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09/24/2020
Parsimonious Feature Extraction Methods: Extending Robust Probabilistic Projections with Generalized Skew-t
We propose a novel generalisation to the Student-t Probabilistic Princip...
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09/02/2020
Cost-aware Feature Selection for IoT Device Classification
Classification of IoT devices into different types is of paramount impor...
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04/02/2020
Spatiotemporal analysis of urban heatwaves using Tukey g-and-h random field models
The statistical quantification of temperature processes for the analysis...
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06/10/2019
Multimodal Data Fusion of Non-Gaussian Spatial Fields in Sensor Networks
We develop a robust data fusion algorithm for field reconstruction of mu...
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04/30/2019
Asymptotic Distribution of the Score Test for Detecting Marks in Hawkes Processes
The asymptotic distribution of the score test of the null hypothesis tha...
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11/22/2017
Riemannian tangent space mapping and elastic net regularization for cost-effective EEG markers of brain atrophy in Alzheimer's disease
The diagnosis of Alzheimer's disease (AD) in routine clinical practice i...
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11/12/2017
Sensor Selection and Random Field Reconstruction for Robust and Cost-effective Heterogeneous Weather Sensor Networks for the Developing World
We address the two fundamental problems of spatial field reconstruction ...
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10/30/2010