Found 170 Documents (Results 1–100)
Multi-dimensional Bayesian network classifiers for partial label ranking. (English) Zbl 07734007
MSC:
68T37
On computing probabilistic abductive explanations. (English) Zbl 07713736
MSC:
68T37
The YODO algorithm: an efficient computational framework for sensitivity analysis in Bayesian networks. (English) Zbl 07713732
MSC:
68T37
Determining the sampling size with maintaining the probability distribution. (English) Zbl 07773023
Cai, Zhiping (ed.) et al., Theoretical computer science. 40th national conference, NCTCS 2022, Changchun, China, July 29–31, 2022. Revised selected papers. Singapore: Springer. Commun. Comput. Inf. Sci. 1693, 61-74 (2022).
Descriptive accuracy in explanations: the case of probabilistic classifiers. (English) Zbl 1524.68251
Dupin de Saint-Cyr, Florence (ed.) et al., Scalable uncertainty management. 15th international conference, SUM 2022, Paris, France, October 17–19, 2022. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13562, 279-294 (2022).
MSC:
68T01
On the relative value of weak information of supervision for learning generative models: an empirical study. (English) Zbl 07611317
MSC:
68T37
Predicting S-nitrosylation proteins and sites by fusing multiple features. (English) Zbl 1501.92100
MSC:
92D20
Discovering associations between players’ performance indicators and matches’ results in the European Soccer Leagues. (English) Zbl 1521.62273
MSC:
62-XX
Risk prediction of hypertension complications based on the intelligent algorithm optimized Bayesian network. (English) Zbl 1482.90229
What is an optimal value of \(k\) in \(k\)-fold cross-validation in discrete Bayesian network analysis? (English) Zbl 1505.62273
Discriminative learning of Bayesian network parameters by differential evolution. (English) Zbl 1481.68039
Belief graphical models for uncertainty representation and reasoning. (English) Zbl 07910876
Marquis, Pierre (ed.) et al., A guided tour of artificial intelligence research. Volume II. AI algorithms. Cham: Springer. 209-246 (2020).
Fault diagnosis and prognosis of bearing based on hidden Markov model with multi-features. (English) Zbl 1506.62393
Perturbation-based classifier. (English) Zbl 1491.68150
Appropriate machine learning techniques for credit scoring and bankruptcy prediction in banking and finance: a comparative study. (English) Zbl 1458.91215
Exploring the linear and nonlinear causality between Internet big data and stock markets. (English) Zbl 1447.91168
Joint maximization of accuracy and information for learning the structure of a Bayesian network classifier. (English) Zbl 1496.68274
A bias-variance based heuristic for constructing a hybrid logistic regression-naïve Bayes model for classification. (English) Zbl 1471.62399
Bayesian networks for evaluating climate change influence in olive crops in Andalusia, Spain. (English) Zbl 1542.91270
MSC:
91B76
A circular-linear dependence measure under Johnson-Wehrly distributions and its application in Bayesian networks. (English) Zbl 1454.62161
Sampling to maintain approximate probability distribution under chi-square test. (English) Zbl 1458.62009
Sun, Xiaoming (ed.) et al., Theoretical computer science. 37th national conference, NCTCS 2019, Lanzhou, China, August 2–4, 2019. Revised selected papers. Singapore: Springer. Commun. Comput. Inf. Sci. 1069, 29-45 (2019).
Cascade interpolation learning with double subspaces and confidence disturbance for imbalanced problems. (English) Zbl 1434.68470
MSC:
68T05
Analyzing high dimensional correlated data using feature ranking and classifiers. (English) Zbl 1439.92087
Discriminant analysis for discrete variables derived from a tree-structured graphical model. (English) Zbl 1474.62242
Markov chain random fields in the perspective of spatial Bayesian networks and optimal neighborhoods for simulation of categorical fields. (English) Zbl 1428.62427
Identification of potential biomarkers on microarray data using distributed gene selection approach. (English) Zbl 1425.92082
Updating probabilistic knowledge on condition/event nets using Bayesian networks. (English) Zbl 1520.68090
Schewe, Sven (ed.) et al., 29th international conference on concurrency theory. CONCUR 2018, Beijing, China, September 4–7, 2018. Proceedings. Wadern: Schloss Dagstuhl – Leibniz Zentrum für Informatik. LIPIcs – Leibniz Int. Proc. Inform. 118, Article 27, 17 p. (2018).
Energy performance evaluation of OECD countries using Bayesian stochastic frontier analysis and Bayesian network classifiers. (English) Zbl 1516.62191
MSC:
62-XX
Revising the structure of Bayesian network classifiers in the presence of missing data. (English) Zbl 1440.68237
Probabilistic graphical modelling of causal effects among the occurrences of transcription factors in DNA sequence. (English) Zbl 1433.62307
Kernel mixture model for probability density estimation in Bayesian classifiers. (English) Zbl 1416.62369
Accurate parameter estimation for Bayesian network classifiers using hierarchical Dirichlet processes. (English) Zbl 1473.68189
Predicting pediatric clinic no-shows: a decision analytic framework using elastic net and Bayesian belief network. (English) Zbl 1462.62690
UC-LTM: unidimensional clustering using latent tree models for discrete data. (English) Zbl 1423.68388
Rough cognitive ensembles. (English) Zbl 1419.68079
Climbing down the hierarchy: hierarchical classification for machine learning side-channel attacks. (English) Zbl 1408.94959
Joye, Marc (ed.) et al., Progress in cryptology – AFRICACRYPT 2017. 9th international conference on cryptology in Africa, Dakar, Senegal, May 24–26, 2017. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 10239, 61-78 (2017).
MSC:
94A60
Marginal and simultaneous predictive classification using stratified graphical models. (English) Zbl 1414.62262
Can high-order dependencies improve mutual information based feature selection? (English) Zbl 1412.68194
MSC:
68T05
The role of local partial independence in learning of Bayesian networks. (English) Zbl 1344.68192
MSC:
68T05
Decision functions for chain classifiers based on Bayesian networks for multi-label classification. (English) Zbl 1346.68166
Statistical learning for variable annuity policyholder withdrawal behavior. (English) Zbl 07883210
MSC:
62-XX
An intuitive risk factors search algorithm: usage of the Bayesian network technique in personalized medicine. (English) Zbl 1514.62747
MSC:
62-XX
Viterbi training in PRISM. (English) Zbl 1379.68272
MSC:
68T05
Learning a flexible \(K\)-dependence Bayesian classifier from the chain rule of joint probability distribution. (English) Zbl 1341.62194
Model-based clustering for conditionally correlated categorical data. (English) Zbl 1335.62103
MSC:
62H30
From genome-scale data to models of infectious disease: a Bayesian network-based strategy to drive model development. (English) Zbl 1364.92057
Reducing the structure space of Bayesian classifiers using some general algorithms. (English) Zbl 1346.68154
On finding optimal polytrees. (English) Zbl 1330.68223
Structure learning of Bayesian networks using global optimization with applications in data classification. (English) Zbl 1327.90355
An ensemble of \(k\)-nearest neighbours algorithm for detection of Parkinson’s disease. (English) Zbl 1362.92029
Overlapping radial basis function interpolants for spectrally accurate approximation of functions of eigenvalues with application to buckling of composite plates. (English) Zbl 1366.74083
Patient specific seizure prediction system using Hilbert spectrum and Bayesian networks classifiers. (English) Zbl 1307.92218
Ensemble of naïve Bayesian approaches for the study of biofilm development in drinking water distribution systems. (English) Zbl 1458.62311
The role of classification trees and expert knowledge in building Bayesian networks: a case study in medicine. (English) Zbl 1462.62064
Learning mixtures of polynomials of multidimensional probability densities from data using B-spline interpolation. (English) Zbl 1390.68544
Efficient approximation of the conditional relative entropy with applications to discriminative learning of Bayesian network classifiers. (English) Zbl 1398.94071
A review on evolutionary algorithms in Bayesian network learning and inference tasks. (English) Zbl 1284.68501
Score-based methods for learning Markov boundaries by searching in constrained spaces. (English) Zbl 1260.68318
MSC:
68T05
Stochastic margin-based structure learning of Bayesian network classifiers. (English) Zbl 1295.68187
MSC:
68T05
Learning causal Bayesian networks using minimum free energy principle. (English) Zbl 1333.68230
MSC:
68T05
Same-decision probability: a confidence measure for threshold-based decisions. (English) Zbl 1272.68388
MSC:
68T37
Subsumption resolution: an efficient and effective technique for semi-naive Bayesian learning. (English) Zbl 1238.68138
Learning by extrapolation from marginal to full-multivariate probability distributions: Decreasingly naive Bayesian classification. (English) Zbl 1238.68136
A comparison of imputation methods for handling missing scores in biometric fusion. (English) Zbl 1227.68099
MSC:
68T10
Classification systems based on rough sets under the belief function framework. (English) Zbl 1242.68340
MSC:
68T37
A belief function classifier based on information provided by noisy and dependent features. (English) Zbl 1217.68215
MSC:
68T37
When learning naive Bayesian classifiers preserves monotonicity. (English) Zbl 1341.68166
Liu, Weiru (ed.), Symbolic and quantitative approaches to reasoning with uncertainty. 11th European conference, ECSQARU 2011, Belfast, UK, June 29 – July 1, 2011. Proceedings. Berlin: Springer (ISBN 978-3-642-22151-4/pbk). Lecture Notes in Computer Science 6717. Lecture Notes in Artificial Intelligence, 422-433 (2011).
Preference disaggregation and statistical learning for multicriteria decision support: A review. (English) Zbl 1205.90147
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