Alberto Fernández

	2012
75		Victoria López, Alberto Fernández, María José del Jesús, Francisco Herrera: Cost Sensitive and Preprocessing for Classification with Imbalanced Data-sets: Similar Behaviour and Potential Hybridizations. ICPRAM (2) 2012: 98-107
74		Victoria López, Alberto Fernández, Jose G. Moreno-Torres, Francisco Herrera: Analysis of preprocessing vs. cost-sensitive learning for imbalanced classification. Open problems on intrinsic data characteristics. Expert Syst. Appl. 39(7): 6585-6608 (2012)
73		Alberto Fernández, Zijie Cong, Analay Baltá: Bridging the gap between service description models in service matchmaking. Multiagent and Grid Systems 8(1): 83-103 (2012)
	2011
72		Pedro Villar, Alberto Fernández, Francisco Herrera: Studying the behavior of a multiobjective genetic algorithm to design fuzzy rule-based classification systems for imbalanced data-sets. FUZZ-IEEE 2011: 1239-1246
71		José Antonio Sanz, Humberto Bustince Sola, Alberto Fernández, Francisco Herrera: On the cooperation of interval-valued fuzzy sets and genetic tuning to improve the performance of fuzzy decision trees. FUZZ-IEEE 2011: 1247-1254
70		Alberto Fernández, Salvador García, Francisco Herrera: Addressing the Classification with Imbalanced Data: Open Problems and New Challenges on Class Distribution. HAIS (1) 2011: 1-10
69		Jürgen Dunkel, Alberto Fernández, Rubén Ortiz, Sascha Ossowski: Event-driven architecture for decision support in traffic management systems. Expert Syst. Appl. 38(6): 6530-6539 (2011)
68		Alberto Fernández, Sascha Ossowski: A Multiagent Approach to the Dynamic Enactment of Semantic Transportation Services. IEEE Transactions on Intelligent Transportation Systems 12(2): 333-342 (2011)
67		Josean Sanz, Alberto Fernández, Humberto Bustince Sola, Francisco Herrera: A genetic tuning to improve the performance of Fuzzy Rule-Based Classification Systems with Interval-Valued Fuzzy Sets: Degree of ignorance and lateral position. Int. J. Approx. Reasoning 52(6): 751-766 (2011)
66		Holger Billhardt, Roberto Centeno, Carlos E. Cuesta, Alberto Fernández, Ramón Hermoso, Rubén Ortiz, Sascha Ossowski, J. Santiago Pérez-Sotelo, Matteo Vasirani: Organisational structures in next-generation distributed systems: Towards a technology of agreement. Multiagent and Grid Systems 7(2-3): 109-125 (2011)
65		Jesús Alcalá-Fdez, Alberto Fernández, Julián Luengo, Joaquín Derrac, Salvador García: KEEL Data-Mining Software Tool: Data Set Repository, Integration of Algorithms and Experimental Analysis Framework. Multiple-Valued Logic and Soft Computing 17(2-3): 255-287 (2011)
64		Alberto Fernández, Marcos Ríos-Lago, Daniel E. Abásolo, Roberto Hornero, Juan Alvarez-Linera, Nuria Paul, Fernando Maestú, Tomás Ortiz: The correlation between white-matter microstructure and the complexity of spontaneous brain activity: A difussion tensor imaging-MEG study. NeuroImage 57(4): 1300-1307 (2011)
63		Mikel Galar, Alberto Fernández, Edurne Barrenechea Tartas, Humberto Bustince Sola, Francisco Herrera: An overview of ensemble methods for binary classifiers in multi-class problems: Experimental study on one-vs-one and one-vs-all schemes. Pattern Recognition 44(8): 1761-1776 (2011)
62		Julián Luengo, Alberto Fernández, Salvador García, Francisco Herrera: Addressing data complexity for imbalanced data sets: analysis of SMOTE-based oversampling and evolutionary undersampling. Soft Comput. 15(10): 1909-1936 (2011)
	2010
61		José Antonio Sanz, Alberto Fernández, Humberto Bustince Sola, Francisco Herrera: A genetic algorithm for tuning fuzzy rule-based classification systems with Interval-Valued Fuzzy Sets. FUZZ-IEEE 2010: 1-3
60		Alberto Fernández, María José del Jesús, Francisco Herrera: Multi-class Imbalanced Data-Sets with Linguistic Fuzzy Rule Based Classification Systems Based on Pairwise Learning. IPMU 2010: 89-98
59		Pedro Villar, Alberto Fernández, Francisco Herrera: A Genetic Algorithm for Feature Selection and Granularity Learning in Fuzzy Rule-Based Classification Systems for Highly Imbalanced Data-Sets. IPMU (1) 2010: 741-750
58		Victoria López, Alberto Fernández, Francisco Herrera: A first approach for cost-sensitive classification with linguistic Genetic Fuzzy Systems in imbalanced data-sets. ISDA 2010: 676-681
57		Alberto Fernández, María Calderón, Edurne Barrenechea Tartas, Humberto Bustince Sola, Francisco Herrera: Solving multi-class problems with linguistic fuzzy rule based classification systems based on pairwise learning and preference relations. Fuzzy Sets and Systems 161(23): 3064-3080 (2010)
56		Alberto Fernández, Salvador García, Julián Luengo, Ester Bernadó-Mansilla, Francisco Herrera: Genetics-Based Machine Learning for Rule Induction: State of the Art, Taxonomy, and Comparative Study. IEEE Trans. Evolutionary Computation 14(6): 913-941 (2010)
55		Salvador García, Alberto Fernández, Julián Luengo, Francisco Herrera: Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: Experimental analysis of power. Inf. Sci. 180(10): 2044-2064 (2010)
54		José Antonio Sanz, Alberto Fernández, Humberto Bustince Sola, Francisco Herrera: Improving the performance of fuzzy rule-based classification systems with interval-valued fuzzy sets and genetic amplitude tuning. Inf. Sci. 180(19): 3674-3685 (2010)
53		Alberto Fernández, María José del Jesús, Francisco Herrera: On the 2-tuples based genetic tuning performance for fuzzy rule based classification systems in imbalanced data-sets. Inf. Sci. 180(8): 1268-1291 (2010)
52		M. Dolores Pérez-Godoy, Alberto Fernández, Antonio Jesús Rivera Rivas, María José del Jesús: Analysis of an evolutionary RBFN design algorithm, CO2RBFN, for imbalanced data sets. Pattern Recognition Letters 31(15): 2375-2388 (2010)
	2009
51		Pedro Villar, Alberto Fernández, Francisco Herrera: A genetic learning of the fuzzy rule-based classification system granularity for highly imbalanced data-sets. FUZZ-IEEE 2009: 1689-1694
50		Josean Sanz, Alberto Fernández, Humberto Bustince Sola, Francisco Herrera: A First Study on the Use of Interval-Valued Fuzzy Sets with Genetic Tuning for Classification with Imbalanced Data-Sets. HAIS 2009: 581-588
49		Jürgen Dunkel, Alberto Fernández, Rubén Ortiz, Sascha Ossowski: Injecting Semantics into Event-driven Architectures. ICEIS (1) 2009: 70-75
48		Alberto Fernández, Julián Luengo, Joaquín Derrac, Jesús Alcalá-Fdez, Francisco Herrera: Implementation and Integration of Algorithms into the KEEL Data-Mining Software Tool. IDEAL 2009: 562-569
47		Alberto Fernández, Francisco José Berlanga, María José del Jesús, Francisco Herrera: Genetic Cooperative-Competitive Fuzzy Rule Based Learning Method using Genetic Programming for Highly Imbalanced Data-Sets. IFSA/EUSFLAT Conf. 2009: 42-47
46		Julián Luengo, Alberto Fernández, Salvador García, Francisco Herrera: Addressing Data-Complexity for Imbalanced Data-Sets: A Preliminary Study on the Use of Preprocessing for C4.5. ISDA 2009: 523-528
45		Alberto Fernández, María José del Jesús, Francisco Herrera: Improving the Performance of Fuzzy Rule Based Classification Systems for Highly Imbalanced Data-Sets Using an Evolutionary Adaptive Inference System. IWANN (1) 2009: 294-301
44		Roberto Centeno, Moser Silva Fagundes, Holger Billhardt, Sascha Ossowski, Juan M. Corchado, Vicente Julián, Alberto Fernández: An Organisation-Based Multiagent System for Medical Emergency Assistance. IWANN (1) 2009: 561-568
43		M. Dolores Pérez-Godoy, Antonio Jesús Rivera Rivas, Alberto Fernández, María José del Jesús, Francisco Herrera: A Preliminar Analysis of CO2RBFN in Imbalanced Problems. IWANN (1) 2009: 57-64
42		Sara Rodríguez, Alberto Fernández, Vicente Julián, Juan M. Corchado, Sascha Ossowski, Vicente J. Botti: THOMAS-MALL: A Multiagent System for Shopping and Guidance in Malls. IWANN (1) 2009: 594-601
41		Miguel Rebollo, Adriana Giret, Estefania Argente, Carlos Carrascosa, Juan M. Corchado, Alberto Fernández, Vicente Julián: On the Road to an Abstract Architecture for Open Virtual Organizations. IWANN (1) 2009: 642-650
40		Salvador García, Alberto Fernández, Francisco Herrera: Enhancing the effectiveness and interpretability of decision tree and rule induction classifiers with evolutionary training set selection over imbalanced problems. Appl. Soft Comput. 9(4): 1304-1314 (2009)
39		Alberto Fernández, María José del Jesús, Francisco Herrera: On the influence of an adaptive inference system in fuzzy rule based classification systems for imbalanced data-sets. Expert Syst. Appl. 36(6): 9805-9812 (2009)
38		Alberto Fernández, María José del Jesús, Francisco Herrera: Hierarchical fuzzy rule based classification systems with genetic rule selection for imbalanced data-sets. Int. J. Approx. Reasoning 50(3): 561-577 (2009)
37		Salvador García, Alberto Fernández, Julián Luengo, Francisco Herrera: A study of statistical techniques and performance measures for genetics-based machine learning: accuracy and interpretability. Soft Comput. 13(10): 959-977 (2009)
	2008
36		Alberto Fernández, Sascha Ossowski: Exploiting organisational information for service coordination in multiagent systems. AAMAS (1) 2008: 257-264
35		Alberto Fernández, María José del Jesús, Francisco Herrera: A Short Study on the Use of Genetic 2-Tuples Tuning for Fuzzy Rule Based Classification Systems in Imbalanced Data-Sets. HIS 2008: 483-488
34		Holger Billhardt, Roberto Centeno, Alberto Fernández, Ramón Hermoso, Rubén Ortiz, Sascha Ossowski, Matteo Vasirani: On the Relevance of Organizational Structures for a Technology of Agreement. OTM Workshops 2008: 138-149
33		Alberto Fernández, Conor Hayes, Nikos Loutas, Vassilios Peristeras, Axel Polleres, Konstantinos A. Tarabanis: Closing the Service Discovery Gap by Collaborative Tagging and Clustering Techniques. SMRR 2008
32		Javier Escudero, Roberto Hornero, Jesús Poza, Daniel E. Abásolo, Alberto Fernández: Assessment of classification improvement in patients with Alzheimer's disease based on magnetoencephalogram blind source separation. Artificial Intelligence in Medicine 43(1): 75-85 (2008)
31		Jesús Poza, Roberto Hornero, Daniel E. Abásolo, Alberto Fernández, Agustín Mayo: Evaluation of spectral ratio measures from spontaneous MEG recordings in patients with Alzheimer's disease. Computer Methods and Programs in Biomedicine 90(2): 137-147 (2008)
30		Alberto Fernández, Salvador García, María José del Jesús, Francisco Herrera: A study of the behaviour of linguistic fuzzy rule based classification systems in the framework of imbalanced data-sets. Fuzzy Sets and Systems 159(18): 2378-2398 (2008)
29		Alberto Fernández, Sergio Gómez: Solving Non-Uniqueness in Agglomerative Hierarchical Clustering Using Multidendrograms. J. Classification 25(1): 43-65 (2008)
	2007
28		Alberto Fernández, Sascha Ossowski: Filters for semantic service composition in service-oriented multiagent systems. AAMAS 2007: 140
27		Alex Arenas, Alberto Fernández, Sergio Gómez: A Complex Network Approach to the Determination of Functional Groups in the Neural System of C. Elegans. BIOWIRE 2007: 9-18
26		Alberto Fernández, Salvador García, María José del Jesús, Francisco Herrera: A Study on the Use of the Fuzzy Reasoning Method Based on the Winning Rule vs. Voting Procedure for Classification with Imbalanced Data Sets. IWANN 2007: 375-382
25		Alberto Fernández, Axel Polleres, Sascha Ossowski: Towards Fine-grained Service Matchmaking by Using Concept Similarity. SMRR 2007
24		Alberto Fernández, Matteo Vasirani, César Cáceres, Sascha Ossowski: A Role-Based Support Mechanism for Service Description and Discovery. SOCASE 2007: 132-146
23		Alberto Fernández, Sascha Ossowski: Semantic Service Composition in Service-Oriented Multiagent Systems: A Filtering Approach. SOCASE 2007: 78-91
22		Alberto Fernández, Salvador García, Francisco Herrera, María José del Jesús: An Analysis of the Rule Weights and Fuzzy Reasoning Methods for Linguistic Rule Based Classification Systems Applied to Problems with Highly Imbalanced Data Sets. WILF 2007: 170-178
21		Alex Arenas, Alberto Fernández, Sergio Gómez: Multiple resolution of the modular structure of complex networks CoRR abs/physics/0703218: (2007)
20		Carlos Gómez, Roberto Hornero, Daniel E. Abásolo, Alberto Fernández, Javier Escudero: Analysis of the magnetoencephalogram background activity in Alzheimer's disease patients with auto-mutual information. Computer Methods and Programs in Biomedicine 87(3): 239-247 (2007)
19		Alberto Fernández, Sergio Gómez: Portfolio selection using neural networks. Computers & OR 34(4): 1177-1191 (2007)
18		Alberto Fernández, Sascha Ossowski: Exploiting Organizational Models for Semantic Service Description, .. ERCIM News 2007(70): (2007)
	2006
17		César Cáceres, Alberto Fernández, Sascha Ossowski, Matteo Vasirani: An Abstract Architecture for Service Coordination in IP2P Environments. Computer Supported Acitivity Coordination 2006: 13-22
16		Federico Bergenti, César Cáceres, Alberto Fernández, Nadine Fröhlich, Heikki Helin, Oliver Keller, Ari Kinnunen, Matthias Klusch, Heimo Laamanen, António Lopes, Sascha Ossowski, Heiko Schuldt, Michael Schumacher: Context-aware Service Coordination for Mobile e-Health Applications. ECEH 2006: 119-130
15		Alberto Fernández, Matteo Vasirani, César Cáceres, Sascha Ossowski: Role-based Service Description and Discovery. EUMAS 2006
14		César Cáceres, Alberto Fernández, Sascha Ossowski, Matteo Vasirani: The CASCOM Abstract Architecture for Semantic Service Discovery and Coordination in IP2P Environments. ICEIS (4) 2006: 205-208
13		Salvador García, José Ramón Cano, Alberto Fernández, Francisco Herrera: A Proposal of Evolutionary Prototype Selection for Class Imbalance Problems. IDEAL 2006: 1415-1423
12		César Cáceres, Alberto Fernández, Sascha Ossowski, Matteo Vasirani: An abstract architecture for semantic service coordination in agent-based intelligent peer-to-peer environments. SAC 2006: 447-448
11		Alberto Fernández, Sergio Gómez: Solving non-uniqueness in agglomerative hierarchical clustering using multidendrograms CoRR abs/cs/0608049: (2006)
10		César Cáceres, Alberto Fernández, Sascha Ossowski, Matteo Vasirani: Agent-Based Semantic Service Discovery for Healthcare: An Organizational Approach. IEEE Intelligent Systems 21(6): 11-20 (2006)
	2005
9		Alberto Fernández, Sergio Gómez: A Hopfield Network for the Portfolio Selection Problem. CCIA 2005: 17-24
8		Heikki Helin, Matthias Klusch, António Lopes, Alberto Fernández, Michael Schumacher, Heiko Schuldt, Federico Bergenti, Ari Kinnunen: CASCOM: Context-Aware Service Co-ordination in Mobile P2P Environments. MATES 2005: 242-243
7		María-Victoria Belmonte, José-Luis Pérez-de-la-Cruz, Francisco Triguero Ruiz, Alberto Fernández: Agent coordination for bus fleet management. SAC 2005: 462-466
6		Alberto Fernández, Sergio Gómez: Portfolio selection using neural networks CoRR abs/cs/0501005: (2005)
	2004
5		Sascha Ossowski, Alberto Fernández, Juan Manuel Serrano, José-Luis Pérez-de-la-Cruz, María-Victoria Belmonte, Josefa Z. Hernández, Ana García-Serrano, José-Manuel Maseda: Designing Multiagent Decision Support System - The Case of Transportation Management. AAMAS 2004: 1470-1471
4		Sascha Ossowski, Josefa Z. Hernández, María-Victoria Belmonte, José-Manuel Maseda, Alberto Fernández, Ana García-Serrano, Francisco Triguero Ruiz, Juan Manuel Serrano, José-Luis Pérez-de-la-Cruz: Multi-Agent Systems For Decision Support: A Case Study In The Transportation Management Domain. Applied Artificial Intelligence 18(9-10): 779-795 (2004)
	2003
3		Juan Manuel Serrano, Sascha Ossowski, Alberto Fernández: The Pragmatics of Software Agents: Analysis and Design of Agent Communication Languages. AgentLink 2003: 234-273
2		Sascha Ossowski, José-Luis Pérez-de-la-Cruz, Josefa Z. Hernández, José-Manuel Maseda, Alberto Fernández, María-Victoria Belmonte, Ana García-Serrano, Juan Manuel Serrano, Rafael León, Francesco Carbone: Towards a Generic Multiagent Model for Decision Support: Two Case Studies. CAEPIA 2003: 597-607
	2002
1		Sascha Ossowski, Josefa Z. Hernández, Carlos Angel Iglesias, Alberto Fernández: Engineering Agent Systems for Decision Support. ESAW 2002: 184-198

Coauthor Index

1	Daniel E. Abásolo	[20] [31] [32] [64]
2	Jesús Alcalá-Fdez	[48] [65]
3	Juan Alvarez-Linera	[64]
4	Alex Arenas	[21] [27]
5	Estefania Argente	[41]
6	Analay Baltá	[73]
7	María-Victoria Belmonte	[2] [4] [5] [7]
8	Federico Bergenti	[8] [16]
9	Francisco José Berlanga	[47]
10	Ester Bernadó-Mansilla (Ester Bernadó i Mansilla)	[56]
11	Holger Billhardt	[34] [44] [66]
12	Vicente J. Botti	[42]
13	César Cáceres	[10] [12] [14] [15] [16] [17] [24]
14	María Calderón	[57]
15	José Ramón Cano	[13]
16	Francesco Carbone	[2]
17	Carlos Carrascosa	[41]
18	Roberto Centeno	[34] [44] [66]
19	Zijie Cong	[73]
20	Juan M. Corchado (Juan M. Corchado Rodríguez)	[41] [42] [44]
21	Carlos E. Cuesta (Carlos Enrique Cuesta Quintero)	[66]
22	Joaquín Derrac	[48] [65]
23	Jürgen Dunkel	[49] [69]
24	Javier Escudero	[20] [32]
25	Moser Silva Fagundes	[44]
26	Nadine Fröhlich	[16]
27	Mikel Galar	[63]
28	Salvador García	[13] [22] [26] [30] [37] [40] [46] [55] [56] [62] [65] [70]
29	Ana M. García-Serrano (Ana García-Serrano)	[2] [4] [5]
30	Adriana Giret	[41]
31	Carlos Gómez	[20]
32	Sergio Gómez	[6] [9] [11] [19] [21] [27] [29]
33	Conor Hayes	[33]
34	Heikki Helin	[8] [16]
35	Ramón Hermoso	[34] [66]
36	Josefa Z. Hernández	[1] [2] [4] [5]
37	Francisco Herrera	[13] [22] [26] [30] [35] [37] [38] [39] [40] [43] [45] [46] [47] [48] [50] [51] [53] [54] [55] [56] [57] [58] [59] [60] [61] [62] [63] [67] [70] [71] [72] [74] [75]
38	Roberto Hornero	[20] [31] [32] [64]
39	Carlos Angel Iglesias	[1]
40	María José del Jesús	[22] [26] [30] [35] [38] [39] [43] [45] [47] [52] [53] [60] [75]
41	Vicente Julián	[41] [42] [44]
42	Oliver Keller	[16]
43	Ari Kinnunen	[8] [16]
44	Matthias Klusch	[8] [16]
45	Heimo Laamanen	[16]
46	Rafael León	[2]
47	António Lopes	[8] [16]
48	Victoria López	[58] [74] [75]
49	Nikos Loutas (Nikolaos Loutas)	[33]
50	Julián Luengo	[37] [46] [48] [55] [56] [62] [65]
51	Fernando Maestú	[64]
52	José-Manuel Maseda	[2] [4] [5]
53	Agustín Mayo	[31]
54	Jose G. Moreno-Torres	[74]
55	Rubén Ortiz	[34] [49] [66] [69]
56	Tomás Ortiz	[64]
57	Sascha Ossowski	[1] [2] [3] [4] [5] [10] [12] [14] [15] [16] [17] [18] [23] [24] [25] [28] [34] [36] [42] [44] [49] [66] [68] [69]
58	Nuria Paul	[64]
59	M. Dolores Pérez-Godoy	[43] [52]
60	J. Santiago Pérez-Sotelo	[66]
61	José-Luis Pérez-de-la-Cruz	[2] [4] [5] [7]
62	Vassilios Peristeras	[33]
63	Axel Polleres	[25] [33]
64	Jesús Poza	[31] [32]
65	Miguel Rebollo (Miguel Rebollo Pedruelo)	[41]
66	Marcos Ríos-Lago	[64]
67	Antonio Jesús Rivera Rivas	[43] [52]
68	Sara Rodríguez (Sara Rodríguez-González)	[42]
69	Francisco Triguero Ruiz	[4] [7]
70	José Antonio Sanz	[54] [61] [71]
71	Josean Sanz	[50] [67]
72	Heiko Schuldt	[8] [16]
73	Michael Schumacher	[8] [16]
74	Juan Manuel Serrano	[2] [3] [4] [5]
75	Humberto Bustince Sola	[50] [54] [57] [61] [63] [67] [71]
76	Konstantinos A. Tarabanis	[33]
77	Edurne Barrenechea Tartas	[57] [63]
78	Matteo Vasirani	[10] [12] [14] [15] [17] [24] [34] [66]
79	Pedro Villar	[51] [59] [72]

Colors in the list of coauthors

Last update Wed May 30 22:34:44 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page