Concepedia

Alan Perotti

AP

7

Publications

452

Citations

7

H-Index

2017

Active since

Affiliations

University of Pisa(Current)

Scuola Normale Superiore

Institute for Scientific Interchange

Alan Perotti is an author at University of Pisa specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceExplainable AiInterpretabilityMachine LearningImage AnalysisMachine VisionComputer VisionHealth Informatics

Publications per year

2017–2023

7

Publications

7

Doctor XAI

Cecilia Panigutti, Alan Perotti, Dino Pedreschi · 2020 · 155 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +11

To trust or not to trust an explanation: using LEAF to evaluate local linear XAI methods

Elvio Gilberto Amparore, Alan Perotti, Paolo Bajardi · PeerJ Computer Science · 2021 · 82 citations · Full text

FairLens: Auditing black-box clinical decision support systems

Cecilia Panigutti, Alan Perotti, André Panisson et al. · CINECA IRIS Institutial research information system (University of Pisa) · 2021 · 76 citations · Full text

Co-design of Human-centered, Explainable AI for Clinical Decision Support

Cecilia Panigutti, Andrea Beretta, Daniele Fadda et al. · ACM Transactions on Interactive Intelligent Systems · 2023 · 76 citations · Full text

Artificial Intelligence, Engineering, Intelligent Systems +19

Real-time behavioral DGA detection through machine learning

Federica Bisio, Salvatore Saeli, Pierangelo Lombardo et al. · 2017 · 33 citations

Engineering, Feature Detection, Machine Learning +21

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