Mining and retrieving medical processes to assess the quality of care

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 7969 LNAI, Issue , 2013, Pages 233-240

  Montani, Stefania ^a   Leonardi, Giorgio ^a,b   Quaglini, Silvana ^b   Cavallini, Anna ^c   Micieli, Giuseppe ^c  

^a UNIVERSITY OF EASTERN PIEDMONT   (Italy)

^b UNIVERSITY OF PAVIA   (Italy)

^c C MONDINO NATIONAL NEUROLOGICAL INSTITUTE   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

DISTANCE MEASURE; HEALTH CARE MARKETS; HOSPITAL MANAGERS; PROCESS ANALYSIS; PROCESS INFORMATION; PROCESS MINING; QUALITY OF CARE; STROKE MANAGEMENT;

DATA MINING; HOSPITALS; PATIENT TREATMENT;

CASE BASED REASONING;

EID: 84884513985     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-39056-2_17     Document Type: Conference Paper

References (16)

1. Aamodt, A., Plaza, E.: Case-based reasoning: foundational issues, methodological variations and systems approaches. AI Communications 7, 39-59 (1994)
2. Bergmann, R., Gil, Y.: Retrieval of semantic workflows with knowledge intensive similarity measures. In: Ram, A., Wiratunga, N. (eds.) ICCBR 2011. LNCS, vol. 6880, pp. 17-31. Springer, Heidelberg (2011)
3. Bunke, H.: On a relation between graph edit distance and maximum common subgraph. Pattern Recognition Letters 18(8), 689-694 (1997)
4. Van der Aalst, W., van Dongen, B., Herbst, J., Maruster, L., Schimm, G., Weijters, A.: Workflow mining: a survey of issues and approaches. Data and Knowledge Engineering 47, 237-267 (2003)
5. Dijkman, R., Dumas, M., Garca-Banuelos, R.: Graph matching algorithms for business process model similarity search. In: Proc. International Conference on Business Process Management, pp. 48-63 (2009)
6. IEEE Taskforce on Process Mining: Process Mining Manifesto, http://www.win.tue.nl/ieeetfpm
7. Kapetanakis, S., Petridis, M., Knight, B., Ma, J., Bacon, L.: A case based reasoning approach for the monitoring of business workflows. In: Bichindaritz, I., Montani, S. (eds.) ICCBR 2010. LNCS, vol. 6176, pp. 390-405. Springer, Heidelberg (2010)
8. Kendall-Morwick, J., Leake, D.: On tuning two-phase retrieval for structured cases. In: Lamontagne, L., Recio-García, J.A. (eds.) Proc. ICCBR 2012 Workshops, pp. 25-334 (2012)
9. Mans, R., Schonenberg, H., Leonardi, G., Panzarasa, S., Cavallini, A., Quaglini, S., Van der Aalst, W.: Aprocess mining techniques: an application to stroke care. In: Proc. Medical Informatics Europe (MIE), pp. 573-578 (2008)
10. Minor, M., Tartakovski, A., Schmalen, D., Bergmann, R.: Agile workflow technology and case-based change reuse for long-term processes. International Journal of Intelligent Information Technologies 4(1), 80-98 (2008)
11. Montani, S.: Prototype-based management of business process exception cases. Applied Intelligence 33, 278-290 (2010)
12. Montani, S., Leonardi, G.: Retrieval and clustering for supporting business process adjustment and analysis. Information Systems, doi: http://dx.doi.org/10.1016/j.is.2012.11.006
13. Montani, S., Leonardi, G.: Retrieval and clustering for business process monitoring: results and improvements. In: Agudo, B.D., Watson, I. (eds.) ICCBR 2012. LNCS, vol. 7466, pp. 269-283. Springer, Heidelberg (2012)
14. van Dongen, B.F., de Medeiros, A.K.A., Verbeek, H.M.W(E.), Weijters, A.J.M.M.T., van der Aalst, W.M.P.: The proM framework: a new era in process mining tool support. In: Ciardo, G., Darondeau, P. (eds.) ICATPN 2005. LNCS, vol. 3536, pp. 444-454. Springer, Heidelberg (2005) (Pubitemid 41422025)
15. Weber, B., Wild, W.: Towards the agile management of business processes. In: Althoff, K.-D., Dengel, A.R., Bergmann, R., Nick, M., Roth-Berghofer, T.R. (eds.) WM 2005. LNCS (LNAI), vol. 3782, pp. 409-419. Springer, Heidelberg (2005) (Pubitemid 43945431)
16. Weijters, A., Van der Aalst, W., Alves de Medeiros, A.: Process Mining with the Heuristic Miner Algorithm, BETA Working Paper Series, WP 166. Eindhoven University of Technology, Eindhoven (2006)