AT
Andrea Tacchella
econ.GNq-fin.ECphysics.soc-phcs.AIcs.CLcs.LGeconomic complexityEconomic DevelopmentModels, Economicq-fin.GN
On Valency
published · living versionsW_uwznxfmc·v1 · currentpublished
Follow the money: a startup-based measure of AI exposure across occupations, industries and regions
with Enrico Maria Fenoaltea, Dario Mazzilli, Aurelio Patelli, Angelica Sbardella +3
1 version
Preprints & journals
30 papers in the corpus · 2011–2026Follow the money: a startup-based measure of AI exposure across occupations, industries and regions2412.04924v2 · Enrico Maria Fenoaltea, Dario Mazzilli, Aurelio Patelli et al.2024 · 2 citationsarXivon Valency
How the Taxonomy of Products Drives the Economic Development of Countries1408.2138v1 · Andrea Zaccaria, Matthieu Cristelli, Andrea Tacchella et al.2014 · 102 citationsPLoS ONE 9(12): e113770 (2014)on Valency
Why we like the ECI+ algorithm1708.01161v1 · Andrea Gabrielli, Matthieu Cristelli, Dario Mazzilli et al.2017 · 6 citationsarXiv
Anticipating Innovation Using Large Language Models2605.04875v1 · Enrico Maria Fenoaltea, Filippo Santoro, Giordano De Marzo et al.2026 · 0 citationsarXiv
Comparative analysis of technological fitness and coherence at different geographical scales.40802834 · Straccamore, Matteo, Bruno, Matteo, Tacchella, Andrea2025 · 1 citationPloS one. 2025;20(8):e0329746
Product-level value chains from firm data: mapping trophic levels into economic growth2505.01133v1 · Massimiliano Fessina, Andrea Tacchella, Andrea Zaccaria2025 · 0 citationsarXiv
Comparative Analysis of Technological Fitness and Coherence at different geographical scales2503.22666v1 · Matteo Straccamore, Matteo Bruno, Andrea Tacchella2025 · 1 citationarXiv
Vulnerabilities and capabilities in the EU Automotive industry: Leveraging Input-Output Analysis and Economic Complexity2501.01781v2 · Lorenzo Cresti, Dario Mazzilli, Aurelio Patelli et al.2025 · 0 citationsarXiv
The Virtuous Interplay of Infrastructure Development and the Complexity of Nations.33265850 · Cristelli, Matthieu, Tacchella, Andrea, Cader, Masud2024 · 3 citationsEntropy (Basel, Switzerland). 2018;20(10)
Product progression: a machine learning approach to forecasting industrial upgrading.36707529 · Albora, Giambattista, Pietronero, Luciano, Tacchella, Andrea et al.2023 · 22 citationsScientific reports. 2023;13(1):1481
Which products activate a product? An explainable machine learning approach2212.03094v1 · Massimiliano Fessina, Giambattista Albora, Andrea Tacchella et al.2022 · 0 citationsarXiv
A Bayesian approach to translators' reliability assessment2203.07135v2 · Marco Miccheli, Andrej Leban, Andrea Tacchella et al.2022 · 0 citationsarXiv
Product Progression: a machine learning approach to forecasting industrial upgrading2105.15018v1 · Giambattista Albora, Luciano Pietronero, Andrea Tacchella et al.2021 · 22 citationsarXiv
Relatedness in the Era of Machine Learning2103.06017v1 · Andrea Tacchella, Andrea Zaccaria, Marco Miccheli et al.2021 · 23 citationsarXiv
A Context Similarity-Based Analysis of Countries' Technological Performance.33266558 · Napoletano, Andrea, Tacchella, Andrea, Pietronero, Luciano2020 · 5 citationsEntropy (Basel, Switzerland). 2018;20(11)
The Language of Innovation.32352986 · Tacchella, Andrea, Napoletano, Andrea, Pietronero, Luciano2020 · 17 citationsPloS one. 2020;15(4):e0230107
Considering patient clinical history impacts performance of machine learning models in predicting course of multiple sclerosis.32196512 · Seccia, Ruggiero, Gammelli, Daniele, Dominici, Fabio et al.2020 · 59 citationsPloS one. 2020;15(3):e0230219
Collaboration between a human group and artificial intelligence can improve prediction of multiple sclerosis course: a proof-of-principle study.29904574 · Tacchella, Andrea, Romano, Silvia, Ferraldeschi, Michela et al.2020 · 25 citationsF1000Research. 2017;6:2172
Economic Complexity: "Buttarla in caciara" vs a constructive approach1709.05272v1 · Luciano Pietronero, Matthieu Cristelli, Andrea Gabrielli et al.2017 · 8 citationsarXiv
A new and stable estimation method of country economic fitness and product complexity1807.10276v2 · Vito D. P. Servedio, Paolo Butta, Dario Mazzilli et al.2018 · 39 citationsEntropy 2018, 20(10), 783
The Build-Up of Diversity in Complex Ecosystems1609.03617v1 · Andrea Tacchella, Riccardo Di Clemente, Andrea Gabrielli et al.2016 · 5 citationsarXiv
The heterogeneous dynamics of economic complexity.25671312 · Cristelli, Matthieu, Tacchella, Andrea, Pietronero, Luciano2016 · 239 citationsPloS one. 2015;10(2):e0117174
Diversification versus specialization in complex ecosystems.25384059 · Di Clemente, Riccardo, Chiarotti, Guido L, Cristelli, Matthieu et al.2015 · 17 citationsPloS one. 2014;9(11):e112525
Measuring the intangibles: a metrics for the economic complexity of countries and products.23940633 · Cristelli, Matthieu, Gabrielli, Andrea, Tacchella, Andrea et al.2014 · 298 citationsPloS one. 2013;8(8):e70726
A new metrics for countries' fitness and products' complexity.23056915 · Tacchella, Andrea, Cristelli, Matthieu, Caldarelli, Guido et al.2013 · 572 citationsScientific reports. 2012;2:723
A network analysis of countries' export flows: firm grounds for the building blocks of the economy1108.2590v2 · Guido Caldarelli, Matthieu Cristelli, Andrea Gabrielli et al.2011 · 193 citationsPLoS ONE 7(10): e47278 2012on Valency
Career total: 57 works. 30 are in this corpus.Showing the 26 most recent.
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