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Luca Barbaglia
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Year
Volatility spillovers in commodity markets: A large t-vector autoregressive approach
L Barbaglia, C Croux, I Wilms
Energy Economics 85, 104555, 2020
732020
Forecasting with Economic News
L Barbaglia, S Consoli, S Manzan
Journal of Business & Economic Statistics 41 (3), 708-719, 2023
662023
Fine-grained, aspect-based sentiment analysis on economic and financial lexicon
S Consoli, L Barbaglia, S Manzan
Knowledge-Based Systems, 2022
512022
Forecasting loan default in Europe with machine learning
L Barbaglia, S Manzan, E Tosetti
Journal of Financial Econometrics 21 (2), Forecasting loan default in europe …, 2023
312023
Testing big data in a big crisis: Nowcasting under COVID-19
L Barbaglia, L Frattarolo, L Onorante, FM Pericoli, M Ratto, LT Pezzoli
International Journal of Forecasting 39 (4), 1548-1563, 2023
302023
Multi-class vector auto‐regressive models for multistore sales data
I Wilms, L Barbaglia, C Croux
Journal of the Royal Statistical Society: Series C (Applied Statistics) 67 …, 2018
202018
Data science technologies in economics and finance: A gentle walk-in
L Barbaglia, S Consoli, S Manzan, D Reforgiato Recupero, M Saisana, ...
Data science for economics and finance: Methodologies and applications, 1-17, 2021
182021
Commodity dynamics: A sparse multi-class approach
L Barbaglia, I Wilms, C Croux
Energy Economics 60, 62-72, 2016
182016
Forecasting GDP in Europe with textual data
L Barbaglia, S Consoli, S Manzan
Journal of Applied Econometrics, 2021
132021
Mapping the demand side of computational social science for policy
E Bertoni, M Fontana, L Gabrielli, S Signorelli, M Vespe, ...
EUR, 2022
122022
Monitoring the business cycle with fine-grained, aspect-based sentiment extraction from news
L Barbaglia, S Consoli, S Manzan
Mining Data for Financial Applications: 4th ECML PKDD Workshop, MIDAS 2019 …, 2020
112020
Exploring the predictive power of news and neural machine learning models for economic forecasting
L Barbaglia, S Consoli, S Manzan
Mining Data for Financial Applications: 5th ECML PKDD Workshop, MIDAS 2020 …, 2021
62021
Financial forecasting with word embeddings extracted from news: a preliminary analysis
L Barbaglia, S Consoli, S Wang
Joint european conference on machine learning and knowledge discovery in …, 2021
42021
Sentiment Analysis of Economic Text: A Lexicon-based Approach
L Barbaglia, S Consoli, S Manzan, L Tiozzo Pezzoli, E Tosetti
Available at SSRN 4106936, 2022
32022
Fine-grained, aspect-based semantic sentiment analysis within the economic and financial domains
S Consoli, L Barbaglia, S Manzan
2020 IEEE Second International Conference on Cognitive Machine Intelligence …, 2020
32020
Tracking socio-economic activities in European countries with unconventional data
M Colagrossi, S Consoli, F Panella, L Barbaglia
Proceedings of the 2022 ACM Conference on Information Technology for Social …, 2022
22022
Nowcasting economic activity in European regions using a mixed-frequency dynamic factor model
L Barbaglia, L Frattarolo, N Hauzenberger, D Hirschbuehl, F Huber, ...
arXiv preprint arXiv:2401.10054, 2024
12024
Detecting Anti-dumping Circumvention: A Network Approach
L Barbaglia, C Croux, I Wilms
arXiv preprint arXiv:2207.05394, 2022
12022
Explaining sentiment from Lexicon
S Consoli, L Barbaglia, S Manzan
Sixth International Workshop on eXplainable SENTIment Mining and EmotioN …, 2021
12021
Beyond the Headlines: Understanding Sentiments and Morals Impacting Female Employment in Spain
O Araque, L Barbaglia, F Berlingieri, M Colagrossi, S Consoli, L Gatti, ...
arXiv preprint arXiv:2402.07339, 2024
2024
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