default search action
Francisco Javier García Castellano
Person information
- affiliation: Universidad de Granada, Spain
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2022
- [j23]Serafín Moral-García, Carlos Javier Mantas, Javier G. Castellano
, Joaquín Abellán:
Using Credal C4.5 for Calibrated Label Ranking in Multi-Label Classification. Int. J. Approx. Reason. 147: 60-77 (2022) - [j22]Serafín Moral-García, Javier G. Castellano
A new label ordering method in Classifier Chains based on imprecise probabilities. Neurocomputing 487: 34-45 (2022) - [j21]Serafín Moral-García, Javier G. Castellano
Using extreme prior probabilities on the Naive Credal Classifier. Knowl. Based Syst. 237: 107707 (2022) - 2021
- [j20]Javier G. Castellano
A Decision Support Tool for Credit Domains: Bayesian Network with a Variable Selector Based on Imprecise Probabilities. Int. J. Fuzzy Syst. 23(7): 2004-2020 (2021) - [c11]Serafín Moral-García, Francisco Javier García Castellano, Carlos Javier Mantas, Joaquín Abellán:
Using Credal C4.5 for Calibrated Label Ranking in Multi-Label Classification. ISIPTA 2021: 220-228 - 2020
- [j19]Serafín Moral-García, Carlos Javier Mantas, Javier G. Castellano
Non-parametric predictive inference for solving multi-label classification. Appl. Soft Comput. 88: 106011 (2020) - [j18]Serafín Moral-García, Carlos Javier Mantas, Javier G. Castellano
Bagging of credal decision trees for imprecise classification. Expert Syst. Appl. 141 (2020) - [j17]Javier G. Castellano
On the Use of m-Probability-Estimation and Imprecise Probabilities in the Naïve Bayes Classifier. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 28(4): 661-682 (2020) - [c10]Serafín Moral, Carlos Javier Mantas, Javier G. Castellano, Joaquín Abellán:
Imprecise Classification with Non-parametric Predictive Inference. IPMU (2) 2020: 53-66
2010 – 2019
- 2019
- [j16]Serafín Moral-García
Decision Tree Ensemble Method for Analyzing Traffic Accidents of Novice Drivers in Urban Areas. Entropy 21(4): 360 (2019) - [j15]Serafín Moral-García, Carlos Javier Mantas, Javier G. Castellano, Joaquín Abellán:
Ensemble of classifier chains and Credal C4.5 for solving multi-label classification. Prog. Artif. Intell. 8(2): 195-213 (2019) - [j14]Carlos Javier Mantas, Javier G. Castellano
A comparison of random forest based algorithms: random credal random forest versus oblique random forest. Soft Comput. 23(21): 10739-10754 (2019) - 2018
- [j13]Joaquín Abellán, Carlos Javier Mantas, Javier G. Castellano:
AdaptativeCC4.5: Credal C4.5 with a rough class noise estimator. Expert Syst. Appl. 92: 363-379 (2018) - [j12]Joaquín Abellán, Carlos Javier Mantas, Javier G. Castellano, Serafín Moral:
Increasing diversity in random forest learning algorithm via imprecise probabilities. Expert Syst. Appl. 97: 228-243 (2018) - [j11]Serafín Moral-García, Carlos Javier Mantas, Javier G. Castellano
Using Credal-C4.5 with Binary Relevance for Multi-Label Classification. J. Intell. Fuzzy Syst. 35(6): 6501-6512 (2018) - [c9]Carlos Javier Mantas, Joaquín Abellán, Javier G. Castellano, José Ramón Cano, Serafín Moral:
Credal C4.5 with Refinement of Parameters. IPMU (3) 2018: 739-747 - 2017
- [j10]Joaquín Abellán
A New Robust Classifier on Noise Domains: Bagging of Credal C4.5 Trees. Complex. 2017: 9023970:1-9023970:17 (2017) - [j9]Joaquín Abellán, Javier G. Castellano:
Improving the Naive Bayes Classifier via a Quick Variable Selection Method Using Maximum of Entropy. Entropy 19(6): 247 (2017) - [j8]Joaquín Abellán, Javier G. Castellano
A comparative study on base classifiers in ensemble methods for credit scoring. Expert Syst. Appl. 73: 1-10 (2017) - [j7]Joaquín Abellán
Extraction of decision rules via imprecise probabilities. Int. J. Gen. Syst. 46(4): 313-331 (2017) - [j6]Joaquín Abellán, Carlos Javier Mantas, Javier G. Castellano:
A Random Forest approach using imprecise probabilities. Knowl. Based Syst. 134: 72-84 (2017) - 2016
- [j5]Carlos Javier Mantas, Joaquín Abellán, Javier G. Castellano
Analysis of Credal-C4.5 for classification in noisy domains. Expert Syst. Appl. 61: 314-326 (2016) - 2014
- [c8]Griselda López
Using Imprecise Probabilities to Extract Decision Rules via Decision Trees for Analysis of Traffic Accidents. RSCTC 2014: 288-298 - 2011
- [c7]Luis M. de Campos
Bayesian networks classifiers for gene-expression data. ISDA 2011: 1200-1206
2000 – 2009
- 2007
- [j4]Luis M. de Campos
Bayesian network learning algorithms using structural restrictions. Int. J. Approx. Reason. 45(2): 233-254 (2007) - 2006
- [i1]Pedro Ángel Castillo Valdivieso, Maribel García Arenas, Francisco Javier García Castellano, Juan Julián Merelo Guervós, Alberto Prieto, Víctor M. Rivas, Gustavo Romero:
Lamarckian Evolution and the Baldwin Effect in Evolutionary Neural Networks. CoRR abs/cs/0603004 (2006) - 2005
- [j3]Silvia Acid, Luis M. de Campos, Francisco Javier García Castellano:
Learning Bayesian Network Classifiers: Searching in a Space of Partially Directed Acyclic Graphs. Mach. Learn. 59(3): 213-235 (2005) - [c6]Luis M. de Campos
On the Use of Restrictions for Learning Bayesian Networks. ECSQARU 2005: 174-185 - [c5]Andrés Cano
Selective Gaussian Naïve Bayes Model for Diffuse Large-B-Cell Lymphoma Classification: Some Improvements in Preprocessing and Variable Elimination. ECSQARU 2005: 908-920 - [c4]Andrés Cano
Methods to Determine the Branching Attribute in Bayesian Multinets Classifiers. ECSQARU 2005: 932-943 - 2004
- [j2]Víctor Manuel Rivas Santos
Evolving RBF neural networks for time-series forecasting with EvRBF. Inf. Sci. 165(3-4): 207-220 (2004) - 2002
- [c3]Gustavo Romero, Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso
Genetic Algorithm Visualization Using Self-organizing Maps. PPSN 2002: 442-451 - [c2]Pedro Ángel Castillo Valdivieso
Optimisation of Multilayer Perceptrons Using a Distributed Evolutionary Algorithm with SOAP. PPSN 2002: 676-688 - 2001
- [j1]Pedro Ángel Castillo Valdivieso, Francisco Javier García Castellano, Juan Julián Merelo Guervós, Alberto Prieto:
Diseño de Redes Neuronales Artificiales mediante Algoritmos Evolutivos. Inteligencia Artif. 5(14): 2-32 (2001) - 2000
- [c1]Gustavo Romero, Maribel García Arenas
Evolutionary Computation Visualization: Application to G-PROP. PPSN 2000: 902-912
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-06-19 21:53 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: