An incremental knowledge acquisition-based system for critical domains

Expert Systems with Applications

Volumn 37, Issue 4, 2010, Pages 2838-2847

  Torralba Rodríguez, Francisco Jesús ^a   Fernández Breis, Jesualdo Tomás ^a   Martínez Béjar, Rodrigo ^a   Bixquert Montagud, Vicente ^b  

^a UNIVERSITY OF MURCIA   (Spain)

^b HOSPITAL UNIVERSITARIO VIRGEN DE LA ARRIXACA   (Spain)

Author keywords

Knowledge based systems; Medical informatics; Ripple Down Rules

Indexed keywords

APPLICATION DOMAINS; BEST DECISION; COMPLEX DOMAINS; CRITICAL DOMAIN; CRITICAL ENVIRONMENT; DECISION MAKING PROCESS; INCREMENTAL KNOWLEDGE ACQUISITION; INTELLIGENT CLASSIFICATION; MEDICAL DOMAINS; MEDICAL INFORMATICS; MULTIPLE CLASSIFICATION RIPPLE DOWN RULES; RIPPLE DOWN RULES;

INFORMATION SCIENCE; INTELLIGENT SYSTEMS; KNOWLEDGE ACQUISITION; KNOWLEDGE BASED SYSTEMS;

DECISION MAKING;

EID: 71549145979     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2009.09.007     Document Type: Article

References (13)

1. Beydoun G., and Hoffmann A. Incremental acquisition of search knowledge. International Journal of Human-Computer Studies 52 (2000) 493-530
2. Cao, T. M. (2006). An analysis of incremental knowledge acquisition, PhD thesis, University of New South Wales.
3. Charbonnier S. On line extraction of temporal episodes from ICU high-frequency data: A visual support for signal interpretation. Computer Methods and Programs in Biomedicine 78 (2005) 115-132
4. Compton P., and Jansen R. A philosophical basis for knowledge acquisition. Knowledge Acquisition 2 (1990) 241-257
5. Edwards G., Compton P., Malor R., Srinivasan A., and Lazarus L. PEIRS: A pathologist maintained expert system for the interpretation of chemical pathology reports. Pathology 25 (1993) 27-34
6. Kang, B., Compton, P., & Preston, P. (1995). Multiple classification ripple down rules: Evaluation and possibilities. In Proceedings of the 9th AAAI-sponsored Banff knowledge acquisition for knowledge based systems workshop.
7. Kang B., Yoshida K., Motoda H., and Compton P. A help desk system with intelligence interface. Applied Artificial Intelligence 11 (1997) 611-631
8. Kyriakides, E., Stahlhut, J., & Heydt, G. (2007). A next generation alarm processing algorithm incorporating recommendations and decisions on wide area control. In Proceedings of the IEEE 2007 PES general meeting, Tampa, Florida.
9. Lawless S.T. Crying wolf: False alarms in a pediatric ICU. Critical Care Medicine 22 6 (1994) 981-985
10. Park, M., Cao, T. M., Jin, J., & Wilson, L. (2003). Multiple classification ripple down rule and fuzzy sets in computer aided diagnosis. In Proceedings of the 5th IFAC symposium on modelling and control in biomedical systems (including biological systems), Melbourne, Australia.
11. Prayote, A. (2007). Knowledge based anomaly detection, PhD thesis, University of New South Wales.
12. Shiraz, G., & Sammut, C. (1997). Combining knowledge acquisition and machine learning to control dynamic systems. In Proceedings of the 15th international joint conference in artificial intelligence (pp. 908-913).
13. Valencia-García, R. (2005). Un Entorno para la Extracción Incremental de Conocimiento desde Texto en Lenguaje Natural, PhD thesis, University of Murcia.