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A software system for the microbial source tracking problem

Autor
Sànchez, D.; Belanche, Ll.; Blanch, A.
Tipus d'activitat
Presentació treball a congrés
Nom de l'edició
2nd Workshop on Applications of Pattern Analysis
Any de l'edició
2011
Data de presentació
2011
Llibre d'actes
Proceedings of the Second workshop on applications of pattern analysis: 19-21 October, 2011, CIEM, Castro Urdiales, Spain
Pàgina inicial
56
Pàgina final
62
Repositori
http://hdl.handle.net/2117/18005 Obrir en finestra nova
URL
http://jmlr.csail.mit.edu/proceedings/papers/v17/ Obrir en finestra nova
Resum
The aim of this paper is to report the achievement of Ichnaea, a fully computer-based prediction system that is able to make fairly accurate predictions for Microbial Source Tracking studies. The system accepts examples showing diff erent concentration levels, uses indicators (variables) with diff erent environmental persistence, and can be applied at diff erent geographical or climatic areas. We describe the inner workings of the system and report on the specifi c problems and challenges arisen...
Citació
Sànchez, D.; Belanche, Ll.; Blanch, A. A software system for the microbial source tracking problem. A: Workshop on Applications of Pattern Analysis. "Proceedings of the Second workshop on applications of pattern analysis: 19-21 October, 2011, CIEM, Castro Urdiales, Spain". Castro Urdiales: 2011, p. 56-62.
Paraules clau
Microbial source tracking, Real-world machine learning applications
Grup de recerca
IDEAI-UPC - Intelligent Data Science and Artificial Intelligence Research Center
SOCO - Soft Computing

Participants

Arxius