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Recent Submissions
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Towards and efficient algorithm for computing the reduced mutual information
(IOS Press, 2022)
Conference lecture
Open AccessNewman et al. introduced the Reduced Mutual Information (RMI), a measure of the similarity between two partitions of a set useful in clustering and community detection. The computation of RMI requires counting the amount ... -
The assessment of clustering on weighted network with R package clustAnalytics
(IOS Press, 2022)
Conference lecture
Open AccessWe present clustAnalytics, an R package available now on CRAN, which provides methods to validate the results of clustering algorithms on unweighted and weighted networks, particularly for the cases where the existence of ... -
Visual analysis of environmental noise data
(IADIS Press, 2022)
Conference report
Restricted access - publisher's policySmart cities generate a large amount of information that, if used properly, can help improve people's quality of life, while providing environmental support. Decreasing pollution generated by noise, is a prevailing concern, ... -
Accurate molecular atom selection in VR
(European Association for Computer Graphics (Eurographics), 2022)
Conference report
Open AccessTarget acquisition is a basic task that is part of almost any high-level interaction in 3D environments. Therefore, providing accurate selection is a necessity for most applications and games. When targets are small and ... -
How should we design violin plots?
(Institute of Electrical and Electronics Engineers (IEEE), 2022)
Conference report
Open AccessOne way to illustrate distributions of samples is through the use of violin plots. The original design is a combination of boxplot and density plot mirrored and plot around the boxplot. However, there are other designs in ... -
The knowledge graph lifecycle in NTT DATA
(CEUR-WS.org, 2022)
Conference lecture
Open AccessThe Semantic Business Unit (SEMBU) in NTT DATA aims to increase the semantic interoper ability and accessibility of European institutions’ data projects by following Linked Open Data (LOD) principles to build controlled ... -
Accurate molecular atom selection in VR
(European Association for Computer Graphics (Eurographics), 2022)
Conference lecture
Open AccessAccurate selection in cluttered scenes is complex because a high amount of precision is required. In Virtual Reality Environments, it is even worse, because it is more difficult for us to point a small object with our arms ... -
OpenUEBA – A systematic approach to learn behavioural patterns
(Tecnalia, 2022)
Conference report
Open AccessFor years, Security Operations Centers (SOC) have resorted to SIEM and IDS tools as the core defence shield, offering reactive detection capabilities against latent threats. Despite the effectiveness of the tools described ... -
The linear arrangement library: A new tool for research on syntactic dependency structures
(Association for Computational Linguistics, 2022)
Conference lecture
Open AccessThe new and growing field of Quantitative Dependency Syntax has emerged at the crossroads between Dependency Syntax and Quantitative Linguistics. One of the main concerns in this field is the statistical patterns of syntactic ... -
Impact of filter feature selection on classification: an empirical study
(CEUR-WS.org, 2022)
Conference lecture
Open AccessThe high-dimensionality of Big Data poses challenges in data understanding and visualization. Furthermore, it leads to lengthy model building times in data analysis and poor generalization for machine learning models. ... -
Semantics for connectivity management in IoT sensing
(Springer Nature, 2021)
Conference report
Open AccessThere are a large number of Internet of Things (IoT) devices that transmit information over the Internet, each with a different data format to denote the same semantic concept. This often leads to data incompatibilities ... -
Improving the extraction of process annotations from text with inter-sentence analysis
(Springer, 2020)
Conference report
Open AccessThe automatic extraction of formal process information from textual descriptions of processes is a challenging problem, but worth exploring, since it enables organizations to align complementary information that talks about ...
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