Voxel-based representation of 3D point clouds: Methods, applications, and its potential use in the construction industry
Sign Up to like & getrecommendations! Published in 2021 at "Automation in Construction"
DOI: 10.1016/j.autcon.2021.103675
Abstract: Abstract Point clouds acquired through laser scanning and stereo vision techniques have been applied in a wide range of applications, proving to be optimal sources for mapping 3D urban scenes. Point clouds provide 3D spatial… read more here.
Keywords: voxel based; based representation; point clouds; construction ... See more keywords
Moment-based representation of the diffusion inside the brain from reduced DMRI acquisitions: Generalized AMURA
Sign Up to like & getrecommendations! Published in 2022 at "Medical image analysis"
DOI: 10.1016/j.media.2022.102356
Abstract: AMURA (Apparent Measures Using Reduced Acquisitions) was originally proposed as a method to infer micro-structural information from single-shell acquisitions in diffusion MRI. It reduces the number of samples needed and the computational complexity of the… read more here.
Keywords: amura; based representation; diffusion; moment based ... See more keywords
From Whole to Part: Reference-Based Representation for Clustering Categorical Data
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Neural Networks and Learning Systems"
DOI: 10.1109/tnnls.2019.2911118
Abstract: Dissimilarity measures play a crucial role in clustering and, are directly related to the performance of clustering algorithms. However, effectively measuring the dissimilarity is not easy, especially for categorical data. The main difficulty of the… read more here.
Keywords: representation; based representation; reference; categorical data ... See more keywords
Kernel-Based Representation Alignment for Class Imbalanced Semi-Supervised Learning.
Sign Up to like & getrecommendations! Published in 2025 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2025.3622936
Abstract: Semi-supervised learning (SSL) offers a promising solution to the challenge of learning from limited labeled data by leveraging the potential of unlabeled data, thus circumventing the need for costly labeling efforts. However, common SSL methods… read more here.
Keywords: supervised learning; kernel based; based representation; class ... See more keywords
ChartKG: A Knowledge-Graph-Based Representation for Chart Images
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Visualization and Computer Graphics"
DOI: 10.1109/tvcg.2024.3476508
Abstract: Chart images, such as bar charts, pie charts, and line charts, are explosively produced due to the wide usage of data visualizations. Accordingly, knowledge mining from chart images is becoming increasingly important, which can benefit… read more here.
Keywords: knowledge graph; chart; based representation; chart images ... See more keywords
Inequalities in place‐based representation: Looking inside electoral districts
Sign Up to like & getrecommendations! Published in 2024 at "European Journal of Political Research"
DOI: 10.1111/1475-6765.12735
Abstract: Do representatives provide fair and proportional representation to each place in their district or, rather, do they favour some places, creating winners and losers of representation? While the impact of geography on representation has been… read more here.
Keywords: representation; based representation; electoral districts; place based ... See more keywords