P. Fraternali

Most-cited papers

A Dataset and a Convolutional Model for Iconography Classification in Paintings
Federico Milani, P. Fraternali
2020ACM Journal on Computing and Cultural Heritage74 citations Open access
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Learning to Identify Illegal Landfills through Scene Classification in Aerial Images
Rocio Nahime Torres, P. Fraternali
2021Remote Sensing70 citations Open access
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Long-term water conservation is fostered by smart meter-based feedback and digital user engagement
A. Cominola, M. Giuliani, A. Castelletti, P. Fraternali +4 more
2021npj Clean Water62 citations Open access
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Crowdsourcing for Top-K Query Processing over Uncertain Data
Eleonora Ciceri, P. Fraternali, D. Martinenghi, M. Tagliasacchi
2016IEEE Transactions on Knowledge and Data Engineering57 citations Open access
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Integrating behavioural change and gamified incentive modelling for stimulating water saving
J. Novak, M. Melenhorst, I. Micheel, Chiara Pasini +2 more
2018Environmental Modelling & Software56 citations Open access
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A Survey on the Design of Gamified Systems for Energy and Water Sustainability
Spartaco Albertarelli, P. Fraternali, Sergio Herrera, M. Melenhorst +4 more
2018Games49 citations Open access
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AerialWaste dataset for landfill discovery in aerial and satellite images
Rocio Nahime Torres, P. Fraternali
2023Scientific Data37 citations Open access
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Taxonomy-Based Discovery and Annotation of Functional Areas in the City
Carmen Vaca, D. Quercia, F. Bonchi, P. Fraternali
2015International Conference on Web and Social Media35 citations Open access
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Using crowdsourced web content for informing water systems operations in snow-dominated catchments
M. Giuliani, A. Castelletti, Roman Fedorov, P. Fraternali
201634 citations Open access
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Designing an integrated socio-technical behaviour change system for energy saving
K. Koroleva, M. Melenhorst, J. Novak, Sergio Luis Herrera González +2 more
2019Energy Informatics32 citations Open access
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Estimating Snow Cover From Publicly Available Images
Roman Fedorov, Alessandro Camerada, P. Fraternali, M. Tagliasacchi
2015IEEE transactions on multimedia31 citations Open access
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enCOMPASS — An integrative approach to behavioural change for energy saving
P. Fraternali, Sergio Herrera, J. Novak, M. Melenhorst +5 more
2017Global Internet of Things Summit30 citations Open access
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IFMLEdit.org: Model Driven Rapid Prototyping of Mobile Apps
Carlo Bernaschina, S. Comai, P. Fraternali
2017International Conference on Mobile Software Engineering and Systems27 citations
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A Framework for Outdoor Mobile Augmented Reality and Its Application to Mountain Peak Detection
Roman Fedorov, Darian Frajberg, P. Fraternali
2016International Conference on Augmented and Virtual Reality26 citations Open access
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The SmartH2O project and the role of social computing in promoting efficient residential water use: a first analysis
A. Rizzoli, Andrea Castelleti, A. Cominola, P. Fraternali +6 more
201425 citations
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Comparing CAM Algorithms for the Identification of Salient Image Features in Iconography Artwork Analysis
Nicolò Oreste Pinciroli Vago, Federico Milani, P. Fraternali, Ricardo da Silva Torres
2021Journal of Imaging24 citations Open access
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Visualizing and gamifying consumption data for resource saving: challenges, lessons learnt and a research agenda for the future
P. Fraternali, F. Cellina, Sergio Luis Herrera Gonzales, M. Melenhorst +4 more
2019Energy Informatics23 citations Open access
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Anomaly detection in quasi-periodic energy consumption data series: a comparison of algorithms
Niccolò Zangrando, P. Fraternali, Marco Petri, Nicolò Oreste Pinciroli Vago +1 more
2022Energy Inform.22 citations Open access
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Weakly Supervised Object Detection for Remote Sensing Images: A Survey
Corrado Fasana, Samuele Pasini, Federico Milani, P. Fraternali
2022Remote Sensing19 citations Open access
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Online Model Editing, Simulation and Code Generation for Web and Mobile Applications
Carlo Bernaschina, S. Comai, P. Fraternali
20172017 IEEE/ACM 9th International Workshop on Modelling in Software Engineering (MiSE)18 citations
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Black-box error diagnosis in Deep Neural Networks for computer vision: a survey of tools
P. Fraternali, Federico Milani, Rocio Nahime Torres, Niccolò Zangrando
2022Neural computing & applications (Print)16 citations Open access
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Formal semantics of OMG's Interaction Flow Modeling Language (IFML) for mobile and rich-client application model driven development
Carlo Bernaschina, S. Comai, P. Fraternali
2018Journal of Systems and Software15 citations Open access
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Significant but transient: The impact of an energy saving app targeting Swiss households
F. Cellina, P. Fraternali, Sergio Luis Herrera González, J. Novak +2 more
2024Applied Energy14 citations Open access
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Behaviour change and incentive modelling for water saving: first results from the SmartH2O project
J. Novak, Mark Melenhorst, Isabel Micheel, Chiara Pasini +2 more
201614 citations
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A Deep Learning Model for Identifying Mountain Summits in Digital Elevation Model Data
Rocio Nahime Torres, P. Fraternali, Federico Milani, Darian Frajberg
2018International Conference on Artificial Intelligence and Knowledge Engineering13 citations
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Convolutional Neural Network for Pixel-Wise Skyline Detection
Darian Frajberg, P. Fraternali, Rocio Nahime Torres
2017International Conference on Artificial Neural Networks13 citations Open access
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Visualizing & gamifying water & energy consumption for behavior change
I. Micheel, J. Novak, P. Fraternali, G. Baroffio +2 more
201513 citations
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A virtual reality application for augmented panoramic mountain images
Andrea Lasalandra, Darian Frajberg, P. Fraternali
2019Virtual Reality12 citations
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Demo Abstract: SmartH2O, demonstrating the impact of gamification technologies for saving water
A. Rizzoli, A. Castelletti, P. Fraternali, J. Novak
2018Computer Science - Research and Development12 citations Open access
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A Socio-Technical System Based on Gamification Towards Energy Savings
P. Fraternali, F. Cellina, Sergio Herrera, S. Krinidis +4 more
20182018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)12 citations Open access
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A gamification framework for customer engagement and sustainable water usage promotion
L. Galli, P. Fraternali, Chiara Pasini, G. Baroffio +3 more
201511 citations
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Proactive Buildings: A Prescriptive Maintenance Approach
Paraskevas Koukaras, A. Dimara, Sergio Herrera, Niccolò Zangrando +6 more
2022Artificial Intelligence Applications and Innovations10 citations Open access
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Heterogeneous Information Integration for Mountain Augmented Reality Mobile Apps
Darian Frajberg, P. Fraternali, Rocio Nahime Torres
2017International Conference on Data Science and Advanced Analytics10 citations Open access
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Multimedia on the Mountaintop: Using Public Snow Images to Improve Water Systems Operation
A. Castelletti, Roman Fedorov, P. Fraternali, M. Giuliani
2016ACM Multimedia10 citations Open access
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A Comparison of Methodological Frameworks for Digital Learning Game Design
Alysson Diniz dos Santos, P. Fraternali
2015International Conference Games and Learning Alliance10 citations Open access
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Integrating Real and Digital Games with Data Analytics for Water Consumption Behavioral Change: A Demo
P. Fraternali, G. Baroffio, Chiara Pasini, Luca Galli +3 more
2015International Conference on Utility and Cloud Computing10 citations
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Mountain summit detection with Deep Learning: evaluation and comparison with heuristic methods
Rocio Nahime Torres, P. Fraternali, Federico Milani, Darian Frajberg
20209 citations
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Proposals Generation for Weakly Supervised Object Detection in Artwork Images
Federico Milani, Nicolò Oreste Pinciroli Vago, P. Fraternali
2022Journal of Imaging8 citations Open access
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An Augmented Reality Game for Energy Awareness
P. Fraternali, Sergio Luis Herrera González
2019International Conference on Virtual Storytelling8 citations Open access
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Taking Brazil's pulse: tracking growing urban economies from online attention
C. V. Vaca Ruiz, D. Quercia, L. Aiello, P. Fraternali
2014The Web Conference8 citations Open access
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DeepGraviLens: a multi-modal architecture for classifying gravitational lensing data
Nicolò Oreste Pinciroli Vago, P. Fraternali
2022Neural computing & applications (Print)7 citations Open access
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ODIN: An Object Detection and Instance Segmentation Diagnosis Framework
Rocio Nahime Torres, P. Fraternali, Jesus Romero
2020ECCV Workshops7 citations Open access
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A workload-dependent task assignment policy for crowdsourcing
Ilio Catallo, Stefano Coniglio, P. Fraternali, D. Martinenghi
2017World wide web (Bussum)7 citations Open access
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A Framework for Regression Testing of Outdoor Mobile Applications
Carlo Bernaschina, Roman Fedorov, Darian Frajberg, P. Fraternali
2017International Conference on Mobile Software Engineering and Systems7 citations Open access
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ODIN: Pluggable Meta-annotations and Metrics for the Diagnosis of Classification and Localization
Rocio Nahime Torres, Federico Milani, P. Fraternali
2021International Conference on Machine Learning, Optimization, and Data Science6 citations Open access
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The Virtual Developer
Carlo Bernaschina, Emanuele Falzone, P. Fraternali, Sergio Luis Herrera González
2019ACM Transactions on Software Engineering and Methodology6 citations Open access
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A Location-Based Virtual Reality Application for Mountain Peak Detection
Andrea Lasalandra, P. Fraternali, Darian Frajberg
2018The Web Conference6 citations Open access
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Graph Search of Software Models Using Multidimensional Scaling
B. Bislimovska, Günes Aluç, M. Tamer Özsu, P. Fraternali
2015EDBT/ICDT Workshops6 citations
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Model Driven Development of Gamified Applications
P. Fraternali, Sergio Luis Herrera González
2019Journal of Web Engineering5 citations Open access
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Algorithms for mountain peaks discovery: a comparison
Rocio Nahime Torres, Federico Milani, P. Fraternali
2019ACM Symposium on Applied Computing5 citations
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