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Data Preprocessing and Model Design for Medicine Problems
(Hindawi Publishing Corporation, 2013)
Image-based delineation and classification of built heritage masonry
(MDPI, 2014-02-28)
[EN]Fundación Zain is developing new built heritage assessment protocols. The goal is to objectivize and standardize the analysis and decision process that leads to determining the degree of protection of built heritage ...
Energy and information in Hodgkin-Huxley neurons
(American Physical Society, 2011-03-21)
[EN]The generation of spikes by neurons is energetically a costly process and the evaluation of the metabolic energy required to maintain the signaling activity of neurons a challenge of practical interest. Neuron models ...
Image-Based Delineation and Classification of Built Heritage Masonry
(MDPI, 2014-03)
Fundacion Zain is developing new built heritage assessment protocols. The goal is to objectivize and standardize the analysis and decision process that leads to determining the degree of protection of built heritage in the ...
Multiple-view flexible semi-supervised classification through consistent graph construction and label propagation
(Elsevier, 2022-02)
Graph construction plays an essential role in graph-based label propagation since graphs give some information on the structure of the data manifold. While most graph construction methods rely on predefined distance ...
Active Mapping and Robot Exploration: A Survey
(MDPI, 2021-04-02)
Simultaneous localization and mapping responds to the problem of building a map of the environment without any prior information and based on the data obtained from one or more sensors. In most situations, the robot is ...
Penalized Partial Least Square applied to structured data
(Springer, 2020-08)
Nowadays, data analysis applied to high dimension has arisen. The edification of high-dimensional data can be achieved by the gathering of different independent data. However, each independent set can introduce its own ...
Statistical Atlases and Automatic Labeling Strategies to Accelerate the Analysis of Social Insect Brain Evolution
(Frontiers Media, 2022-02)
[EN] Current methods used to quantify brain size and compartmental scaling relationships in studies of social insect brain evolution involve manual annotations of images from histological samples, confocal microscopy or ...
Ideafix: a decision tree-based method for the refinement of variants in FFPE DNA sequencing data
(Oxford University Press, 2021-12)
[EN]Increasingly, treatment decisions for cancer patients are being made from next-generation sequencing results generated from formalin-fixed and paraffin-embedded (FFPE) biopsies. However, this material is prone to ...
Embedding-based real-time change point detection with application to activity segmentation in smart home time series data
(Elsevier, 2021-12-15)
[EN]Human activity recognition systems are essential to enable many assistive applications. Those systems can be sensor-based or vision-based. When sensor-based systems are deployed in real environments, they must segment ...