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1

Improving experimental studies about ensembles of classifiers for bankruptcy prediction and credit scoring

Abellán, Joaquín, Mantas, Carlos J.

Journal:

Expert Systems with Applications

Year:

2014

Language:

english

File:

PDF, 593 KB

english, 2014

2

Analysis of traffic accident severity using Decision Rules via Decision Trees

Abellán, Joaquín, López, Griselda, de Oña, Juan

Journal:

Expert Systems with Applications

Year:

2013

Language:

english

File:

PDF, 734 KB

english, 2013

3

Upper entropy of credal sets. Applications to credal classification

Joaquín Abellán, Serafín Moral

Journal:

International Journal of Approximate Reasoning

Year:

2005

Language:

english

File:

PDF, 299 KB

english, 2005

4

Analyzing properties of Deng entropy in the theory of evidence

Abellán, Joaquín

Journal:

Chaos, Solitons & Fractals

Year:

2017

Language:

english

File:

PDF, 374 KB

english, 2017

5

Extraction of decision rules via imprecise probabilities

Abellán, Joaquín, López, Griselda, Garach, Laura, Castellano, Javier G.

Journal:

International Journal of General Systems

Year:

2017

Language:

english

File:

PDF, 1.66 MB

english, 2017

6

Using Decision Trees to Extract Decision Rules from Police Reports on Road Accidents

Griselda, López, Juan, De Oña, Joaquín, Abellán

Journal:

Procedia - Social and Behavioral Sciences

Year:

2012

Language:

english

File:

PDF, 495 KB

english, 2012

7

Hill-climbing and branch-and-bound algorithms for exact and approximate inference in credal networks

Andrés Cano, Manuel Gómez, Serafín Moral, Joaquín Abellán

Journal:

International Journal of Approximate Reasoning

Year:

2007

Language:

english

File:

PDF, 399 KB

english, 2007

8

Wastewater Treatment and Water Reuse in Spain. Current Situation and Perspectives

Jodar-Abellan, Antonio, López-Ortiz, María Inmaculada, Melgarejo-Moreno, Joaquín

Journal:

Year:

2019

Language:

english

File:

PDF, 3.18 MB

english, 2019

9

MAXIMUM OF ENTROPY FOR CREDAL SETS

ABELLAN, JOAQUIN, MORAL, SERAFIN

Journal:

International Journal of Uncertainty Fuzziness and Knowledge-Based Systems

Year:

2003

Language:

english

File:

PDF, 448 KB

english, 2003

10

Bagging of credal decision trees for imprecise classification

Moral-García, S., Mantas, Carlos J., Castellano, Javier G., Benítez, María D., Abellán, Joaquín

Journal:

Expert Systems with Applications

Year:

2020

Language:

english

File:

PDF, 776 KB

english, 2020

11

Extracting decision rules from police accident reports through decision trees

de Oña, Juan, López, Griselda, Abellán, Joaquín

Journal:

Accident Analysis & Prevention

Year:

2013

Language:

english

File:

PDF, 874 KB

english, 2013

12

Ensembles of decision trees based on imprecise probabilities and uncertainty measures

Abellán, Joaquín

Journal:

Information Fusion

Year:

2013

Language:

english

File:

PDF, 311 KB

english, 2013

13

Requirements for total uncertainty measures in Dempster–Shafer theory of evidence

Abellán, Joaquín, Masegosa, Andrés

Journal:

International Journal of General Systems

Year:

2008

Language:

english

File:

PDF, 181 KB

english, 2008

14

Building classification trees using the total uncertainty criterion

Joaquín Abellán, Serafín Moral

Journal:

International Journal of Intelligent Systems

Year:

2003

Language:

english

File:

PDF, 90 KB

english, 2003

15

Analysis and extension of decision trees based on imprecise probabilities: Application on noisy data

Mantas, Carlos J., Abellán, Joaquín

Journal:

Expert Systems with Applications

Year:

2014

Language:

english

File:

PDF, 675 KB

english, 2014

16

IMPRECISE CLASSIFICATION WITH CREDAL DECISION TREES

ABELLÁN, JOAQUÍN, MASEGOSA, ANDRÉS R.

Journal:

International Journal of Uncertainty Fuzziness and Knowledge-Based Systems

Year:

2012

Language:

english

File:

PDF, 339 KB

english, 2012

17

COMPLETING A TOTAL UNCERTAINTY MEASURE IN THE DEMPSTER-SHAFER THEORY

ABELLÁN, JOAQUÍN, MORAL, SERAFÍN

Journal:

International Journal of General Systems

Year:

1999

Language:

english

File:

PDF, 394 KB

english, 1999

18

Remarks on “A new non-specificity measure in evidence theory based on belief intervals”

ABELLÁN, Joaquín

Journal:

Chinese Journal of Aeronautics

Year:

2017

Language:

english

File:

PDF, 603 KB

english, 2017

19

Credal-C4.5: Decision tree based on imprecise probabilities to classify noisy data

Mantas, Carlos J., Abellán, Joaquín

Journal:

Expert Systems with Applications

Year:

2014

Language:

english

File:

PDF, 689 KB

english, 2014

20

Population-based Study of First Hospitalizations for Heart Failure and the Interaction Between Readmissions and Survival

Fernández-Gassó, Lucía, Hernando-Arizaleta, Lauro, Palomar-Rodríguez, Joaquín A., Abellán-Pérez, María Victoria, Hernández-Vicente, Álvaro, Pascual-Figal, Domingo A.

Journal:

Revista Española de Cardiología (English Edition)

Year:

2018

File:

PDF, 515 KB

2018

21

Classification with decision trees from a nonparametric predictive inference perspective

Abellán, Joaquín, Baker, Rebecca M., Coolen, Frank P.A., Crossman, Richard J., Masegosa, Andrés R.

Journal:

Computational Statistics & Data Analysis

Year:

2014

Language:

english

File:

PDF, 565 KB

english, 2014

22

Additivity of uncertainty measures on credal sets

Abellán, Joaquín, Klir, George J.

Journal:

International Journal of General Systems

Year:

2005

Language:

english

File:

PDF, 280 KB

english, 2005

23

AN ALGORITHM TO COMPUTE THE UPPER ENTROPY FOR ORDER-2 CAPACITIES

ABELLÁN, JOAQUIN, MORAL, SERAFIN

Journal:

International Journal of Uncertainty Fuzziness and Knowledge-Based Systems

Year:

2006

Language:

english

File:

PDF, 188 KB

english, 2006

24

Book review

Joaquín Abellán

Journal:

Fuzzy Sets and Systems

Year:

2006

Language:

english

File:

PDF, 134 KB

english, 2006

25

Analysis of Credal-C4.5 for classification in noisy domains

Mantas, Carlos J., Abellán, Joaquín, Castellano, Javier G.

Journal:

Expert Systems with Applications

Year:

2016

Language:

english

File:

PDF, 645 KB

english, 2016

26

A comparative study on base classifiers in ensemble methods for credit scoring

Abellán, Joaquín, Castellano, Javier G.

Journal:

Expert Systems with Applications

Year:

2017

Language:

english

File:

PDF, 1.18 MB

english, 2017

27

Maximum of Entropy for Belief Intervals Under Evidence Theory

Moral-Garcia, Serafin, Abellan, Joaquin

Journal:

Year:

2020

File:

PDF, 1.96 MB

2020

28

Trends, causes and timing of 30-day readmissions after hospitalization for heart failure: 11-year population-based analysis with linked data

Fernandez-Gasso, Lucía, Hernando-Arizaleta, Lauro, Palomar-Rodríguez, Joaquín A., Abellán-Pérez, M. Victoria, Pascual-Figal, Domingo A.

Journal:

International Journal of Cardiology

Year:

2017

Language:

english

File:

PDF, 690 KB

english, 2017

29

Critique of Recent Uncertainty Measures Developed Under the Evidence Theory and Belief Intervals

Abellan, Joaquin, Bosse, Eloi

Journal:

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Year:

2017

Language:

english

File:

PDF, 256 KB

english, 2017

30

Sesgo de respuesta en una encuesta postal poblacional sobre calidad de vida relacionada con la salud (SF-12v2)

Carpe Carpe, Bienvenida, Hernando Arizaleta, Lauro, Monteagudo Piqueras, Olga, Abellán Perpiñán, José Mª, Palomar Rodríguez, Joaquín A, Alonso, Jordi

Journal:

Revista Española de Salud Pública

Year:

2014

File:

PDF, 163 KB

2014

31

CORRIGENDUM: "A NON-SPECIFICITY MEASURE FOR CONVEX SETS OF PROBABILITY DISTRIBUTIONS"

ABELLAN, JOAQUIN, MORAL, SERAFIN

Journal:

International Journal of Uncertainty Fuzziness and Knowledge-Based Systems

Year:

2005

Language:

english

File:

PDF, 123 KB

english, 2005

32

PATHOGENIC VARIANTS WITHIN ACMG SECONDARY FINDINGS GENES IN 24,591 HEALTHY INDIVIDUALS USING CLINICAL EXOME SEQUENCING FOR CARRIER SCREENING

Pardo, Pere Mir, Panadero, Joaquin, Escribano, Gema, Jimenez-AlmazÃ¡n, Jorge, Alonso, Roberto, Abellan, Claudia, Simon, Carlos, Martin, Julio

Journal:

Fertility and Sterility

Year:

2020

File:

PDF, 115 KB

2020

33

Measures of divergence on credal sets

Joaquín Abellán, Manuel Gómez

Journal:

Fuzzy Sets and Systems

Year:

2006

Language:

english

File:

PDF, 289 KB

english, 2006

34

[IEEE NAFIPS 2008 - 2008 Annual Meeting of the North American Fuzzy Information Processing Society - New York City, NY, USA (2008.05.19-2008.05.22)] NAFIPS 2008 - 2008 Annual Meeting of the North American Fuzzy Information Processing Society - Measuring total uncertainty in Dempster-Shafer theory of Evidence: properties and behaviors

Abellan, Joaquin, Moral, Serafin

Year:

2008

File:

PDF, 284 KB

2008

35

Combining nonspecificity measures in Dempster–Shafer theory of evidence

Abellán, Joaquín

Journal:

International Journal of General Systems

Year:

2011

Language:

english

File:

PDF, 108 KB

english, 2011

36

A FILTER-WRAPPER METHOD TO SELECT VARIABLES FOR THE NAIVE BAYES CLASSIFIER BASED ON CREDAL DECISION TREES

ABELLÁN, JOAQUÍN, MASEGOSA, ANDRÉS R.

Journal:

International Journal of Uncertainty Fuzziness and Knowledge-Based Systems

Year:

2009

Language:

english

File:

PDF, 241 KB

english, 2009

37

Reactive transport modelling to infer changes in soil hydraulic properties induced by non-conventional water irrigation

Valdes-Abellan, Javier, Jiménez-Martínez, Joaquín, Candela, Lucila, Jacques, Diederik, Kohfahl, Claus, Tamoh, Karim

Journal:

Journal of Hydrology

Year:

2017

Language:

english

File:

PDF, 2.62 MB

english, 2017

38

AdaptativeCC4.5: Credal C4.5 with a rough class noise estimator

Abellán, Joaquín, Mantas, Carlos J., Castellano, Javier G.

Journal:

Expert Systems with Applications

Year:

2017

Language:

english

File:

PDF, 7.33 MB

english, 2017

39

Bertolotti Syndrome: A Little Known Cause of Low-Back Pain in Childhood

Mercader Rodríguez, Beatriz, Sánchez, Rogelio Fernández, Domenech Abellán, Ernesto, Parra, Joaquín Zamarro, Canovas, César Salcedo, Castellón Sánchez, Maria Isabel

Journal:

The Journal of Pediatrics

Year:

2015

Language:

english

File:

PDF, 495 KB

english, 2015

40

Estudio poblacional de la primera hospitalización por insuficiencia cardiaca y la interacción entre los reingresos y la supervivencia

Fernández-Gassó, Lucía, Hernando-Arizaleta, Lauro, Palomar-Rodríguez, Joaquín A., Abellán-Pérez, María Victoria, Hernández-Vicente, Álvaro, Pascual-Figal, Domingo A.

Journal:

Revista Española de Cardiología

Year:

2018

File:

PDF, 539 KB

2018

41

Equivalence relations among dominance concepts on probability intervals and general credal sets

Abellán, Joaquín

Journal:

International Journal of General Systems

Year:

2012

Language:

english

File:

PDF, 163 KB

english, 2012

42

A NON-SPECIFICITY MEASURE FOR CONVEX SETS OF PROBABILITY DISTRIBUTIONS

ABELLAN, JOAQUIN, MORAL, SERAFIN

Journal:

International Journal of Uncertainty Fuzziness and Knowledge-Based Systems

Year:

2000

Language:

english

File:

PDF, 1.06 MB

english, 2000

43

Maximising entropy on the nonparametric predictive inference model for multinomial data

Joaquín Abellán, Rebecca M. Baker, Frank P.A. Coolen

Journal:

European Journal of Operational Research

Year:

2011

Language:

english

File:

PDF, 431 KB

english, 2011

44

Brackish groundwater desalination by reverse osmosis in southeastern Spain. Presence of emerging contaminants and potential impacts on soil-aquifer media

Valdes-Abellan, Javier, Candela, Lucila, Jiménez-Martínez, Joaquín, Saval-Pérez, Jose Miguel

Journal:

DESALINATION AND WATER TREATMENT

Year:

2013

Language:

english

File:

PDF, 315 KB

english, 2013

45

Drawbacks of Uncertainty Measures Based on the Pignistic Transformation

Abellan, Joaquin, Bosse, Eloi

Journal:

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Year:

2016

Language:

english

File:

PDF, 214 KB

english, 2016

46

Increasing diversity in random forest learning algorithm via imprecise probabilities

Abellán, Joaquín, Mantas, Carlos J., Castellano, Javier G., Moral-García, Serafín

Journal:

Expert Systems with Applications

Year:

2018

Language:

english

File:

PDF, 875 KB

english, 2018

47

Ensemble of classifier chains and Credal C4.5 for solving multi-label classification

Moral-García, S., Mantas, Carlos J., Castellano, Javier G., Abellán, Joaquín

Journal:

Progress in Artificial Intelligence

Year:

2019

Language:

english

File:

PDF, 562 KB

english, 2019

48

Application of uncertainty measures on credal sets on the naive Bayesian classifier

Abellán, Joaquín

Journal:

International Journal of General Systems

Year:

2006

Language:

english

File:

PDF, 160 KB

english, 2006

49

Difference of entropies as a non-specificity function on credal sets†

Abellán, Joaquín, Moral ‡, Serafín

Journal:

International Journal of General Systems

Year:

2005

Language:

english

File:

PDF, 166 KB

english, 2005

50

A New Robust Classifier on Noise Domains: Bagging of Credal C4.5 Trees

Abellán, Joaquín, Castellano, Javier G., Mantas, Carlos J.

Journal:

Year:

2017

Language:

english

File:

PDF, 2.61 MB

english, 2017

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