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  • UCI-ml
  • Referenced in 3403 articles [sw04074]
  • machine learning community for the empirical analysis of machine learning algorithms. The archive was created...

  • Outex
  • Referenced in 33 articles [sw13781]
  • Outex - new framework for empirical evaluation of texture analysis algorithms. This paper presents the current ... framework and image database for empirical evaluation of texture analysis algorithms. The proposed Outex framework...

  • DLV2
  • Referenced in 22 articles [sw33094]
  • extend its solving capabilities. An empirical analysis conducted on benchmarks from past ASP competitions shows...

  • AdaGrad
  • Referenced in 166 articles [sw22202]
  • hindsight. We give several efficient algorithms for empirical risk minimization problems with common and important ... domain constraints. We experimentally study our theoretical analysis and show that adaptive subgradient methods outperform...

  • ROBPCA
  • Referenced in 76 articles [sw11592]
  • robust principal component analysis (PCA). Classical PCA is based on the empirical covariance matrix...

  • Voom
  • Referenced in 19 articles [sw14009]
  • Voom: precision weights unlock linear model analysis tools for RNA-seq read counts. New normal ... enters these into the limma empirical Bayes analysis pipeline. This opens access...

  • BaySeq
  • Referenced in 17 articles [sw10343]
  • baySeq: Empirical Bayesian analysis of patterns of differential expression in count data. Results: We propose ... novel algorithm, baySeq, which uses an empirical Bayes approach to detect these patterns of differential...

  • EVIM
  • Referenced in 10 articles [sw00255]
  • EVIM: a software package for extremel value analysis in MATLAB. From the practitioners’ point ... tails that come out of our empirical analysis? Answers to such questions are essential...

  • Quicksort
  • Referenced in 183 articles [sw20694]
  • adaptive, i.e., they have a complexity analysis that is better for inputs, which are nearly ... inputs. However, in this paper, we demonstrate empirically that the actual running time of Quicksort...

  • Graphplan
  • Referenced in 186 articles [sw07746]
  • Fast planning through planning graph analysis. We introduce a new approach to planning in STRIPS ... that no valid plan exists.par We provide empirical evidence in favor of this approach, showing...

  • WebGraph
  • Referenced in 55 articles [sw30097]
  • easily tested empirically, but we also try to provide a detailed mathematical analysis. Algorithms...

  • RSiena
  • Referenced in 10 articles [sw07980]
  • package RSiena: Siena - Simulation Investigation for Empirical Network Analysis. Fits models to longitudinal network data...

  • ELYP
  • Referenced in 8 articles [sw16017]
  • package ELYP: Empirical Likelihood Analysis for the Cox Model and Yang-Prentice (2005) Model. Empirical...

  • emgr
  • Referenced in 13 articles [sw07554]
  • emgr - EMpirical GRamian Framework. In control and system theory the system Gramian matrices of linear ... decentralized control, optimal placement, sensitivity analysis or parameter identification. Empirical Gramian matrices correspond...

  • Cityscapes
  • Referenced in 19 articles [sw36624]
  • complexity. Our accompanying empirical study provides an in-depth analysis of the dataset characteristics...

  • fdapace
  • Referenced in 7 articles [sw15968]
  • various methods of Functional Data Analysis (FDA) and Empirical Dynamics. The core of this package...

  • PointNet
  • Referenced in 43 articles [sw31209]
  • simple, PointNet is highly efficient and effective. Empirically, it shows strong performance ... state of the art. Theoretically, we provide analysis towards understanding of what the network...

  • geoBayes
  • Referenced in 5 articles [sw16727]
  • package geoBayes: Analysis of Geostatistical Data using Bayes and Empirical Bayes Methods. Functions ... done through a full Bayesian analysis of by empirical Bayes methods...

  • ProB
  • Referenced in 67 articles [sw07084]
  • ProB: an automated analysis toolset for the B method. We present ProB, a validation toolset ... aspects of the implementation. We also present empirical evaluations as well as several case studies...

  • UEGO
  • Referenced in 17 articles [sw02239]
  • hills to climb. Empirical results are also presented which include an analysis of the effects...