• SATzilla

  • Referenced in 86 articles [sw06281]
  • local search solvers as candidate solvers, by predicting performance score instead of runtime...
  • seL4

  • Referenced in 82 articles [sw15222]
  • also proves much more: we can predict precisely how the kernel will behave in every...
  • SuperLearner

  • Referenced in 51 articles [sw08154]
  • package SuperLearner: Super Learner Prediction. This package implements the super learner prediction method and contains ... library of prediction algorithms to be used in the super learner...
  • fast_mpc

  • Referenced in 51 articles [sw27004]
  • fast_mpc: code for fast model predictive control. fast_mpc contains two C functions, with ... interface, that implement the fast model predictive control methods described in the paper Fast Model ... Predictive Control Using Online Optimization. See this paper for the precise problem formulation and meanings...
  • OSCAR

  • Referenced in 47 articles [sw03026]
  • simultaneously select variables while grouping them into predictive clusters. In addition to improving prediction accuracy ... similar effect on the response to form predictive clusters represented by a single coefficient ... variable selection techniques in terms of both prediction error and model complexity, while yielding...
  • Valgrind

  • Referenced in 58 articles [sw04420]
  • thread error detectors, a cache and branch-prediction profiler, a call-graph generating cache ... branch-prediction profiler, and a heap profiler. It also includes three experimental tools: a heap/stack/global...
  • DENFIS

  • Referenced in 58 articles [sw24183]
  • system and its application for time-series prediction. This paper introduces a new type ... their application for dynamic time series prediction. DENFIS evolve through incremental, hybrid (supervised/unsupervised), learning...
  • Euk-mPLoc

  • Referenced in 42 articles [sw26860]
  • large-scale eukaryotic protein subcellular location prediction by incorporating multiple sites. One of the critical ... challenges in predicting protein subcellular localization is how to deal with the case of multiple ... computational approach to predict the desired information for the blank, so far, all the existing ... methods for predicting eukaryotic protein subcellular localization are limited in the case of single location...
  • DiceKriging

  • Referenced in 71 articles [sw07783]
  • methods for computer experiments. Estimation, validation and prediction of kriging models. Important functions : km, print.km...
  • boost

  • Referenced in 38 articles [sw35655]
  • diagnosis. They create a need for class prediction tools, which can deal with a large ... that serve as a quantification of the predictive uncertainty. A very promising solution ... boosting, the resulting classifier consistently improves the predictive performance and the probability estimates of both ... making a bigger computing effort. The advantageous predictive potential is also confirmed by comparing BagBoosting...
  • GeneSrF

  • Referenced in 69 articles [sw08254]
  • redundant sets of genes that have good predictive performance. The second is a more heuristic...
  • qpOASES

  • Referenced in 66 articles [sw05107]
  • that make it particularly suited for model predictive control (MPC) applications. The software package qpOASES...
  • node2vec

  • Referenced in 41 articles [sw27202]
  • node2vec: Scalable Feature Learning for Networks. Prediction tasks over nodes and edges in networks require ... significant progress in automating prediction by learning the features themselves. However, present feature learning approaches ... techniques on multi-label classification and link prediction in several real-world networks from diverse...
  • PROC NLMIXED

  • Referenced in 65 articles [sw11039]
  • estimated model to construct predictions of arbitrary functions by using empirical Bayes estimates...
  • GRI-Mech 3.0

  • Referenced in 64 articles [sw07056]
  • which also furnish the best combined modeling predictability of basic combustion properties. Improvements were made...
  • ACADO

  • Referenced in 63 articles [sw04764]
  • algorithms for direct optimal control, including model predictive control, state and parameter estimation and robust...
  • Memtype-2L

  • Referenced in 39 articles [sw16472]
  • Memtype-2L: a web server for predicting membrane proteins and their types by incorporating evolution ... been developed: the 1st layer prediction engine is to identify a query protein as membrane ... automatically continued with the 2nd-layer prediction engine to further identify its type among...
  • ML-KNN

  • Referenced in 62 articles [sw12923]
  • labels, and the task is to predict the label sets of unseen instances through analyzing...
  • BKZ

  • Referenced in 60 articles [sw10242]
  • with high blocksize $geq 50$, which can predict approximately both the output quality...
  • Eigentaste

  • Referenced in 60 articles [sw12451]
  • derive analytic estimates of NMAE when predictions are random. On the Jester dataset, Eigentaste computes...