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Quiniou, R., Cordier, M.O., Carrault, G., Wang, F.: Application of ILP to cardiac arrhythmia characterization for chronicle recognition. Lecture Notes in Computer Science 2157 (2001) 220--227

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From Propositional to First Order Logic in Machine Learning and.. - Van Laer (2002)   (1 citation)  (Correct)

....on this data confirm this. 6.6.2 Identification of cardiac arrhythmias In the domain of cardiology, ICL has been used successfully at the University of Rennes (IRISA and LTSI) for learning to identify cardiac arrhythmias. Results have been published in [Carrault et al. 1999; Wang et al. 2001; Quiniou et al. 2001]. The idea is the following: given the input signals from multi channel electrocardiograms (ECG s) try to characterise rhythm and conduction disorders that may affect a patient, in this case cardiac arrhythmias. The signals are transformed by a separate module into a series of symbolic ....

R. Quiniou, M.-O. Cordier, G. Carrault, and F. Wang. Application of ILP to cardiac arrhythmia characterization for chronicle recognition. In C. Rouveirol and M. Sebag, editors, Proceedings of the Eleventh International Conference on Inductive Logic Programming, volume 2157 of Lecture Notes in Artificial Intelligence, pages 220-227. Springer-Verlag, 2001.


Using Neural Network to Weight the Partial - Rules Application To   (Correct)

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Quiniou, R., Cordier, M.O., Carrault, G., Wang, F.: Application of ILP to cardiac arrhythmia characterization for chronicle recognition. Lecture Notes in Computer Science 2157 (2001) 220--227


Improving Multiclass ILP by Combining Partial - Rules With Winnow (2004)   (Correct)

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Quiniou, R., Cordier, M.O., Carrault, G., Wang, F.: Application of ILP to cardiac arrhythmia characterization for chronicle recognition. Lecture Notes in Computer Science 2157 (2001) 220--227

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