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  • np
  • Referenced in 103 articles [sw10543]
  • data often found in applied settings. Data-driven methods of bandwidth selection are emphasized throughout ... though we caution the user that data-driven bandwidth selection methods can be computationally demanding...

  • CAPUSHE
  • Referenced in 62 articles [sw13365]
  • have proposed a promising data-driven method to calibrate such criteria whose penalties are known...

  • OptShrink
  • Referenced in 20 articles [sw33657]
  • rank signal matrix denoising by optimal, data-driven singular value shrinkage. OptShrink is a simple ... completely data-driven algorithm for denoising a low-rank signal matrix buried in noise...

  • SINDy
  • Referenced in 29 articles [sw30277]
  • dynamics (SINDy) is a recently proposed data-driven modelling framework that uses sparse regression techniques...

  • SCAPE
  • Referenced in 28 articles [sw19408]
  • Completion and Animation for PEople)---a data-driven method for building a human shape model...

  • Volcano
  • Referenced in 22 articles [sw30956]
  • Volcano is extensible with new operators, algorithms, data types, and type-specific methods. Volcano includes ... demand-driven dataflow within processes and data-driven dataflow between processes. All operators, with...

  • decon
  • Referenced in 22 articles [sw11088]
  • methods for the selection of the data-driven smoothing parameter are also provided...

  • ShapeNet
  • Referenced in 17 articles [sw35059]
  • data visualization of object attributes, promote data-driven geometric analysis, and provide a large-scale...

  • AWK
  • Referenced in 17 articles [sw23781]
  • systems. The AWK language is a data-driven scripting language consisting...

  • SparseFIS
  • Referenced in 11 articles [sw13736]
  • SparseFIS: Data-Driven Learning of Fuzzy Systems With Sparsity Constraints. n this paper, we deal ... with a novel data-driven learning method [sparse fuzzy inference systems (SparseFIS)] for Takagi-Sugeno...

  • emgr
  • Referenced in 15 articles [sw07554]
  • nonlinear systems due to their data-driven computation. The empirical Gramian framework is a compact...

  • AnalyzeFMRI
  • Referenced in 12 articles [sw19796]
  • fMRI) data sets, we propose a data-driven approach based on Independent Component Analysis...

  • D3.js
  • Referenced in 11 articles [sw25008]
  • combining powerful visualization components and a data-driven approach to DOM manipulation...

  • MAP123-EP
  • Referenced in 6 articles [sw41692]
  • MAP123-EP: a mechanistic-based data-driven approach for numerical elastoplastic analysis. In this paper ... mechanistic-based data-driven approach, MAP123-EP, is proposed for numerical analysis of elastoplastic materials ... dimensional stress-strain data generated by numerical or physical experiments under uniaxial loading. Numerical results ... hardening curve. This mechanistic-based data-driven approach has the potential of opening...

  • graph2vec
  • Referenced in 10 articles [sw32340]
  • embedding framework named graph2vec to learn data-driven distributed representations of arbitrary sized graphs. graph2vec...

  • TPVM
  • Referenced in 9 articles [sw03347]
  • explicit message-passing model; (b) a data-driven instantiation model that enables straightforward specification...

  • FisPro
  • Referenced in 9 articles [sw16651]
  • reason is the possibility of designing data-driven FIS to make the most of available...

  • CANN
  • Referenced in 6 articles [sw41756]
  • fast and general approach to predictive data-driven constitutive modeling by deep learning. In this ... novel machine learning architecture for data-driven modeling of the mechanical constitutive behavior of materials...

  • someKfwer
  • Referenced in 6 articles [sw06069]
  • testing the hypotheses along a (possibly data-driven) order until a suitable number ... computationally undemanding, but also the data-driven order enhances power when the sample size...