default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDAlan Perotti
Person information
- affiliation: University of Turin, Italy
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
[j6]Corrado Monti, Paolo Bajardi, Francesco Bonchi, André Panisson, Alan Perotti:
A True-to-the-model Axiomatic Benchmark for Graph-based Explainers. Trans. Mach. Learn. Res. 2024 (2024)- [c28]Gemma Bel Bordes, Alan Perotti:
Auditing Fairness and Explainability in Chest X-Ray Image Classifiers. ICAART (3) 2024: 1308-1315 - [c27]Alessio Borriero, Martina Milazzo, Matteo Diano
, Davide Orsenigo, Maria-Chiara Villa, Chiara Di Fazio, Marco Tamietto, Alan Perotti:
Explainable Emotion Decoding for Human and Computer Vision. xAI (2) 2024: 178-201 - [c26]Alan Perotti, Claudio Borile, Arianna Miola, Francesco Paolo Nerini, Paolo Baracco, André Panisson:
Explainability, Quantified: Benchmarking XAI Techniques. xAI (1) 2024: 421-444 - [i10]Francesco Dibitonto, Fabio Garcea, André Panisson, Alan Perotti, Lia Morra:
HOLMES: HOLonym-MEronym based Semantic inspection for Convolutional Image Classifiers. CoRR abs/2403.08536 (2024) - [i9]Alessio Borriero, Martina Milazzo, Matteo Diano, Davide Orsenigo, Maria-Chiara Villa, Chiara Di Fazio, Marco Tamietto, Alan Perotti:
Explainable Emotion Decoding for Human and Computer Vision. CoRR abs/2408.00493 (2024) - 2023
- [j5]Alice Battiston, Ludovico Napoli, Paolo Bajardi, André Panisson, Alan Perotti, Michael Szell, Rossano Schifanella:
Revealing the determinants of gender inequality in urban cycling with large-scale data. EPJ Data Sci. 12(1): 9 (2023) - [j4]Alessia Celeghin, Alessio Borriero, Davide Orsenigo, Matteo Diano, Carlos Andrés Méndez Guerrero, Alan Perotti, Giovanni Petri, Marco Tamietto:
Convolutional neural networks for vision neuroscience: significance, developments, and outstanding issues. Frontiers Comput. Neurosci. 17 (2023) - [j3]Cecilia Panigutti, Andrea Beretta, Daniele Fadda, Fosca Giannotti, Dino Pedreschi, Alan Perotti, Salvatore Rinzivillo:
Co-design of Human-centered, Explainable AI for Clinical Decision Support. ACM Trans. Interact. Intell. Syst. 13(4): 21:1-21:35 (2023) - [c25]Foivos Charalampakos, Thomas Tsouparopoulos, Yiannis Papageorgiou, Guido Bologna, André Panisson, Alan Perotti, Iordanis Koutsopoulos:
Research Challenges in Trustworthy Artificial Intelligence and Computing for Health: The Case of the PRE-ACT project. EuCNC/6G Summit 2023: 629-634 - [c24]Alan Perotti, Paolo Bajardi, Francesco Bonchi, André Panisson:
Explaining Identity-aware Graph Classifiers through the Language of Motifs. IJCNN 2023: 1-8 - [c23]Claudio Borile, Alan Perotti, André Panisson:
Evaluating Link Prediction Explanations for Graph Neural Networks. xAI (2) 2023: 382-401 - [c22]Francesco Dibitonto, Fabio Garcea, André Panisson, Alan Perotti, Lia Morra:
HOLMES: HOLonym-MEronym Based Semantic Inspection for Convolutional Image Classifiers. xAI (2) 2023: 475-498 - [c21]Alan Perotti, Simone Bertolotto, Eliana Pastor, André Panisson:
Beyond One-Hot-Encoding: Injecting Semantics to Drive Image Classifiers. xAI (2) 2023: 525-548 - [i8]Francesco Lomuscio, Paolo Bajardi, Alan Perotti, Elvio G. Amparore:
Streamlining models with explanations in the learning loop. CoRR abs/2302.07760 (2023) - [i7]Alan Perotti, Simone Bertolotto, Eliana Pastor, André Panisson:
Beyond One-Hot-Encoding: Injecting Semantics to Drive Image Classifiers. CoRR abs/2308.00607 (2023) - [i6]Claudio Borile, Alan Perotti, André Panisson:
Evaluating Link Prediction Explanations for Graph Neural Networks. CoRR abs/2308.01682 (2023) - 2022
- [c20]Francesco Lomuscio, Paolo Bajardi, Alan Perotti, Elvio G. Amparore:
Streamlining models with explanations in the learning loop. DSAA 2022: 1-10 - [i5]Alan Perotti, Paolo Bajardi, Francesco Bonchi, André Panisson:
GRAPHSHAP: Motif-based Explanations for Black-box Graph Classifiers. CoRR abs/2202.08815 (2022) - [i4]Alice Battiston, Ludovico Napoli, Paolo Bajardi, André Panisson, Alan Perotti, Michael Szell, Rossano Schifanella:
Revealing the determinants of gender inequality in urban cycling with large-scale data. CoRR abs/2203.09378 (2022) - 2021
- [j2]Cecilia Panigutti, Alan Perotti, André Panisson, Paolo Bajardi, Dino Pedreschi:
FairLens: Auditing black-box clinical decision support systems. Inf. Process. Manag. 58(5): 102657 (2021) - [j1]Elvio G. Amparore, Alan Perotti, Paolo Bajardi:
To trust or not to trust an explanation: using LEAF to evaluate local linear XAI methods. PeerJ Comput. Sci. 7: e479 (2021) - [c19]Carlo Abrate, Alessio Angius, Gianmarco De Francisci Morales, Stefano Cozzini, Francesca Iadanza, Laura Li Puma, Simone Pavanelli, Alan Perotti, Stefano Pignataro, Silvia Ronchiadin:
Continuous-Action Reinforcement Learning for Portfolio Allocation of a Life Insurance Company. ECML/PKDD (4) 2021: 237-252 - [i3]Elvio G. Amparore, Alan Perotti, Paolo Bajardi:
To trust or not to trust an explanation: using LEAF to evaluate local linear XAI methods. CoRR abs/2106.00461 (2021) - 2020
- [c18]Cecilia Panigutti, Alan Perotti, Dino Pedreschi:
Doctor XAI: an ontology-based approach to black-box sequential data classification explanations. FAT* 2020: 629-639 - [c17]Francesco Bodria, André Panisson, Alan Perotti, Simone Piaggesi:
Explainability Methods for Natural Language Processing: Applications to Sentiment Analysis. SEBD 2020: 100-107 - [i2]Cecilia Panigutti, Alan Perotti, André Panisson, Paolo Bajardi, Dino Pedreschi:
FairLens: Auditing Black-box Clinical Decision Support Systems. CoRR abs/2011.04049 (2020)
2010 – 2019
- 2019
- [c16]Viviana Pinto, Alan Perotti, Tania Cerquitelli:
Modeling Urban Traffic Data Through Graph-Based Neural Networks. INNSBDDL 2019: 216-225 - [c15]Valentina Ghidini, Alan Perotti, Rossano Schifanella:
Quantitative and Ontology-Based Comparison of Explanations for Image Classification. LOD 2019: 58-70 - 2018
- [c14]Panchamy Krishnakumari, Alan Perotti, Viviana Pinto, Oded Cats, Hans van Lint:
Understanding Network Traffic States using Transfer Learning. ITSC 2018: 1396-1401 - 2017
- [c13]Federica Bisio, Salvatore Saeli, Pierangelo Lombardo, Davide Bernardi, Alan Perotti, Danilo Massa:
Real-time behavioral DGA detection through machine learning. ICCST 2017: 1-6 - 2015
- [c12]Alan Perotti, Artur S. d'Avila Garcez, Guido Boella:
Neural-symbolic monitoring and adaptation. IJCNN 2015: 1-8 - [c11]Alan Perotti, Guido Boella, Artur S. d'Avila Garcez:
Runtime Verification Through Forward Chaining. RV 2015: 185-200 - [e2]Luigi Di Caro, Carmine Dodaro, Andrea Loreggia, Roberto Navigli, Alan Perotti, Manuela Sanguinetti:
Proceedings of the Second Doctoral Workshop in Artificial Intelligence (DWAI 2014) An official workshop of the 13th Symposium of the Italian Association for Artificial Intelligence "Artificial Intelligence for Society and Economy" (AI*IA 2014), Pisa, Italy, December 11, 2014. CEUR Workshop Proceedings 1334, CEUR-WS.org 2015 [contents] - 2014
- [c10]Alan Perotti, Artur S. d'Avila Garcez, Guido Boella:
Neural Networks for Runtime Verification. IJCNN 2014: 2637-2644 - [c9]Alan Perotti, Guido Boella, Artur S. d'Avila Garcez:
Scalable Process Monitoring through Rules and Neural Networks. SIMPDA 2014: 108-122 - [c8]Alan Perotti, Guido Boella, Artur S. d'Avila Garcez:
Runtime Verification Through Forward Chaining. HCVS 2014: 68-81 - [e1]Alan Perotti, Luigi Di Caro:
Proceedings of the First Doctoral Workshop in Artificial Intelligence (DWAI 2013) An official workshop of the 13th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2013), Turin, Italy, December 05, 2013. CEUR Workshop Proceedings 1126, CEUR-WS.org 2014 [contents] - 2013
- [c7]Dionysios Kontarinis, Elise Bonzon, Nicolas Maudet, Alan Perotti, Leon van der Torre, Serena Villata:
Rewriting Rules for the Computation of Goal-Oriented Changes in an Argumentation System. CLIMA 2013: 51-68 - [i1]Alan Perotti:
RuleRunner technical report. CoRR abs/1306.0810 (2013) - 2012
- [c6]Guido Boella, Silvano Colombo Tosatto, Artur S. d'Avila Garcez, Valerio Genovese, Alan Perotti, Leendert W. N. van der Torre:
Learning and reasoning about norms using neural-symbolic systems. AAMAS 2012: 1023-1030 - [c5]Alan Perotti, Artur d'Avila Garcez, Guido Boella, Daniele Rispoli:
Neural-Symbolic Rule-Based Monitoring. NeSy@AAAI 2012 - 2011
- [c4]Alan Perotti, Guido Boella, Dov M. Gabbay, Leon van der Torre, Serena Villata:
Conditional Labelling for Abstract Argumentation. ICCSW 2011: 59-65 - [c3]Guido Boella, Dov M. Gabbay, Alan Perotti, Leendert W. N. van der Torre, Serena Villata:
Argumentative Agents Negotiating on Potential Attacks. KES-AMSTA 2011: 280-290 - [c2]Tjitze Rienstra, Alan Perotti, Serena Villata, Dov M. Gabbay, Leendert W. N. van der Torre:
Multi-sorted Argumentation. TAFA 2011: 215-231 - [c1]Guido Boella, Dov M. Gabbay, Alan Perotti, Leendert W. N. van der Torre, Serena Villata:
Conditional Labelling for Abstract Argumentation. TAFA 2011: 232-248
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-11-07 20:32 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
