Results 71 to 80 of about 2,954,755 (181)
Modular Local Classification via Cluster-Guided Feature Selection in Tabular Data
Acta Informatica PragensiaBackground: Many real-world tabular datasets are heterogeneous, with distinct regions of the feature space exhibiting different feature-label relationships.
Leila Boussaad
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Classification via ensembles of basic thresholding classifiers
IET Computer Vision, 2016 The authors present a sparsity‐based algorithm, basic thresholding classifier (BTC), for classification applications which is capable of identifying test samples extremely rapidly and performing high classification accuracy.
Mehmet Altan Toksöz, İlkay Ulusoy
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(Hyper)Graph Embedding and Classification via Simplicial Complexes
Algorithms, 2019 This paper investigates a novel graph embedding procedure based on simplicial complexes. Inherited from algebraic topology, simplicial complexes are collections of increasing-order simplices (e.g., points, lines, triangles, tetrahedrons) which can be ...
Alessio Martino +2 more
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Robust classification via MOM minimization
, 2018 We present an extension of Vapnik's classical empirical risk minimizer (ERM) where the empirical risk is replaced by a median-of-means (MOM) estimator, the new estimators are called MOM minimizers.
Lecué, Guillaume +2 more
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Gaofen-3 PolSAR Image Classification via XGBoost and Polarimetric Spatial Information
Sensors, 2018 The launch of the Chinese Gaofen-3 (GF-3) satellite will provide enough synthetic aperture radar (SAR) images with different imaging modes for land cover classification and other potential usages in the next few years.
Hao Dong, Xin Xu, Lei Wang, Fangling Pu
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Bivariate Causal Discovery for Categorical Data via Classification with Optimal Label Permutation. [PDF]
Adv Neural Inf Process Syst, 2022 Ni Y.
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Classification of the Horndeski cosmologies via Noether symmetries
European Physical Journal C: Particles and Fields, 2018 Adopting Noether point symmetries, we classify and integrate dynamical systems coming from Horndeski cosmologies. The method is particularly effective both to select the form of Horndeski models and to derive exact cosmological solutions.
Salvatore Capozziello +2 more
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Optimal Bayesian design for model discrimination via classification. [PDF]
Stat Comput, 2022 Hainy M, Price DJ, Restif O, Drovandi C.
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Blow-Nash types of simple singularities
, 2007 We address the question of the classification under blow-Nash equivalence of simple Nash function germs. We state that this classification coincides with the real analytic classification.
Fichou, Goulwen
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Regression via Classification for Fingerprint Orientation Estimation
IEEE AccessEstimating the direction in which the ridges and valleys of the fingerprint pattern are aligned often serves as a pivotal first step in fingerprint recognition systems. The ridge orientation map is a fundamental reference for subsequent processing stages,
Nesli Erdogmus
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