Serafín Moral‐García - Publications, H-index & Citations

Serafín Moral‐García

University of Granada

10H指数

32论文数

409被引数

收录论文 18

发表时间

From Non-Parametric Predictive Inference to Evidence-Theoretic Uncertainty Representation in Artificial Intelligence 从非参数预测推断到证据理论不确定性表示在人工智能中

IF5

2026-07-27

OAAI

María Isabel A. Benítez; Serafín Moral-García; Joaquín Abellán

Computing conditional probabilities in Bayesian networks using logistic regression 使用逻辑回归计算贝叶斯网络中的条件概率

Applied Soft Computing

IF6.6

2026-04-19

PREAI

Serafín Moral; Serafín Moral-García; Andrés Cano; Manuel Gómez-Olmedo

Lazy Multi-Label Classification algorithms based on Non-Parametric Predictive Inference

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-12-01

PREAI

Moral-Garcia, Serafin; Abellan, Joaquin

A Bayesian Imprecise Classification method that weights instances using the error costs

APPLIED SOFT COMPUTING

IF6.6

2024-11-01

PREAI

Moral-Garcia, Serafin; Coolen-Maturi, Tahani; Coolen, Frank P. A.; Abellan, Joaquin

Improving the Results in Credit Scoring by Increasing Diversity in Ensembles of Classifiers

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Moral-Garcia, Serafin; Abellan, Joaquin

Using Credal C4.5 for Calibrated Label Ranking in Multi-Label Classification

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2022-08-01

PREAI

Moral-Garcia, Serafin; Mantas, Carlos J.; Castellano, Javier G.; Abellan, Joaquin

A cost-sensitive Imprecise Credal Decision Tree based on Nonparametric Predictive Inference

APPLIED SOFT COMPUTING

IF6.6

2022-07-01

OAAI

Moral-Garcia, Serafin; Abellan, Joaquin; Coolen-Maturi, Tahani; Coolen, Frank P. A.

A new label ordering method in Classifier Chains based on imprecise probabilities

NEUROCOMPUTING

IF6.5

2022-05-01

PREAI

Moral-Garcia, Serafin; Castellano, Javier G.; Mantas, Carlos J.; Abellan, Joaquin

Using extreme prior probabilities on the Naive Credal Classifier

KNOWLEDGE-BASED SYSTEMS

IF7.6

2022-02-01

PREAI

Moral-Garcia, Serafin; Castellano, Javier G.; Mantas, Carlos J.; Abellan, Joaquin

Combination in the theory of evidence via a new measurement of the conflict between evidences

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2021-09-01

PREAI

Abellan, Joaquin; Moral-Garcia, Serafin; Benitez, Maria D.

A Decision Support Tool for Credit Domains: Bayesian Network with a Variable Selector Based on Imprecise Probabilities

INTERNATIONAL JOURNAL OF FUZZY SYSTEMS

IF3.6

2021-06-20

PREAI

Castellano, Javier G.; Moral-Garcia, Serafin; Mantas, Carlos J.; Benitez, Maria D.; Abellan, Joaquin

Required mathematical properties and behaviors of uncertainty measures on belief intervals

INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

IF3.7

2021-05-06

OAAI

Moral-Garcia, Serafin; Abellan, Joaquin

Credal sets representable by reachable probability intervals and belief functions 可由可达概率区间和信念函数表示的Credal集

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2021-02-01

PREAI

Moral-Garcia, Serafin; Abellan, Joaquin

Non-parametric predictive inference for solving multi-label classification

APPLIED SOFT COMPUTING

IF6.6

2020-03-01

OAAI

Moral-Garcia, Serafin; Mantas, Carlos J.; Castellano, Javier G.; Abellan, Joaquin

Bagging of credal decision trees for imprecise classification

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2020-03-01

OAAI

Moral-Garcia, S.; Mantas, Carlos J.; Castellano, Javier G.; Benitez, Maria D.; Abellan, Joaquin

Maximum of Entropy for Belief Intervals Under Evidence Theory

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Moral-Garcia, Serafin; Abellan, Joaquin

A comparison of random forest based algorithms: random credal random forest versus oblique random forest

SOFT COMPUTING

IF2.5

2018-11-17

PREAI

Mantas, Carlos J.; Castellano, Javier G.; Moral-Garcia, Serafin; Abellan, Joaquin

Increasing diversity in random forest learning algorithm via imprecise probabilities

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2018-05-01

OAAI

Abellan, Joaquin; Mantas, Carlos J.; Castellano, Javier G.; Moral-Garcia, SerafIn

研究方向