181 citations · 187 across the 4 of their papers we have counts for
4 papers
A graph representation based on fluid diffusion model for data analysis: theoretical aspects and enhanced community detection
Andrea Marinoni, Christian Jutten, Mark Girolami
Representing data by means of graph structures identifies one of the most valid approach to extract information in several data analysis applications. This is especially true when…
Improving Global Forest Mapping by Semi-automatic Sample Labeling with Deep Learning on Google Earth Images
Qian Shi, Xiaolei Qin, Lingyu Sun +6
Global forest cover is critical to the provision of certain ecosystem services. With the advent of the google earth engine cloud platform, fine resolution global land cover mapping…
Enhancing ensemble learning and transfer learning in multimodal data analysis by adaptive dimensionality reduction
Andrea Marinoni, Saloua Chlaily, Eduard Khachatrian +4
Modern data analytics take advantage of ensemble learning and transfer learning approaches to tackle some of the most relevant issues in data analysis, such as lack of labeled data…
Super-resolution-based Change Detection Network with Stacked Attention Module for Images with Different Resolutions
Mengxi Liu, Qian Shi, Andrea Marinoni +3
Change detection, which aims to distinguish surface changes based on bi-temporal images, plays a vital role in ecological protection and urban planning. Since high resolution (HR)…