Finally, th chronicle discovery algorithm proposed in this paper is illustrated on a sport perform nce monitoring device for diagnosis of movement deviations in the tempor l d main, in the vent d main, or both, considered as faults for the athlete. Keywords: Fault Diagnosis, Machine Learning, Clustering, Temporal Pattern Mining, Chronicle ...