Titlebook: Advances in Intelligent Data Analysis XVIII; 18th International S Michael R. Berthold,Ad Feelders,Georg Krempl Conference proceedings‘‘‘‘‘‘

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Classroom Assessment in Mathematicsregarding a large part of the world’s population. The self-disclosure of personal information, in the form of text, pictures and videos, exposes the authors of such contents (and not only them) to many criminal acts such as identity thefts, stalking, burglary, frauds, and so on. In this paper, we pr

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Melissa Andrade-Molina,Leonora Díaz Moreno size of the original data. This causes computational problems (enumerating a large set of patterns will inevitably take a substantial amount of time) as well as problems for interpretation and usability (trawling through a large set of patterns is often impractical)..Two complementary research line

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https://doi.org/10.1007/978-981-15-1827-0 present GraphTrees, a novel method that relies on random decision trees to compute pairwise dissimilarities between vertices in a graph. We show that using different types of trees, it is possible to extend this framework to graphs where the vertices have attributes. While many existing methods tha

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Pragmatics and Discourse Perspectives,t of attention for clustering purposes in several fields such as image processing or text mining. However, despite its mathematical elegance and simplicity, NMF has exposed a main issue which is its strong sensitivity to starting points, resulting in NMF struggling to converge toward an optimal solu

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