• boost

  • Referenced in 36 articles [sw35655]
  • modified boosting algorithms, for benchmark studies and for the simulation of microarray data are available...
  • Chaff

  • Referenced in 570 articles [sw06916]
  • well as in Artificial Intelligence (AI). This study has culminated in the development of several ... magnitude performance improvement on difficult SAT benchmarks in comparison with other solvers (DP or otherwise...
  • PARSEC

  • Referenced in 26 articles [sw09610]
  • Shared-Memory Computers (PARSEC), a benchmark suite for studies of Chip-Multiprocessors (CMPs). Previous available...
  • MultiLoc2

  • Referenced in 8 articles [sw22456]
  • main eukaryotic subcellular localizations. In a benchmark study with five localizations, MultiLoc2 performs considerably better ... second dataset that extends the benchmark study to all eleven main eukaryotic subcellular localizations. CONCLUSION ... outperforms other prediction systems in two benchmarks studies. MultiLoc2 is available as user-friendly...
  • RCV1

  • Referenced in 114 articles [sw07279]
  • corrected data as RCV1-v2. We benchmark several widely used supervised learning methods on RCV1 ... research, and providing baseline results for future studies. We make available detailed, per-category experimental...
  • MOCell

  • Referenced in 10 articles [sw23794]
  • evolutionary multiobjective optimizers. For the studied benchmark, our experiments indicate that MOCell obtains competitive results...
  • MCPSO

  • Referenced in 16 articles [sw30149]
  • synergistic scenario, respectively. In the simulation studies, several benchmark functions are performed, and the performances...
  • HyFIS

  • Referenced in 12 articles [sw24184]
  • proposed neuro-fuzzy hybrid model, extensive simulation studies of nonlinear complex dynamic systems are carried ... control of nonlinear dynamical systems. Two benchmark case studies are used to demonstrate that...
  • SensorDCSP

  • Referenced in 7 articles [sw30992]
  • complexity. We introduce SensorDCSP, a naturally distributed benchmark based on a real-world application that ... networked distributed systems. In order to study the performance of Distributed CSP (DisCSP) algorithms ... perform both analytical and empirical study of this benchmark domain. In particular, this benchmark allows...
  • NuMVC

  • Referenced in 12 articles [sw08219]
  • NuMVC. \parWe conduct extensive experimental studies on the standard benchmarks, namely DIMACS and BHOSLIB ... clearly dominates all competitors on the BHOSLIB benchmark. Also, experimental results indicate that NuMVC finds ... well as some structured ones. Moreover, we study the effectiveness of the two strategies...
  • iRSpot-Pse6NC

  • Referenced in 13 articles [sw27677]
  • predict these spots. In this study, we rebuilt the benchmark dataset by unifying its samples...
  • MMDetection

  • Referenced in 4 articles [sw30737]
  • addition, we also conduct a benchmarking study on different methods, components, and their hyper-parameters ... wish that the toolbox and benchmark could serve the growing research community by providing...
  • pyMDO

  • Referenced in 16 articles [sw07561]
  • rapid development and benchmarking of new methods. Results generated from this study provide a strong...
  • MotifVoter

  • Referenced in 3 articles [sw35324]
  • gene regulation. Based on Tompa’s benchmark study, the performance of current de novo motif ... improvement gained is not substantial. Our study reveals that these methods do not fully exploit ... ensemble methods significantly on Tompa’s benchmark, Escherichia coli, and ChIP-Chip datasets. MotifVoter...
  • Bears

  • Referenced in 2 articles [sw28474]
  • Benchmark for Automatic Program Repair Studies. Benchmarks of bugs are essential to empirically evaluate automatic ... bugs into an extensible bug benchmark for automatic repair studies in Java. The collection...
  • iRSpot-PseDNC

  • Referenced in 65 articles [sw22437]
  • effectively identifying the recombination regions. In this study, a predictor, called ’iRSpot-PseDNC’, was developed ... existing methods in this area. Although the benchmark data set used to train and test ... PseDNC approach can be also used to study many other DNA-related problems...
  • SALBPGen

  • Referenced in 20 articles [sw14513]
  • challenging benchmark data sets which are suited for comprehensive statistical tests in comparative studies...
  • cubremot

  • Referenced in 2 articles [sw37407]
  • trust towards the European Parliament. A benchmark study is conducted to settle the proposal among...
  • DFT-FE

  • Referenced in 2 articles [sw33910]
  • more than 10,000 electrons. The benchmark studies also highlight the excellent parallel scalability...