Logic-based incremental process mining

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

Volumn 9286, Issue , 2015, Pages 218-221

  Ferilli, Stefano ^a   Redavid, Domenico ^b   Esposito, Floriana ^a  

^a UNIVERSITY OF BARI   (Italy)

^b Artificial Brain Srl   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; DATA MINING; FORMAL LOGIC; LEARNING SYSTEMS; RECONFIGURABLE HARDWARE;

BUILDING PROCESS MODELS; COMPLEX CONDITION; CONTROLLED EXPERIMENT; FIRST ORDER LOGIC; INCREMENTAL METHOD; INCREMENTAL PROCESS; ITS EFFICIENCIES; PROCESS MODEL;

COMPUTER CIRCUITS;

EID: 84984605143     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-s319-23461-8_17     Document Type: Conference Paper

References (6)

1. Agrawal, R., Gunopulos, D., Leymann, F.: Mining process models from workflow logs. In: Schek, H.-J., Saltor, F., Ramos, I., Alonso, G. (eds.) EDBT 1998. LNCS, vol. 1377, pp. 469–483. Springer, Heidelberg (1998)
2. de Medeiros, A.K.A., Weijters, A.J.M.M., van der Aalst, W.M.P.: Genetic process mining: an experimental evaluation. Data Min. Knowl. Discov. 14(2), 245–304 (2007)
3. Esposito, F., Semeraro, G., Fanizzi, N., Ferilli, S.: Multistrategy theory revision: Induction and abduction in inthelex. Machine Learning Journal 38(1/2), 133–156 (2000)
4. Ferilli, S.: Woman: Logic-based workflow learning and management. IEEE Transactions on Systems, Man and Cybernetics: Systems 44(6), 744–756 (2013)
5. Herbst, J., Karagiannis, D.: Integrating machine learning and workflow management to support acquisition and adaptation of workflow models. In: Proceedings of the 9th International Workshop on Database and Expert Systems Applications, pp. 745–752. IEEE (1998)
6. Weijters, A.J.M.M., van der Aalst, W.M.P.: Rediscovering workflow models from event-based data. In: Hoste, V., De Pauw, G., (eds.) Proceedings of the 11th Dutch-Belgian Conference of Machine Learning (Benelearn 2001), pp. 93–100 (2001)