Daniele Regoli

31 papers A* 1A 1B 1Journal 17Unranked 11
YearRankTypeTitle / Venue / Authors
2025 B conf
When Fundamental Rights Meet Artificial Intelligence: an Extended Framework for Impact Assessment in the Age of Generative AI.
IJCNN
Andrea Cosentini, Oreste Pollicino, Giovanni De Gregorio, Andrea Ermellino, Dario Fontanella, Nicole Inverardi, Federica Paolucci, Ilaria Penco, Daniele Regoli, Silvia Tessaro Trapani
2024 J jnl
Counterfactual explanations as interventions in latent space.
Data Min. Knowl. Discov.
Riccardo Crupi, Alessandro Castelnovo, Daniele Regoli, Beatriz San Miguel González
2024 J jnl
DTOR: Decision Tree Outlier Regressor to explain anomalies.
CoRR
Riccardo Crupi, Daniele Regoli, Alessandro Damiano Sabatino, Immacolata Marano, Massimiliano Brinis, Luca Albertazzi, Andrea Cirillo, Andrea Claudio Cosentini
2024 J jnl
Disambiguation of company names via deep recurrent networks.
Expert Syst. Appl.
Alessandro Basile, Riccardo Crupi, Michele Grasso, Alessandro Mercanti, Daniele Regoli, Simone Scarsi, Shuyi Yang, Andrea Cosentini
2024 J jnl
Evaluative Item-Contrastive Explanations in Rankings.
Cogn. Comput.
Alessandro Castelnovo, Riccardo Crupi, Nicolò Mombelli, Gabriele Nanino, Daniele Regoli
2024 — conf
Fair Enough? A Map of the Current Limitations of the Requirements to Have Fair Algorithms (Short paper).
DP@AI*IA
Daniele Regoli, Alessandro Castelnovo, Nicole Inverardi, Gabriele Nanino, Ilaria Giuseppina Penco
2024 — conf
Integrating XAI for Predictive Conflict Analytics.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Luca Macis, Marco Tagliapietra, Alessandro Castelnovo, Daniele Regoli, Greta Greco, Andrea Claudio Cosentini, Paola Pisano, Edoardo Carroccetto
2024 — conf
Unraveling Anomalies: Explaining Outliers with DTOR.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Riccardo Crupi, Daniele Regoli, Alessandro Damiano Sabatino, Immacolata Marano, Massimiliano Brinis, Luca Albertazzi, Andrea Cirillo, Andrea Claudio Cosentini
2023 — conf
An Open-Source Toolkit to Generate Biased Datasets.
EWAF
Joachim Baumann, Alessandro Castelnovo, Riccardo Crupi, Nicole Inverardi, Daniele Regoli
2023 A* conf
Bias On Demand: Investigating Bias with a Synthetic Data Generator.
IJCAI
Joachim Baumann, Alessandro Castelnovo, Andrea Cosentini, Riccardo Crupi, Nicole Inverardi, Daniele Regoli
2023 — conf
Bias on Demand: A Modelling Framework That Generates Synthetic Data With Bias.
FAccT
Joachim Baumann, Alessandro Castelnovo, Riccardo Crupi, Nicole Inverardi, Daniele Regoli
2023 J jnl
Disambiguation of Company names via Deep Recurrent Networks.
CoRR
Alessandro Basile, Riccardo Crupi, Michele Grasso, Alessandro Mercanti, Daniele Regoli, Simone Scarsi, Shuyi Yang, Andrea Cosentini
2023 J jnl
Evaluative Item-Contrastive Explanations in Rankings.
CoRR
Alessandro Castelnovo, Riccardo Crupi, Nicolò Mombelli, Gabriele Nanino, Daniele Regoli
2023 J jnl
Fair Enough? A map of the current limitations of the requirements to have "fair" algorithms.
CoRR
Alessandro Castelnovo, Nicole Inverardi, Gabriele Nanino, Ilaria Giuseppina Penco, Daniele Regoli
2023 — conf
Marrying LLMs with Domain Expert Validation for Causal Graph Generation (short paper).
AIABI@AI*IA
Alessandro Castelnovo, Riccardo Crupi, Fabio Mercorio, Mario Mezzanzanica, Daniele Potertì, Daniele Regoli
2023 J jnl
Towards Responsible AI: A Design Space Exploration of Human-Centered Artificial Intelligence User Interfaces to Investigate Fairness.
Int. J. Hum. Comput. Interact.
Yuri Nakao, Lorenzo Strappelli, Simone Stumpf, Aisha Naseer, Daniele Regoli, Giulia Del Gamba
2022 J jnl
Bond-CDS implied rating systems.
Inf. Sci.
Tommaso Colozza, Stefano Marmi, Aldo Nassigh, Daniele Regoli
2022 — conf
Investigating Bias with a Synthetic Data Generator: Empirical Evidence and Philosophical Interpretation.
BEWARE@AI*IA
Alessandro Castelnovo, Riccardo Crupi, Nicole Inverardi, Daniele Regoli, Andrea Cosentini
2022 J jnl
Investigating Bias with a Synthetic Data Generator: Empirical Evidence and Philosophical Interpretation.
CoRR
Alessandro Castelnovo, Riccardo Crupi, Nicole Inverardi, Daniele Regoli, Andrea Cosentini
2022 — conf
Leveraging Causal Relations to Provide Counterfactual Explanations and Feasible Recommendations to End Users.
ICAART (2)
Riccardo Crupi, Beatriz San Miguel González, Alessandro Castelnovo, Daniele Regoli
2022 J jnl
Towards Responsible AI: A Design Space Exploration of Human-Centered Artificial Intelligence User Interfaces to Investigate Fairness.
CoRR
Yuri Nakao, Lorenzo Strappelli, Simone Stumpf, Aisha Naseer, Daniele Regoli, Giulia Del Gamba
2021 J jnl
BeFair: Addressing Fairness in the Banking Sector.
CoRR
Alessandro Castelnovo, Riccardo Crupi, Giulia Del Gamba, Greta Greco, Aisha Naseer, Daniele Regoli, Beatriz San Miguel González
2021 J jnl
Counterfactual Explanations as Interventions in Latent Space.
CoRR
Riccardo Crupi, Alessandro Castelnovo, Daniele Regoli, Beatriz San Miguel González
2021 — conf
Design Methods for Artificial Intelligence Fairness and Transparency.
IUI Workshops
Simone Stumpf, Lorenzo Strappelli, Subeida Ahmed, Yuri Nakao, Aisha Naseer, Giulia Del Gamba, Daniele Regoli
2021 J jnl
Revealing Pairs-trading opportunities with long short-term memory networks.
Eur. J. Oper. Res.
Andrea Flori, Daniele Regoli
2021 J jnl
The zoo of Fairness metrics in Machine Learning.
CoRR
Alessandro Castelnovo, Riccardo Crupi, Greta Greco, Daniele Regoli
2020 — conf
BeFair: Addressing Fairness in the Banking Sector.
IEEE BigData
Alessandro Castelnovo, Riccardo Crupi, Giulia Del Gamba, Greta Greco, Aisha Naseer, Daniele Regoli, Beatriz San Miguel González
2019 J jnl
Cashtag Piggybacking: Uncovering Spam and Bot Activity in Stock Microblogs on Twitter.
ACM Trans. Web
Stefano Cresci, Fabrizio Lillo, Daniele Regoli, Serena Tardelli, Maurizio Tesconi
2018 A conf
$FAKE: Evidence of Spam and Bot Activity in Stock Microblogs on Twitter.
ICWSM
Stefano Cresci, Fabrizio Lillo, Daniele Regoli, Serena Tardelli, Maurizio Tesconi
2018 J jnl
Cashtag piggybacking: uncovering spam and bot activity in stock microblogs on Twitter.
CoRR
Stefano Cresci, Fabrizio Lillo, Daniele Regoli, Serena Tardelli, Maurizio Tesconi
2017 — conf
Recommender Systems for Banking and Financial Services.
RecSys Posters
Andrea Gigli, Fabrizio Lillo, Daniele Regoli