Daniele Regoli

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 25

Top Topics

Design Space Exploration

Recurrent Networks

Empirical Evidence

Top Venues

Publications

Alessandro Basile, Riccardo Crupi, Michele Grasso, Alessandro Mercanti, Daniele Regoli, Simone Scarsi, Shuyi Yang, Andrea Cosentini
Disambiguation of company names via deep recurrent networks. Expert Syst. Appl. 238 (Part C) (2024)
Riccardo Crupi, Daniele Regoli, Alessandro Damiano Sabatino, Immacolata Marano, Massimiliano Brinis, Luca Albertazzi, Andrea Cirillo, Andrea Claudio Cosentini
DTOR: Decision Tree Outlier Regressor to explain anomalies. CoRR (2024)
Joachim Baumann, Alessandro Castelnovo, Riccardo Crupi, Nicole Inverardi, Daniele Regoli
An Open-Source Toolkit to Generate Biased Datasets. EWAF (2023)
Alessandro Castelnovo, Riccardo Crupi, Nicolò Mombelli, Gabriele Nanino, Daniele Regoli
Evaluative Item-Contrastive Explanations in Rankings. CoRR (2023)
Joachim Baumann, Alessandro Castelnovo, Riccardo Crupi, Nicole Inverardi, Daniele Regoli
Bias on Demand: A Modelling Framework That Generates Synthetic Data With Bias. FAccT (2023)
Alessandro Castelnovo, Nicole Inverardi, Gabriele Nanino, Ilaria Giuseppina Penco, Daniele Regoli
Fair Enough? A map of the current limitations of the requirements to have "fair" algorithms. CoRR (2023)
Joachim Baumann, Alessandro Castelnovo, Andrea Cosentini, Riccardo Crupi, Nicole Inverardi, Daniele Regoli
Bias On Demand: Investigating Bias with a Synthetic Data Generator. IJCAI (2023)
Yuri Nakao, Lorenzo Strappelli, Simone Stumpf, Aisha Naseer, Daniele Regoli, Giulia Del Gamba
Towards Responsible AI: A Design Space Exploration of Human-Centered Artificial Intelligence User Interfaces to Investigate Fairness. Int. J. Hum. Comput. Interact. 39 (9) (2023)
Alessandro Basile, Riccardo Crupi, Michele Grasso, Alessandro Mercanti, Daniele Regoli, Simone Scarsi, Shuyi Yang, Andrea Cosentini
Disambiguation of Company names via Deep Recurrent Networks. CoRR (2023)
Alessandro Castelnovo, Riccardo Crupi, Fabio Mercorio, Mario Mezzanzanica, Daniele Potertì, Daniele Regoli
Marrying LLMs with Domain Expert Validation for Causal Graph Generation (short paper). AIABI@AI*IA (2023)
Alessandro Castelnovo, Riccardo Crupi, Nicole Inverardi, Daniele Regoli, Andrea Cosentini
Investigating Bias with a Synthetic Data Generator: Empirical Evidence and Philosophical Interpretation. CoRR (2022)
Riccardo Crupi, Beatriz San Miguel González, Alessandro Castelnovo, Daniele Regoli
Leveraging Causal Relations to Provide Counterfactual Explanations and Feasible Recommendations to End Users. ICAART (2) (2022)
Tommaso Colozza, Stefano Marmi, Aldo Nassigh, Daniele Regoli
Bond-CDS implied rating systems. Inf. Sci. 608 (2022)
Alessandro Castelnovo, Riccardo Crupi, Nicole Inverardi, Daniele Regoli, Andrea Cosentini
Investigating Bias with a Synthetic Data Generator: Empirical Evidence and Philosophical Interpretation. BEWARE@AI*IA (2022)
Yuri Nakao, Lorenzo Strappelli, Simone Stumpf, Aisha Naseer, Daniele Regoli, Giulia Del Gamba
Towards Responsible AI: A Design Space Exploration of Human-Centered Artificial Intelligence User Interfaces to Investigate Fairness. CoRR (2022)
Andrea Flori, Daniele Regoli
Revealing Pairs-trading opportunities with long short-term memory networks. Eur. J. Oper. Res. 295 (2) (2021)
Simone Stumpf, Lorenzo Strappelli, Subeida Ahmed, Yuri Nakao, Aisha Naseer, Giulia Del Gamba, Daniele Regoli
Design Methods for Artificial Intelligence Fairness and Transparency. IUI Workshops (2021)
Alessandro Castelnovo, Riccardo Crupi, Greta Greco, Daniele Regoli
The zoo of Fairness metrics in Machine Learning. CoRR (2021)
Alessandro Castelnovo, Riccardo Crupi, Giulia Del Gamba, Greta Greco, Aisha Naseer, Daniele Regoli, Beatriz San Miguel González
BeFair: Addressing Fairness in the Banking Sector. CoRR (2021)
Riccardo Crupi, Alessandro Castelnovo, Daniele Regoli, Beatriz San Miguel González
Counterfactual Explanations as Interventions in Latent Space. CoRR (2021)
Alessandro Castelnovo, Riccardo Crupi, Giulia Del Gamba, Greta Greco, Aisha Naseer, Daniele Regoli, Beatriz San Miguel González
BeFair: Addressing Fairness in the Banking Sector. IEEE BigData (2020)
Stefano Cresci, Fabrizio Lillo, Daniele Regoli, Serena Tardelli, Maurizio Tesconi
Cashtag Piggybacking: Uncovering Spam and Bot Activity in Stock Microblogs on Twitter. ACM Trans. Web 13 (2) (2019)
Stefano Cresci, Fabrizio Lillo, Daniele Regoli, Serena Tardelli, Maurizio Tesconi
Cashtag piggybacking: uncovering spam and bot activity in stock microblogs on Twitter. CoRR (2018)
Stefano Cresci, Fabrizio Lillo, Daniele Regoli, Serena Tardelli, Maurizio Tesconi
$FAKE: Evidence of Spam and Bot Activity in Stock Microblogs on Twitter. ICWSM (2018)
Andrea Gigli, Fabrizio Lillo, Daniele Regoli
Recommender Systems for Banking and Financial Services. RecSys Posters (2017)