014: 2141-2148
2013
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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
[c28]
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José Manuel Cadenas, María del Carmen Garrido, Raquel Martínez:
Improving a Fuzzy Discretization Process by Bagging. IJCCI 2013: 201-212
[c27]
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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
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José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez:
A tool to manage low quality datasets. FUZZ-IEEE 2012: 1-8
[c25]
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José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez:
Selecting Features from Low Quality Datasets by a Fuzzy Ensemble. IJCCI (Selected Papers) 2012: 229-243
[c24]
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José Manuel Cadenas, María del Carmen Garrido, Raquel Martínez:
Towards an Approach to Select Features from Low Quality Datasets. IJCCI 2012: 357-366
2011
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Giovanni Acampora, José Manuel Cadenas, Roberto De Prisco, Vincenzo Loia, Enrique Muñoz Ballester, Rocco Zaccagnino:
A hybrid computational intelligence approach for automatic music composition. FUZZ-IEEE 2011: 202-209
[c22]
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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
[c21]
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José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez:
Constructing Fuzzy Partitions from Imprecise Data. IJCCI (ECTA-FCTA) 2011: 379-388
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José Manuel Cadenas, M. Carmen Garrido, Alejandro Martínez, Raquel Martínez:
Consensus operators for decision making in Fuzzy Random Forest ensemble. ISDA 2011: 1377-1382
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José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez:
Learning in a Fuzzy Random Forest ensemble from imperfect data. SMC 2011: 277-282
2010
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Giovanni Acampora, José Manuel Cadenas, Vincenzo Loia, Enrique Muñoz Ballester:
Achieving memetic adaptability by means of fuzzy decision trees. FUZZ-IEEE 2010: 1-8
[c17]
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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
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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
[c15]
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Antonio D. Masegosa, Enrique Muñoz Ballester, David A. Pelta, José Manuel Cadenas:
Using Knowledge Discovery in Cooperative Strategies: Two Case Studies. NICSO 2010: 25-38
2009
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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
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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
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Emilio Serrano, Juan A. Botía Blaya, José Manuel Cadenas:
Construction and Debugging of a Multi-Agent Based Simulation to Study Ambient Intelligence Applications. IWANN (1) 2009: 1090-1097
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Emilio Serrano, Juan A. Botía, José Manuel Cadenas:
Infrastructure for Forensic Analysis of Multi-Agent Based Simulations. PROMAS 2009: 185-200
2008
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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
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José Manuel Cadenas, M. Carmen Garrido, Enrique Muñoz Ballester:
A Cooperative System of Metaheuristics. HIS 2007: 120-125
2005
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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
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José Manuel Cadenas, M. Carmen Garrido, J. J. Hernandez:
Efficiency of the mixture model components using fuzzy integrals. SMC 2005: 1455-1460
2004
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Fernando Jiménez, Gracia Sánchez, José Manuel Cadenas, Antonio Fernandez Gómez-Skarmeta, José L. Verdegay:
Nonlinear Optimization with Fuzzy Constraints by Multi-Objective Evolutionary Algorithms. Fuzzy Days 2004: 713-722
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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
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Fernando Jiménez, Gracia Sánchez, José Manuel Cadenas, Antonio Fernandez Gómez-Skarmeta, José L. Verdegay:
A multi-objective evolutionary approach for nonlinear constrained optimization with fuzzy costs. SMC (6) 2004: 5771-5776
2003
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José Manuel Cadenas, M. Carmen Garrido, J. J. Hernandez:
Fuzzy integral in systems modeling. SMC 2003: 3182-3187
2001
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José Manuel Cadenas, M. Carmen Garrido, J. J. Hernandez:
Fuzzy modelling using fuzzy mathematical programming. EUSFLAT Conf. 2001: 10-13
1999
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Antonio Flores-Sintas, José Manuel Cadenas, Fernando Martin:
Linguistic variables determination using fuzzy clustering. EUSFLAT-ESTYLF Joint Conf. 1999: 271-274

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2019
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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
2010
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José Manuel Cadenas, Vicente Liern, Ramón Sala, José L. Verdegay:
Fuzzy Linear Programming in Practice: An Application to the Spanish Football League. Fuzzy Optimization 2010: 503-528
2008
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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
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José Manuel Cadenas, M. Carmen Garrido, Enrique Muñoz Ballester:
A Hybrid System of Nature Inspired Metaheuristics. NICSO 2007: 95-104

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2017
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Juan Julián Merelo Guervós, Agostinho C. Rosa, José Manuel Cadenas, António Dourado Correia, Kurosh Madani, António E. B. Ruano, Joaquim Filipe:
Computational Intelligence - International Joint Conference, IJCCI 2015 Lisbon, Portugal, November 12-14, 2015, Revised Selected Papers. Studies in Computational Intelligence 669, Springer 2017, ISBN 978-3-319-48504-1 [contents]
2016
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Juan Julián Merelo Guervós, Agostinho C. Rosa, José Manuel Cadenas, António Dourado, Kurosh Madani, Joaquim Filipe:
Computational Intelligence - International Joint Conference, IJCCI 2014 Rome, Italy, October 22-24, 2014 Revised Selected Papers. Studies in Computational Intelligence 620, Springer 2016, ISBN 978-3-319-26391-5 [contents]
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Juan Julián Merelo Guervós, Fernando Melício, José Manuel Cadenas, António Dourado, Kurosh Madani, António E. B. Ruano, Joaquim Filipe:
Proceedings of the 8th International Joint Conference on Computational Intelligence, IJCCI 2016, Volume 1: ECTA, Porto, Portugal, November 9-11, 2016. SciTePress 2016, ISBN 978-989-758-201-1 [contents]
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Juan Julián Merelo Guervós, Fernando Melício, José Manuel Cadenas, António Dourado, Kurosh Madani, António E. B. Ruano, Joaquim Filipe:
Proceedings of the 8th International Joint Conference on Computational Intelligence, IJCCI 2016, Volume 2: FCTA, Porto, Portugal, November 9-11, 2016. SciTePress 2016, ISBN 978-989-758-201-1 [contents]
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Juan Julián Merelo Guervós, Fernando Melício, José Manuel Cadenas, António Dourado, Kurosh Madani, António E. B. Ruano, Joaquim Filipe:
Proceedings of the 8th International Joint Conference on Computational Intelligence, IJCCI 2016, Volume 3: NCTA, Porto, Portugal, November 9-11, 2016. SciTePress 2016, ISBN 978-989-758-201-1 [contents]
2015
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Agostinho C. Rosa, Juan Julián Merelo Guervós, António Dourado, José Manuel Cadenas, Kurosh Madani, António E. B. Ruano, Joaquim Filipe:
Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015) - Volume 1: ECTA, Lisbon, Portugal, November 12-14, 2015. SciTePress 2015, ISBN 978-989-758-157-1 [contents]
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Agostinho C. Rosa, Juan Julián Merelo Guervós, António Dourado, José Manuel Cadenas, Kurosh Madani, António E. B. Ruano, Joaquim Filipe:
Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015) - Volume 2: FCTA, Lisbon, Portugal, November 12-14, 2015. SciTePress 2015, ISBN 978-989-758-157-1 [contents]
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Agostinho C. Rosa, Juan Julián Merelo Guervós, António Dourado, José Manuel Cadenas, Kurosh Madani, António E. B. Ruano, Joaquim Filipe:
Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015) - Volume 3: NCTA, Lisbon, Portugal, November 12-14, 2015. SciTePress 2015, ISBN 978-989-758-157-1 [contents]
2014
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António Dourado, José Manuel Cadenas, Joaquim Filipe:
FCTA 2014 - Proceedings of the International Conference on Fuzzy Computation Theory and Applications, part of IJCCI 2014, Rome, Italy, 22 - 24 October, 2014. SciTePress 2014, ISBN 978-989-758-053-6 [contents]

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2009
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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

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