Paola Cerchiello

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 11

Top Topics

Statistical Inference

Risk Management

Graphical Models

Top Venues

Frontiers Artif. Intell.

Stat. Anal. Data Min.

Publications

Paola Cerchiello, Giancarlo Nicola, Samuel Rönnqvist, Peter Sarlin
Assessing Banks' Distress Using News and Regular Financial Data. Frontiers Artif. Intell. 5 (2022)
Roberta Scaramozzino, Paola Cerchiello, Tomaso Aste
Information Theoretic Causality Detection between Financial and Sentiment Data. Entropy 23 (5) (2021)
Alessandro Bitetto, Elena Bianchi, Piercarlo Dondi, Luca Bianchi, Janos Tolgyesi, Diego Ferri, Luca Lombardi, Paola Cerchiello, Azzurra Marceca, Alberto Barosi
Deep Learning Detection of Cardiac Akinesis in Echocardiograms. ICPR Workshops (1) (2020)
Paola Cerchiello, Roberta Scaramozzino
On the Improvement of Default Forecast Through Textual Analysis. Frontiers Artif. Intell. 3 (2020)
Giancarlo Nicola, Paola Cerchiello, Tomaso Aste
Information Network Modeling for U.S. Banking Systemic Risk. Entropy 22 (11) (2020)
Anca Mirela Toma, Paola Cerchiello
Initial Coin Offerings: Risk or Opportunity? Frontiers Artif. Intell. 3 (2020)
Paola Cerchiello, Paolo Giudici, Giancarlo Nicola
Twitter data models for bank risk contagion. Neurocomputing 264 (2017)
Paola Cerchiello, Giancarlo Nicola, Samuel Rönnqvist, Peter Sarlin
Deep learning bank distress from news and numerical financial data. CoRR (2017)
Paola Cerchiello, Paolo Giudici
A Bayesian h-index: How to measure research impact. Stat. Anal. Data Min. 9 (6) (2016)
Paola Cerchiello, Paolo Giudici
Big data analysis for financial risk management. J. Big Data 3 (2016)
Paola Cerchiello, Paolo Giudici
Conditional graphical models for systemic risk estimation. Expert Syst. Appl. 43 (2016)
Paola Cerchiello, Paolo Giudici
On a statistical h index. Scientometrics 99 (2) (2014)
Paola Cerchiello, Paolo Giudici
Non parametric statistical models for on-line text classification. Adv. Data Anal. Classif. 6 (4) (2012)
Paola Cerchiello, Silvia Figini
Feature selection for genomic data. Monde des Util. Anal. Données 36 (2007)