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024 7 _a10.1007/978-3-319-27430-0
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050 4 _aQ334-342
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245 1 0 _aData Analytics for Renewable Energy Integration
_h[electronic resource] :
_bThird ECML PKDD Workshop, DARE 2015, Porto, Portugal, September 11, 2015. Revised Selected Papers /
_cedited by Wei Lee Woon, Zeyar Aung, Stuart Madnick.
250 _a1st ed. 2015.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2015.
300 _aVII, 155 p. 94 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
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347 _atext file
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490 1 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v9518
505 0 _aImitative learning for online planning in microgrids -- A novel central voltage‐control strategy for smart LV distribution networks -- Quantifying energy demand in mountainous areas -- Performance analysis of data mining techniques for improving the accuracy of wind power forecast combination -- Evaluation of forecasting methods for very small‐scale networks -- Classification cascades of overlapping feature ensembles for energy time series data -- Correlation analysis for determining the potential of home energy management systems in Germany -- Predicting hourly energy consumption. Can regression modeling improve on an autoregressive baseline -- An OPTICS clustering‐based anomalous data filtering algorithm for condition monitoring of power equipment -- Argument visualization and narrative approaches for collaborative spatial decision making and knowledge construction: A case study for an offshore wind farm project.
520 _aThis book constitutes revised selected papers from the third ECML PKDD Workshop on Data Analytics for Renewable Energy Integration, DARE 2015, held in Porto, Portugal, in September 2015. The 10 papers presented in this volume were carefully reviewed and selected for inclusion in this book.
650 0 _aArtificial intelligence.
_93407
650 0 _aData mining.
_93907
650 0 _aRenewable energy sources.
_94906
650 0 _aComputer science
_xMathematics.
_93866
650 0 _aEnergy policy.
_914226
650 0 _aEnergy and state.
_931819
650 1 4 _aArtificial Intelligence.
_93407
650 2 4 _aData Mining and Knowledge Discovery.
_9160685
650 2 4 _aRenewable Energy.
_913722
650 2 4 _aMathematics of Computing.
_931875
650 2 4 _aEnergy Policy, Economics and Management.
_931820
700 1 _aWoon, Wei Lee.
_eeditor.
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700 1 _aAung, Zeyar.
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700 1 _aMadnick, Stuart.
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710 2 _aSpringerLink (Online service)
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776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
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830 0 _aLecture Notes in Artificial Intelligence,
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856 4 0 _uhttps://doi.org/10.1007/978-3-319-27430-0
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