Optimal Data Reduction of Training Data in Machine Learning-Based Modelling: A Multidimensional Bin Packing Approach. Wibbeke, Jelke, Teimourzadeh Baboli, P., & Rohjans, S. Energies (19961073), 15(9):N.PAG- (13S.), 2022. EDS: egs:156848382; Quelldatenbank: EDS; Sprache: English; Nachgewiesen in: Engineering Source; Document Type: Article; Author Affiliations: 1 = Department for Civil Engineering Geoinformation and Health Technology, Jade University of Applied Science, 26121 Oldenburg, Germany ; 2 = Energy Department, OFFIS—Institute for Information Technology, 26121 Oldenburg, Germany; Full Text Word Count: 6020
Optimal Data Reduction of Training Data in Machine Learning-Based Modelling: A Multidimensional Bin Packing Approach. [link]Paper  doi  bibtex   
@article{wibbeke2022optimal,
  author       = {{Wibbeke, Jelke and Teimourzadeh Baboli, Payam and Rohjans, Sebastian}},
  howpublished = {{online}},
  issn         = {{1996-1073}},
  journal      = {{Energies (19961073)}},
  keywords     = {{DATA reduction,BIG data,MACHINE learning,Subjects: DATA reduction BIG data MACHINE learning,big data,discretization,histogram,neural network,numerosity reduction,regression,training data}},
  note         = {{EDS: egs:156848382; Quelldatenbank: EDS; Sprache: English; Nachgewiesen in: Engineering Source; Document Type: Article; Author Affiliations:  1 =   Department for Civil Engineering Geoinformation and Health Technology, Jade University of Applied Science, 26121 Oldenburg, Germany ;   2 =   Energy Department, OFFIS—Institute for Information Technology, 26121 Oldenburg, Germany; Full Text Word Count: 6020}},
  number       = {{9}},
  pages        = {{N.PAG- (13S.)}},
  title        = {{Optimal Data Reduction of Training Data in Machine Learning-Based Modelling: A Multidimensional Bin Packing Approach.}},
  type         = {{article}},
  url          = {{https://fhb-aachen.digibib.net/search/eds/record/egs:156848382/eds-fulltext; https://doi.org/10.3390/en15093092}},
  doi          = {{10.3390/en15093092}},
  volume       = {{15}},
  year         = {{2022}},
}

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