In sewer networks, adding a new element involves multiple phases, including planning, installation, and ongoing maintenance. At each stage of the element's lifecycle—whether it is a pipe, a structure, or an apparatus—different stakeholders and …
We propose a novel refinement of a gradual polarity propagation method to learn the polarities of concepts and their uncertainties with respect to various domains from a labeled corpus. Our contribution consists of introducing a positive correction …
As cities worldwide experience rapid growth, the demand for a robust infrastructure to support the evolving needs of urban residents becomes increasingly important. Managing urban water networks requires accurate and standardized data which is …
Rationale: Machine learning has been illustrated in various medical fields, such as fluid management in sepsis, prediction of renal failure and others. The weaning period is the key to the management of a patient on mechanical ventilation. Weaning …
Within multi-domain sentiment analysis, we study how different domain-dependent polarities can be learned for the same concepts. To this aim, we extend an existing approach based on the propagation of fuzzy polarities over a semantic graph capturing …
The identification of condition specific gene sets from transcrip- tomic experiments has important biological applications, ranging from the discovery of altered pathways between different phe- notypes to the selection of disease-related biomarkers. …
To support knowledge discovery from data, many pattern mining techniques have been proposed. One of the bottlenecks for their dissemination is the number of computed patterns that appear to be either trivial or uninteresting with respect to available …
Pour assister la découverte de connaissances à partir de données, de nombreuses techniques de calcul de motifs ont été proposées. L’un des verrous à leurs disséminations est que nombre des motifs extraits apparaissent triviaux et/ou inintéressants au …
Les graphes orientés attribués sont des graphes orientés dans lesquels les nœuds sont associés à un ensemble d’attributs. De nombreuses données, is- sues du monde réel, peuvent être représentées par ce type de structure, mais encore peu d’algorithmes …
Directed acyclic graphs can be used across many application domains. In this paper, we study a new pattern domain for supporting their analy- sis. Therefore, we propose the pattern language of weighted paths, primitive constraints that enable to …