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Barbaglia, Luca
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1

Forecasting GDP in Europe with textual data:

Barbaglia, Luca ; Consoli, Sergio ; Manzan, Sebastiano
Journal of Applied Econometrics.  39 (2024)  2 - p. 338-355 , 2024
Link: https://doi.org/10.1002/..
 
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2

On the Development of a European Tracker of Societal Issues..:

, In: Communications in Computer and Information Science; Machine Learning and Principles and Practice of Knowledge Discovery in Databases,
Consoli, Sergio ; Colagrossi, Marco ; Panella, Francesco. - p. 38-43 , 2023
Link: https://doi.org/10.1007/..
 
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3

Testing big data in a big crisis: Nowcasting under Covid-19:

Barbaglia, Luca ; Frattarolo, Lorenzo ; Onorante, Luca...
International Journal of Forecasting.  39 (2023)  4 - p. 1548-1563 , 2023
Link: https://doi.org/10.1016/..
 
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4

Building a tracker of societal issues and economic activiti.. 

EUR, 31444
Barbaglia, Luca ; Colagrossi, Marco ; Consoli, Sergio. , 2023
Link: https://data.europa.eu/d..
 
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5

Fine-grained, aspect-based sentiment analysis on economic a..:

Consoli, Sergio ; Barbaglia, Luca ; Manzan, Sebastiano
Knowledge-Based Systems.  247 (2022)  - p. 108781 , 2022
Link: https://doi.org/10.1016/..
 
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6

Tracking socio-economic activities in European countries wi..:

, In: Conference on Information Technology for Social Good,
Colagrossi, Marco ; Consoli, Sergio ; Panella, Francesco. - p. 323-330 , 2022
Link: https://dl.acm.org/doi/1..
 
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7

Forecasting with Economic News:

Barbaglia, Luca ; Consoli, Sergio ; Manzan, Sebastiano
Journal of Business & Economic Statistics.  41 (2022)  3 - p. 708-719 , 2022
Link: https://doi.org/10.1080/..
 
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8

Data Science Technologies in Economics and Finance: A Gentl..:

, In: Data Science for Economics and Finance,
Barbaglia, Luca ; Consoli, Sergio ; Manzan, Sebastiano... - p. 1-17 , 2021
Link: https://doi.org/10.1007/..
 
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9

Financial Forecasting with Word Embeddings Extracted from N..:

, In: Communications in Computer and Information Science; Machine Learning and Principles and Practice of Knowledge Discovery in Databases,
Barbaglia, Luca ; Consoli, Sergio ; Wang, Susan - p. 179-188 , 2021
Link: https://doi.org/10.1007/..
 
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10

Report on the 2021 big data and economic forecasting worksh..:

Barbaglia, Luca ; Consoli, Sergio ; Manzan, Sebastiano.. , 2021
Link: https://data.europa.eu/d..
 
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11

Forecasting Loan Default in Europe with Machine Learning:

Barbaglia, Luca ; Manzan, Sebastiano ; Tosetti, Elisa
Journal of Financial Econometrics.  21 (2021)  2 - p. 569-596 , 2021
Link: https://doi.org/10.1093/..
 
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12

Exploring the Predictive Power of News and Neural Machine L..:

, In: Mining Data for Financial Applications; Lecture Notes in Computer Science,
Barbaglia, Luca ; Consoli, Sergio ; Manzan, Sebastiano - p. 135-149 , 2021
Link: https://doi.org/10.1007/..
 
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13

Fine-grained, aspect-based semantic sentiment analysis with..:

, In: 2020 IEEE Second International Conference on Cognitive Machine Intelligence (CogMI),
Consoli, Sergio ; Barbaglia, Luca ; Manzan, Sebastiano - p. 52-61 , 2020
Link: https://doi.org/10.1109/..
 
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14

Big data in economics and finance: special session at the 6.. 

EUR, 30434
Barbaglia, Luca ; Consoli, Sergio ; Tiozzo-Pezzoli, Luca , 2020
Link: https://data.europa.eu/d..
 
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15

Monitoring the Business Cycle with Fine-Grained, Aspect-Bas..:

, In: Mining Data for Financial Applications; Lecture Notes in Computer Science,
Barbaglia, Luca ; Consoli, Sergio ; Manzan, Sebastiano - p. 101-106 , 2020
Link: https://doi.org/10.1007/..
 
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