Joaquín Abellán

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Carlos MantasUniversity of GranadaDirección de correo verificada de decsai.ugr.es
Javier García CastellanoDepartment of Computer Science and Artificial Intelligence at University of GranadaDirección de correo verificada de decsai.ugr.es
Serafín MoralDept. Computer Science and Artificial Intelligence, University of GranadaDirección de correo verificada de decsai.ugr.es
Serafín Moral-GarcíaUniversidad de GranadaDirección de correo verificada de decsai.ugr.es
Andres R. MasegosaUniversity of AalborgDirección de correo verificada de cs.aau.dk
Juan de OñaProfessor of Transportation, University of GranadaDirección de correo verificada de ugr.es
Manuel Gómez-Olmedo (mgomez at d...Department of Computer Science and Artificial Intelligence, Universidad de GranadaDirección de correo verificada de decsai.ugr.es
Frank CoolenProfessor of Statistics, Durham UniversityDirección de correo verificada de durham.ac.uk
Alfonso MontellaUniversità di Napoli Federico IIDirección de correo verificada de unina.it
Eloi BossePolytechnic of MontrealDirección de correo verificada de polymtl.ca
Andrés CanoDepartment of Computer Science and Artificial Intelligence, University of GranadaDirección de correo verificada de decsai.ugr.es
Tahani Coolen-MaturiProfessor, Department of Mathematical Science, Durham University, UKDirección de correo verificada de durham.ac.uk

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Joaquín Abellán

Profesor del departamento de Ciencias de la Computación e Inteligencia Artificial (UGR)

Dirección de correo verificada de decsai.ugr.es

Information Theory Imprecise Probabilities Uncertainty Measures Data Mining


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Analysis of traffic accident severity using decision rules via decision trees J Abellán, G López, J De OñA Expert Systems with Applications 40 (15), 6047-6054, 2013	335	2013
A comparative study on base classifiers in ensemble methods for credit scoring J Abellán, JG Castellano Expert systems with applications 73, 1-10, 2017	314	2017
Improving experimental studies about ensembles of classifiers for bankruptcy prediction and credit scoring J Abellán, CJ Mantas Expert Systems with Applications 41 (8), 3825-3830, 2014	218	2014
Credal-C4. 5: Decision tree based on imprecise probabilities to classify noisy data CJ Mantas, J Abellan Expert Systems with Applications 41 (10), 4625-4637, 2014	192	2014
Extracting decision rules from police accident reports through decision trees J de Oña, G López, J Abellán Accident Analysis & Prevention 50, 1151-1160, 2013	169	2013
Building classification trees using the total uncertainty criterion J Abellán, S Moral International Journal of Intelligent Systems 18 (12), 1215-1225, 2003	166	2003
A comparison of random forest based algorithms: random credal random forest versus oblique random forest CJ Mantas, JG Castellano, S Moral-García, J Abellán Soft Computing 23, 10739-10754, 2019	100	2019
Analyzing properties of Deng entropy in the theory of evidence J Abellán Chaos, Solitons & Fractals 95, 195-199, 2017	99	2017
Requirements for total uncertainty measures in Dempster–Shafer theory of evidence J Abellán, A Masegosa International journal of general systems 37 (6), 733-747, 2008	99	2008
Maximum of entropy for credal sets J Abellan, S Moral International journal of uncertainty, fuzziness and knowledge-based systems …, 2003	94	2003
A non-specificity measure for convex sets of probability distributions J Abellán, S Moral International journal of uncertainty, fuzziness and knowledge-based systems …, 2000	90	2000
Upper entropy of credal sets. Applications to credal classification J Abellán, S Moral International Journal of Approximate Reasoning 39 (2-3), 235-255, 2005	88	2005
A random forest approach using imprecise probabilities J Abellán, CJ Mantas, JG Castellano Knowledge-Based Systems 134, 72-84, 2017	80	2017
Bagging decision trees on data sets with classification noise J Abellán, AR Masegosa International Symposium on Foundations of Information and Knowledge Systems …, 2010	78	2010
Disaggregated total uncertainty measure for credal sets J Abellán, GJ Klir, S Moral International Journal of General Systems 35 (1), 29-44, 2006	78	2006
Bagging schemes on the presence of class noise in classification J Abellán, AR Masegosa Expert Systems with Applications 39 (8), 6827-6837, 2012	75	2012
Some Variations on the PC Algorithm. J Abellán, M Gómez-Olmedo, S Moral Probabilistic graphical models, 1-8, 2006	73	2006
Uncertainty measures on probability intervals from the imprecise Dirichlet model J Abellán International Journal of General Systems 35 (5), 509-528, 2006	69	2006
Improving the Naive Bayes classifier via a quick variable selection method using maximum of entropy J Abellán, JG Castellano Entropy 19 (6), 247, 2017	67	2017
An ensemble method using credal decision trees J Abellan, AR Masegosa European journal of operational research 205 (1), 218-226, 2010	64	2010

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