• UCI-ml

  • Referenced in 3100 articles [sw04074]
  • machine learning community for the empirical analysis of machine learning algorithms. The archive was created...
  • Outex

  • Referenced in 31 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...
  • ROBPCA

  • Referenced in 67 articles [sw11592]
  • robust principal component analysis (PCA). Classical PCA is based on the empirical covariance matrix...
  • DLV2

  • Referenced in 13 articles [sw33094]
  • extend its solving capabilities. An empirical analysis conducted on benchmarks from past ASP competitions shows...
  • 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...
  • Voom

  • Referenced in 17 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...
  • AdaGrad

  • Referenced in 113 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...
  • 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...
  • Graphplan

  • Referenced in 181 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...
  • Quicksort

  • Referenced in 148 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...
  • WebGraph

  • Referenced in 46 articles [sw30097]
  • easily tested empirically, but we also try to provide a detailed mathematical analysis. Algorithms...
  • RSiena

  • Referenced in 9 articles [sw07980]
  • package RSiena: Siena - Simulation Investigation for Empirical Network Analysis. Fits models to longitudinal network data...
  • emgr

  • Referenced in 9 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...
  • ProB

  • Referenced in 63 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...
  • geoBayes

  • Referenced in 4 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...
  • TorchLight

  • Referenced in 4 articles [sw13534]
  • This results in low-order polynomial time analysis methods, implemented in a tool we call ... strong success guarantees in 8 domains. Empirically, its analysis exhibits strong performance in a further...
  • FunArray

  • Referenced in 14 articles [sw13708]
  • been instantiated with fixed parameters, the analysis is fully automatic. We first prototyped FunArray ... empirically validated the precision and the performance of the analysis by running...
  • GPTIPS

  • Referenced in 7 articles [sw15254]
  • complementary approach, to currently accepted empirical modelling and data analysis techniques. GPTIPS and documentation...
  • MISVM

  • Referenced in 2 articles [sw22399]
  • Soumya Ray. A theoretical and empirical analysis of support vector machine methods for multiple-instance ... learning MI hyperplanes. We then study the empirical consequences of this three-way tradeoff...