Supervised classification with conditional Gaussian networks: Increasing the structure complexity from naive Bayes

被引:0
|
作者
Pérez, Aritz [1 ]
Larrañaga, Pedro [1 ]
Inza, Iñaki [1 ]
机构
[1] Intelligent Systems Group, Department of Computer Science and Artificial Intelligence, University of The Basque Country, P.O. Box 649, Donostia, 20080 San Sebastian, Spain
来源
关键词
Computer networks;
D O I
暂无
中图分类号
学科分类号
摘要
Journal article (JA)
引用
收藏
页码:1 / 25
相关论文
共 50 条
  • [41] Recursive Extraction of Modular Structure from Layered Neural Networks Using Variational Bayes Method
    Watanabe, Chihiro
    Hiramatsu, Kaoru
    Kashino, Kunio
    DISCOVERY SCIENCE, DS 2017, 2017, 10558 : 207 - 222
  • [42] Sentiment Classification from Social Media Data with Gaussian Conditional Rule-Based Deep Convolutional Neural Network
    Vinod, Priya
    Sheeja, S.
    INTERNATIONAL JOURNAL OF IMAGE AND GRAPHICS, 2025,
  • [43] Naive Bayes Classification for classifying injury-cause groups from Emergency Room data in the Friuli Venezia Giulia Region (Northern Italy)
    Valent, Francesca
    Clagnan, Elena
    Zanier, Loris
    EPIDEMIOLOGIA & PREVENZIONE, 2014, 38 (02): : 116 - 122
  • [44] Supervised Approaches for Function Prediction of Proteins Contact Networks from Topological Structure Information
    Martino, Alessio
    Maiorino, Enrico
    Giuliani, Alessandro
    Giampieri, Mauro
    Rizzi, Antonello
    IMAGE ANALYSIS, SCIA 2017, PT I, 2017, 10269 : 285 - 296
  • [45] Radiomics and Clinical Characters Based Gaussian Naive Bayes (GNB) Model for Preoperative Differentiation of Pulmonary Pure Invasive Mucinous Adenocarcinoma From Mixed Mucinous Adenocarcinoma
    Zhang, Junjie
    Hao, Ligang
    Xu, Qian
    Gao, Fengxiao
    TECHNOLOGY IN CANCER RESEARCH & TREATMENT, 2024, 23
  • [46] Extraction of roads by supervised classification and by artificial neural networks from spot image: Case of an Oasian City (Algeria)
    Extraction de routes par classification supervisée et par réseaux de neurones artificiels à partir d'image spot: Cas d'une ville Oasienne
    Fatiha, B. (f_benkouider@yahoo.fr), 1600, Editions des Archives Contemporaines (11):
  • [47] Learning complex dependency structure of gene regulatory networks from high dimensional microarray data with Gaussian Bayesian networks
    Graafland, Catharina E.
    Gutierrez, Jose M.
    SCIENTIFIC REPORTS, 2022, 12 (01)
  • [48] Learning complex dependency structure of gene regulatory networks from high dimensional microarray data with Gaussian Bayesian networks
    Catharina E. Graafland
    José M. Gutiérrez
    Scientific Reports, 12
  • [49] Sex estimation: a comparison of techniques based on binary logistic, probit and cumulative probit regression, linear and quadratic discriminant analysis, neural networks, and naive Bayes classification using ordinal variables
    Nikita, Efthymia
    Nikitas, Panos
    INTERNATIONAL JOURNAL OF LEGAL MEDICINE, 2020, 134 (03) : 1213 - 1225
  • [50] Bayes-N:: An algorithm for learning Bayesian networks from data using local measures of information gain applied to classification problems
    Martínez-Morales, M
    Cruz-Ramírez, N
    Jiménez-Andrade, JL
    Garza-Domínguez, R
    MICAI 2004: ADVANCES IN ARTIFICIAL INTELLIGENCE, 2004, 2972 : 527 - 535