Elena Facco

Publications

542

Citations

H-Index

2017

Active since

Affiliations

Scuola Internazionale Superiore di Studi Avanzati(Current)

The Abdus Salam International Centre for Theoretical Physics (ICTP)

Elena Facco is an author at Scuola Internazionale Superiore di Studi Avanzati specializing in engineering, dimensionality reduction, and natural sciences.

Top concepts

EngineeringDimensionality ReductionData MiningData ScienceNatural SciencesKnowledge DiscoveryMedical Image ComputingEnergyEntropyDynamics

Publications per year

2017–2021

Publications

Estimating the intrinsic dimension of datasets by a minimal neighborhood information

Elena Facco, Maria d’Errico, Álex Rodríguez et al. · Scientific Reports · 2017 · 342 citations · Full text

Automatic topography of high-dimensional data sets by non-parametric density peak clustering

Maria d’Errico, Elena Facco, Alessandro Laio et al. · Information Sciences · 2021 · 69 citations · Full text

Density Estimation, Engineering, Data Science +12

Computing the Free Energy without Collective Variables

Álex Rodríguez, Maria d’Errico, Elena Facco et al. · Journal of Chemical Theory and Computation · 2018 · 58 citations

Free Energy, Engineering, Energy Efficiency +21

Data segmentation based on the local intrinsic dimension

Michele Allegra, Elena Facco, Francesco Denti et al. · BOA (University of Milano-Bicocca) · 2020 · 44 citations · Full text

Local Id, Machine Learning, Engineering +18

The intrinsic dimension of protein sequence evolution

Elena Facco, Andrea Pagnani, Elena Tea Russo et al. · PLoS Computational Biology · 2019 · 29 citations · Full text

Genetics, Genomics, Sequence Alignment +17

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