Performance Evaluation of Deep Learning Models for Water Quality Index Prediction: A Comparative Study of LSTM, TCN, ANN, and MLP

Performance Evaluation of Deep Learning Models for Water Quality Index Prediction: A Comparative Study of LSTM, TCN, ANN, and MLP

Environmental monitoring and predictive modeling of the Water Quality Index (WQI) through the assessment of the water quality.

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Bibliographische Detailangaben
Veröffentlicht in:arXiv.org 2024-11
Hauptverfasser: Ismail, Muhammad, Abbas, Farkhanda, Shahid Munir Shah, Aljawarneh, Mahmoud, Lachhman Das Dhomeja, Fazila Abbas, Shoaib, Muhammad, Abdulwahed Fahad Alrefaei, Mohammed Fahad Albeshr
Format: Artikel
Sprache:eng
Schlagworte:
Comparative studies
Environmental monitoring
Performance evaluation
Prediction models
Predictions
Water quality
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Beschreibung
Zusammenfassung:Environmental monitoring and predictive modeling of the Water Quality Index (WQI) through the assessment of the water quality.
ISSN:2331-8422