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Data information integrated neural network (DINN) algorithm: interpretable machine learning by incorporating correlation information in the model architecture

Ashraf, Waqar Muhammad; Dua, Vivek; (2024) Data information integrated neural network (DINN) algorithm: interpretable machine learning by incorporating correlation information in the model architecture. Presented at: ChemEngDayUK24, London, UK. Green open access

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Type: Poster
Title: Data information integrated neural network (DINN) algorithm: interpretable machine learning by incorporating correlation information in the model architecture
Event: ChemEngDayUK24
Location: London, UK
Dates: 25 - 26 April 2024
Open access status: An open access version is available from UCL Discovery
Publisher version: https://www.imperial.ac.uk/chemical-engineering/ne...
Language: English
Keywords: Interpretable ML, Data Centric Computing, Neural Networks
UCL classification: UCL
UCL > Provost and Vice Provost Offices > UCL BEAMS
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Chemical Engineering
URI: https://discovery.ucl.ac.uk/id/eprint/10191470
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