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Assisting the end-user in the interpretation of profiles for decision support. An application to wastewater treatment plants

Autor
Gibert, Karina; Conti, D.; Vrecko, D.
Tipus d'activitat
Article en revista
Revista
Environmental Engineering and Management Journal
Data de publicació
2012-05
Volum
11
Número
5
Pàgina inicial
931
Pàgina final
944
Repositori
http://hdl.handle.net/2117/27776 Obrir en finestra nova
URL
http://omicron.ch.tuiasi.ro/EEMJ/pdfs/vol11/no5/6_764_Gibert_11.pdf Obrir en finestra nova
Resum
This paper describes the integral Knowle dge Discovery (KDD) process, including bot h prior expert knowledge and interpretation oriented tools to extract the behavior of a real pilot wastewater treatment plant. Special emphasis is made on the interest of developing postprocessing tools for clustering methods which can help the expert to unde rstand the meaning of the clusters and bridge the important existing gap between Data Mining and effective Decision Support. Traffic Lights Panel (TLP) is p...
Citació
Gibert, Karina; Conti, D.; Vrecko, D. Assisting the end-user in the interpretation of profiles for decision support An application to wastewater treatment plants. "Environmental Engineering and Management Journal", Maig 2012, vol. 11, núm. 5, p. 931-944.
Paraules clau
Clustering, Decision-making, Knowledge discovery, Post-processing, Profiles interpretation, Traffic lights panel
Grup de recerca
IDEAI-UPC Intelligent Data Science and Artificial Intelligence
KEMLG - Grup d´Enginyeria del Coneixement i Aprenentatge Automàtic

Participants

  • Gibert, Karina  (autor)
  • Conti, Dante  (autor)
  • Vrecko, Darko  (autor)