• S+WAVELETS

  • Referenced in 36 articles [sw12244]
  • selecting transforms are available, including the Coifman and Wickerhauser ”best basisalgorithm and the Mallat...
  • SATzilla

  • Referenced in 86 articles [sw06281]
  • SATzilla: portfolio-based algorithm selection for SAT. It has been widely observed that there ... this decision online on a per-instance basis. Building on previous work, we describe SATzilla ... automated approach for constructing per-instance algorithm portfolios for SAT that use so-called empirical...
  • SVM

  • Referenced in 30 articles [sw14904]
  • each examples); SVM Classification with Nearest Point Algorithm; Multiclass SVM : one against all, one against ... Based Feature Selection; Kernel PCA; Kernel Discriminant Analysis; SVM Based Feature selection; SVM AUC Optimization ... Ranking SVM, ROC SVM) and RankBoost; Kernel Basis Pursuit and Least Angle Regression (LARS) Algorithm...
  • ASlib

  • Referenced in 11 articles [sw15088]
  • selection involves choosing an algorithm from a set of algorithms on a per-instance basis ... over a set of instances. The algorithm selection problem is attracting increasing attention from researchers...
  • BayesTree

  • Referenced in 59 articles [sw07995]
  • adaptive random basis elements. Motivated by ensemble methods in general, and boosting algorithms in particular ... also be used for model-free variable selection. BART’s many features are illustrated with...
  • CLIFF

  • Referenced in 10 articles [sw35898]
  • select the features to be used in the following round of clustering. Our clustering algorithm ... reference partition on the basis of the selected features. On a well-studied problem involving...
  • NAPSAC

  • Referenced in 4 articles [sw28051]
  • estimation algorithms, such as RANSAC, MINPRAN and LMS ,h ave their basis in selecting random ... NAPSAC (N Adjacent Points SAmple Consensus) algorithm is derived and its performance is shown...
  • ASYNPLEX

  • Referenced in 8 articles [sw02174]
  • Candidates to enter the basis are tentatively selected using reduced costs which ... accepted to enter the basis. The implementation of this algorithm on a Cray...
  • PlatEMO

  • Referenced in 18 articles [sw19824]
  • algorithms and for practitioners to apply selected algorithms to solve their real-world problems ... when the source code of many proposed algorithms has not been made publicly available ... includes more than 50 multi-objective evolutionary algorithms and more than 100 multi-objective test ... able to develop new algorithms on the basis of it. This paper introduces the main...
  • GAUSS

  • Referenced in 4 articles [sw23759]
  • solution, GAUSS selects the best (or nearly best) algorithm. GAUSS uses inductive logic programming ... problem features with algorithm performance. Such rules then serve as the basis for recommending algorithms...
  • BACOL

  • Referenced in 8 articles [sw00064]
  • Gaussian points, with a B-spline basis, for the spatial discretization. The time integration ... controlled by a sophisticated new mesh selection algorithm based on an equidistribution principle. In this...
  • partDSA

  • Referenced in 2 articles [sw07441]
  • competitor known as the partitioning Deletion/Substitution/Addition (partDSA) algorithm, both of which also utilize loss functions ... continuous outcome) as the basis for building, selecting, and assessing predictors but differ...
  • RBFOpt

  • Referenced in 5 articles [sw28416]
  • COIN-OR. The algorithm is based on the Radial Basis Function method originally proposed ... introduction of an automatic model selection phase during the optimization process. Numerical experiments show that ... provides insight on which parameterizations of the algorithm are the most effective in practice...
  • tsfresh

  • Referenced in 5 articles [sw28448]
  • engineers have to consider the multifarious algorithms of signal processing and time series analysis ... package tsfresh (Time Series FeatuRe Extraction on basis of Scalable Hypothesis tests) accelerates this process ... time series features, with feature selection on basis automatically configured hypothesis tests. By identifying statistically...
  • cosmo

  • Referenced in 3 articles [sw06106]
  • common transcription factor binding site. The algorithm is similar to MEME, but also allows ... often be formulated on the basis of prior knowledge about the structure of the transcription ... appropriate constraint set can be selected data-adaptively...
  • SpaRSA

  • Referenced in 3 articles [sw20467]
  • processing and statistics. Basis pursuit, the least absolute shrinkage and selection operator (LASSO), waveletbased deconvolution ... norm) regularizer. We present an algorithmic framework for the more general problem of minimizing...
  • SkipNet

  • Referenced in 1 article [sw31369]
  • basis. We introduce SkipNet, a modified residual network, that uses a gating network to selectively ... decision making and propose a hybrid learning algorithm that combines supervised learning and reinforcement learning...
  • FastCUB

  • Referenced in 1 article [sw37406]
  • rating data, consider the accelerated Expectation-Maximization algorithm to estimate and test models within ... subset variable selection for CUB regression models is then implemented on such basis. The methods...
  • GPSR

  • Referenced in 1 article [sw14968]
  • system of equations. Basis Pursuit, the Least Absolute Shrinkage and Selection Operator (LASSO), wavelet-based ... debiasing step based on the conjugate-gradient algorithm improves the results further...
  • ASPicDB

  • Referenced in 2 articles [sw17172]
  • genome-wide application of the ASPic algorithm, based on the multiple alignments of gene-related ... annotations and sequences allow users to select and extract specific sets of data related ... which is regularly updated on a monthly basis, also includes information on tissue-specific splicing...