• LCE

  • Referenced in 5 articles [sw25277]
  • clustering result. However, many existing ensemble techniques use an association matrix to summarize sample-cluster ... occurrence statistics, and relations within an ensemble are encapsulated only at coarse level, while those ... usually outperforms the existing cluster ensemble algorithms in individual tests and, overall, is clearly class ... that is applicable to many numerical clustering techniques; and (iv) is computationally efficient for large...
  • DESlib

  • Referenced in 3 articles [sw23559]
  • DESlib: A Dynamic ensemble selection library in Python. DESlib is an open-source python library ... providing the implementation of several dynamic selection techniques. The library is divided into three modules ... containing the implementation of dynamic ensemble selection methods ... static, with the implementation of static ensemble techniques. The library is fully documented (documentation available...
  • ENDER

  • Referenced in 15 articles [sw12831]
  • present in the ensemble. We consider different loss functions and minimization techniques often encountered...
  • OpenTuner

  • Referenced in 5 articles [sw29915]
  • technique representation to allow for domain-specific techniques, and an easy to use interface ... OpenTuner is the use of ensembles of disparate search techniques simultaneously, techniques which perform well...
  • mRMRe

  • Referenced in 2 articles [sw28072]
  • maximum relevance (mRMR) and a new ensemble mRMR technique with...
  • SNPInterForest

  • Referenced in 1 article [sw41807]
  • identifying epistatic interactions by extending an ensemble learning technique called random forest. Random forest...
  • yaImpute

  • Referenced in 7 articles [sw07226]
  • comparing the results from running alternative techniques, detecting imputation targets that are notably distant from ... correcting for bias, bootstrapping and building ensemble imputations, and mapping results...
  • dfdc

  • Referenced in 1 article [sw42547]
  • Detection Through Ensemble of CNNs. In the last few years, several techniques for facial manipulation ... targeting modern facial manipulation techniques. In particular, we study the ensembling of different trained Convolutional...
  • APT-MCMC

  • Referenced in 1 article [sw41062]
  • based optimizers. Markov Chain Monte Carlo (MCMC) techniques provide an alternative approach to solving these ... combines affine-invariant ensemble of samplers and parallel tempering MCMC techniques to improve the simulation ... MCMC hyperparameters were analyzed: number of temperatures, ensemble size, step size, and swap attempt frequency...
  • RandGA

  • Referenced in 4 articles [sw35808]
  • increase the diversity among ensemble members. Using a number of simulated data sets, we show ... RandGA compares favorably with other variable selection techniques. As a real example, the new method...
  • ebmc

  • Referenced in 1 article [sw32595]
  • classification. Such methods adopt ensemble methods and data re-sampling techniques to improve model performance ... learning algorithms to build weak learners within ensemble models. References: Nitesh V. Chawla, Aleksandar Lazarevic...
  • CobWeb

  • Referenced in 1 article [sw26487]
  • tomographic image analysis based on machine learning techniques. In this study, we introduce CobWeb ... support vector machine, and ensemble classification (bragging and boosting) segmentation techniques. A quick region...
  • CGV

  • Referenced in 3 articles [sw19315]
  • visualization. To support different visualization tasks, view ensembles can be created dynamically with the help ... flexible docking framework. Several novel techniques, including enhanced dynamic filtering, graph lenses, and edge-based...
  • PSOFuzzySVM-TMH

  • Referenced in 3 articles [sw27664]
  • identification of transmembrane helix segments using ensemble feature space by incorporated fuzzy support vector machine ... attributes are eradicated using an optimization selection technique, particle swarm optimization, from both feature spaces ... spaces are combined in order to form ensemble feature space. Fuzzy-support vector Machine...
  • A-SLEIPNNIR

  • Referenced in 5 articles [sw29438]
  • this paper `A-SLEIPNNIR’ (Adaptive Semi-Lagrangian Ensemble Implementation of Particle level set for Newtonian ... transport operator, a particle level set technique for interface capturing featuring second-order accurate redistancing...
  • CELES

  • Referenced in 3 articles [sw38635]
  • accelerated simulation of electromagnetic scattering by large ensembles of spheres. CELES is a freely available ... CUDA computing platform. The combination of these techniques allows to efficiently address large electrodynamic problems ... code and discuss the convergence behavior for ensembles of different sizes, including an exemplary system...
  • FastMMD

  • Referenced in 3 articles [sw31729]
  • FastMMD: Ensemble of Circular Discrepancy for Efficient Two-Sample Test. The maximum mean discrepancy ... further accelerated to by using the Fastfood technique (Le, Sarlós, & Smola, 2013). The uniform convergence ... provide a geometric explanation for our method, ensemble of circular discrepancy, which helps us understand...
  • IPSILON

  • Referenced in 1 article [sw21606]
  • technique, namely the latent semantic analysis (LSA) method, is then employed to identify associative ensembles...
  • Slycat

  • Referenced in 1 article [sw24798]
  • space. Sensitivity analysis is a type of ensemble analysis that evaluates how changes in simulation ... results. Commonly, simple regression and multiple regression techniques are used to correlate single inputs ... more than a few simulations in combination. Ensembles containing hundreds or thousands of simulations require...
  • GA-Ensemble

  • Referenced in 1 article [sw11385]
  • Ensemble: a genetic algorithm for robust ensembles Many simple and complex methods have been developed ... Boosting is one of the best known techniques for improving the accuracy of classifiers. However ... article we propose a new method, GA-Ensemble, which directly solves...