OPTICS-Based Clustering of Emails Represented by Quantitative Profiles
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- Špitalský V., Grendár M. (2013) OPTICS-Based Clustering of Emails Represented by Quantitative Profiles. In: Omatu S., Neves J., Rodriguez J., Paz Santana J., Gonzalez S. (eds) Distributed Computing and Artificial Intelligence. Advances in Intelligent Systems and Computing, vol 217. Springer, Cham
OPTICS (Ordering Points To Identify the Clustering Structure) is an algorithm for finding density-based clusters in data.We introduce an adaptive dynamical clustering algorithm based on OPTICS. The algorithm is applied to clustering emails which are represented by quantitative profiles. Performance of the algorithm is assessed on public email corpuses TREC and CEAS.
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