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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

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

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

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

5

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

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

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

8

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

9

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

10

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

11

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

12

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

13

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

14

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

15

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

16

An ensemble method using credal decision trees

Joaquín Abellán, Andrés R. Masegosa

Journal:

European Journal of Operational Research

Year:

2010

Language:

english

File:

PDF, 242 KB

english, 2010

17

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

18

Book review

Joaquín Abellán

Journal:

Fuzzy Sets and Systems

Year:

2006

Language:

english

File:

PDF, 134 KB

english, 2006

19

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

20

Bagging schemes on the presence of class noise in classification

Joaquín Abellán, Andrés R. Masegosa

Journal:

Expert Systems with Applications

Year:

2012

Language:

english

File:

PDF, 628 KB

english, 2012

21

Simulation of Ion-Selective Electrode Dynamic Response

Abellan, Javier, Ortuno, Joaquin A.

Journal:

Journal of Chemical Education

Year:

1994

Language:

english

File:

PDF, 3.00 MB

english, 1994

22

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

23

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

24

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

25

An application of Non-Parametric Predictive Inference on multi-class classification high-level-noise problems

Abellán, Joaquín

Journal:

Expert Systems with Applications

Year:

2013

Language:

english

File:

PDF, 284 KB

english, 2013

26

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

27

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

28

[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

29

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

30

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

31

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

32

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

33

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

34

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

35

Patterns of Single-Vehicle Crashes on Two-Lane Rural Highways in Granada Province, Spain

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

Journal:

Transportation Research Record Journal of the Transportation Research Board

Year:

2014

Language:

english

File:

PDF, 562 KB

english, 2014

36

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

37

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

38

Dispersivity Determination Through a Modeling Approach From a Tracer Test Based on Total Br Concentration in Soil Samples

Valdes-Abellan, Javier, Jiménez-Martínez, Joaquín, Candela, Lucila

Journal:

Year:

2014

Language:

english

File:

PDF, 2.82 MB

english, 2014

39

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

40

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

41

En torno a la relevancia de Ortega y Gasset para nuestra cultura

Review by: Joaquín Abellán

Journal:

Revista de libros

Year:

1997

File:

PDF, 832 KB

1997

42

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

43

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

44

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

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

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

47

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

48

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

49

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

50

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