401 citations · 2.8k across the 88 of their papers we have counts for
5 papers · 1 filter
Which will be your firm's next technology? Comparison between machine learning and network-based algorithms
Matteo Straccamore, Luciano Pietronero, Andrea Zaccaria
We reconstruct the innovation dynamics of about two hundred thousand companies by following their patenting activity for about ten years. We define the technological portfolios of…
Universal Database for Economic Complexity
Aurelio Patelli, Andrea Zaccaria, Luciano Pietronero
We present an integrated database suitable for the investigations of the Economic development of countries by using the Economic Fitness and Complexity framework. Firstly, we imple…
Product Progression: a machine learning approach to forecasting industrial upgrading
Giambattista Albora, Luciano Pietronero, Andrea Tacchella +1
Economic complexity methods, and in particular relatedness measures, lack a systematic evaluation and comparison framework. We argue that out-of-sample forecast exercises should pl…
Zipf's law for cosmic structures: how large are the greatest structures in the universe?
Giordano De Marzo, Francesco Sylos Labini, Luciano Pietronero
The statistical characterization of the distribution of visible matter in the universe is a central problem in modern cosmology. In this respect, a crucial question still lacking a…
Relatedness in the Era of Machine Learning
Andrea Tacchella, Andrea Zaccaria, Marco Miccheli +1
Relatedness is a quantification of how much two human activities are similar in terms of the inputs and contexts needed for their development. Under the idea that it is easier to m…