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Addressing data dependency in neural networks: introducing the Knowledge Enhanced Neural Network (KENN) for time series forecasting +.

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Title: Addressing data dependency in neural networks: introducing the Knowledge Enhanced Neural Network (KENN) for time series forecasting +.
Authors: Chattha, Muhammad Ali1,2,3, muhammad_ali.chattha@dfki.de, Malik, Muhammad Imran3, malik.imran@seecs.edu.pk, Dengel, Andreas1,2, andreas.dengel@dfki.de, Ahmed, Sheraz2, sheraz.ahmed@dfki.de
Source: Machine Learning; Feb2025, Vol. 114 Issue 2, p1-25, 25p
Database: Applied Science & Technology Source
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PubType: Academic Journal
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  Data: Addressing data dependency in neural networks: introducing the Knowledge Enhanced Neural Network (KENN) for time series forecasting +.
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  Data: <searchLink fieldCode="AU" term="%22Chattha%2C+Muhammad+Ali%22">Chattha, Muhammad Ali</searchLink><relatesTo>1,2,3</relatesTo>, <i>muhammad_ali.chattha@dfki.de</i><br /><searchLink fieldCode="AU" term="%22Malik%2C+Muhammad+Imran%22">Malik, Muhammad Imran</searchLink><relatesTo>3</relatesTo>, <i>malik.imran@seecs.edu.pk</i><br /><searchLink fieldCode="AU" term="%22Dengel%2C+Andreas%22">Dengel, Andreas</searchLink><relatesTo>1,2</relatesTo>, <i>andreas.dengel@dfki.de</i><br /><searchLink fieldCode="AU" term="%22Ahmed%2C+Sheraz%22">Ahmed, Sheraz</searchLink><relatesTo>2</relatesTo>, <i>sheraz.ahmed@dfki.de</i>
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  Data: <searchLink fieldCode="JN" term="%22Machine+Learning%22">Machine Learning</searchLink>; Feb2025, Vol. 114 Issue 2, p1-25, 25p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=182539697
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      – Type: doi
        Value: 10.1007/s10994-024-06714-9
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      – Code: eng
        Text: English
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            NameFull: Malik, Muhammad Imran
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              Text: Feb2025
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              Y: 2025
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              Value: 114
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