Pubblicazioni Principali

- Delnevo G., Mirri S., Prandi C., Manzoni P. (2023). An evaluation methodology to determine the actual limitations of a TinyML-based solution. Internet of Things (Netherlands), 22, art. no. 100729 DOI: 10.1016/j.iot.2023.100729
- Delnevo G., Ghini V., Fiumana E., Mirri S. (2024). A Support Tool for Emergency Management in Smart Campuses: Reference Architecture and Enhanced Web User Interfaces. Sensors, 24 (18), art. no. 5887 DOI: 10.3390/s24185887
- Delnevo G., Mirri S., Salomoni P., Ghini V. (2023). Emergency Management in Smart Campus: Case Studies and Future Directions. Proceedings - 2023 IEEE 8th International Conference on Information and Communication Technologies for Disaster Management, ICT-DM 2023 DOI: 10.1109/ICT-DM58371.2023.10286945

- Delnevo G., Girau R., Ceccarini C., Prandi C. (2022). A Deep Learning and Social IoT Approach for Plants Disease Prediction Toward a Sustainable Agriculture. IEEE Internet of Things Journal, 9 (10), pp. 7243 - 7250 DOI: 10.1109/JIOT.2021.3097379
- Ceccarini C., Delnevo G., Prandi C. (2020). FruGar: Exploiting Deep Learning and Crowdsourcing for Frugal Gardening. FRUGALTHINGS 2020 - Proceedings of the 2020 1st Workshop on Experiences with the Design and Implementation of Frugal Smart Objects, pp. 7 - 11 DOI: 10.1145/3410670.3410862
- Mirri S., Prandi C., Roccetti M., Salomoni P. (2017). Handmade narrations: Handling digital narrations on food and gastronomic culture. Journal on Computing and Cultural Heritage, 10 (4), art. no. a20 DOI: 10.1145/3097569
- Mirri S., Prandi C., Roccetti M., Salomoni P. (2016). Food and gastronomic heritage: Telling a story of eyes and hands. Proceedings - IEEE Symposium on Computers and Communications, 2016-August, art. no. 7543705, pp. 6 - 9 DOI: 10.1109/ISCC.2016.7543705

- Nisi V., Prandi C., Ma S., Ferreira M., Nicolau H., Esteves A., Nunes N. (2023). The design of Tecnico GO!: catering for students’ well-being during the COVID-19 pandemics. Multimedia Tools and Applications, 82 (29), pp. 46129 - 46151 DOI: 10.1007/s11042-023-16320-x
- Delnevo G., Mancini G., Roccetti M., Salomoni P., Trombini E., Andrei F. (2021). The prediction of body mass index from negative affectivity through machine learning: A confirmatory study. Sensors, 21 (7), art. no. 2361 DOI: 10.3390/s21072361
- Mirri S., Roccetti M., Delnevo G. (2021). The new york city covid-19 spread in the 2020 spring: A study on the potential role of particulate using time series analysis and machine learning. Applied Sciences (Switzerland), 11 (3), art. no. 1177, pp. 1 - 19 DOI: 10.3390/app11031177
- Mirri S., Delnevo G., Roccetti M. (Italy. Is a COVID-19 second wave possible in Emilia-Romagna ? Forecasting a future outbreak with particulate pollution and machine learning. (2020) Computation, 8 (3), art. no. 74 DOI: 10.3390/computation8030074
- Delnevo G., Mirri S., Roccetti M. (Italy. Particulate matter and COVID-19 disease diffusion in Emilia-Romagna . Already a cold case?. (2020) Computation, 8 (2), art. no. 59 DOI: 10.3390/COMPUTATION8020059
- Roccetti M., Salomoni P., Prandi C., Marfia G., Mirri S. (2017). On the interpretation of the effects of the Infliximab treatment on Crohn’s disease patients from Facebook posts: a human vs. machine comparison. Network Modeling Analysis in Health Informatics and Bioinformatics, 6 (1), art. no. 11 DOI: 10.1007/s13721-017-0152-y
- Roccetti M., Marfia G., Salomoni P., Prandi C., Zagari R.M., Kengni F.L.G., Bazzoli F., Montagnani M. (2017). Attitudes of Crohn's disease patients: Infodemiology case study and sentiment analysis of facebook and twitter posts. JMIR Public Health and Surveillance, 3 (3), art. no. e51 DOI: 10.2196/publichealth.7004
- Roccetti M., Prandi C., Salomoni P., Marfia G. (2016). Unleashing the true potential of social networks: confirming infliximab medical trials through Facebook posts. Network Modeling Analysis in Health Informatics and Bioinformatics, 5 (1), art. no. 15 DOI: 10.1007/s13721-016-0122-9

- Ling Z., Delnevo G., Salomoni P., Mirri S. (2024). Findings on Machine Learning for Identification of Archaeological Ceramics: A Systematic Literature Review. IEEE Access, 12, pp. 100167 - 100185 DOI: 10.1109/ACCESS.2024.3429623
- Prandi C., Valva A., Salomoni P., Roccetti M., Mirri S. (2023). Incidental language and culture learning through mobile technologies: a multi-case study. Multimedia Tools and Applications, 82 (29), pp. 46039 - 46063 DOI: 10.1007/s11042-023-16095-1
- Benvenuti M., Gianfrate V., Prandi C., Bambi M., Cattabriga A., Gambini M., Bertani S., Marzano M., Savito F., Scaccia P., Zambon T., Mazzoni E. (2023). URBAN GAMERS LAB: Techniques and Tools to Develop Transversal Competences and Life Skills in Educational Context Using Technologies. Annual Review of CyberTherapy and Telemedicine, 21, pp. 89 - 94
- Orsoni M., Dubé A., Prandi C., Giovagnoli S., Benassi M., Mazzoni E., Benvenuti M. (2023). Learning Landscape in Gamification: The Need for a Methodological Protocol in Research Applications. Perspectives on Psychological Science DOI: 10.1177/17456916231202489
- Furini M., Gaggi O., Mirri S., Montangero M., Pelle E., Poggi F., Prandi C. (2022). Digital twins and artificial intelligence. Communications of the ACM, 65 (4), pp. 98 - 104 DOI: 10.1145/3478281
- Roccetti M., Prandi C., Mirri S., Salomoni P. (2020). Designing human-centric software artifacts with future users: a case study. Human-centric Computing and Information Sciences, 10 (1), art. no. 8 DOI: 10.1186/s13673-020-0213-6
- Mirri S., Roccetti M., Salomoni P. (2018). Collaborative design of software applications: the role of users. Human-centric Computing and Information Sciences, 8 (1), art. no. 6 DOI: 10.1186/s13673-018-0129-6

- Roccetti M., Delnevo G., Casini L., Mirri S. (2021). An alternative approach to dimension reduction for pareto distributed data: a case study. Journal of Big Data, 8 (1), art. no. 39 DOI: 10.1186/s40537-021-00428-8
- Roccetti M., Delnevo G., Casini L., Salomoni P. (2020). A Cautionary Tale for Machine Learning Design: why we Still Need Human-Assisted Big Data Analysis. Mobile Networks and Applications, 25 (3), pp. 1075 - 1083 DOI: 10.1007/s11036-020-01530-6
- Roccetti M., Delnevo G., Casini L., Cappiello G. (2019). Is bigger always better? A controversial journey to the center of machine learning design, with uses and misuses of big data for predicting water meter failures. Journal of Big Data, 6 (1), art. no. 70 DOI: 10.1186/s40537-019-0235-y
- Roccetti M., Delnevo G., Casini L., Zagni N., Cappiello G. (2019). A paradox in ML design: Less data for a smarter water metering cognification experience. ACM International Conference Proceeding Series, pp. 201 - 206 DOI: 10.1145/3342428.3342685

- Delnevo G., Di Lena P., Mirri S., Prandi C., Salomoni P. (2019). On combining Big Data and machine learning to support eco-driving behaviours. Journal of Big Data, 6 (1), art. no. 64 DOI: 10.1186/s40537-019-0226-z
- Di Lena P., Mirri S., Prandi C., Salomoni P., Delnevo G. (2017). In-vehicle human machine interface: An approach to enhance eco-driving behaviors. SmartObject 2017 - Proceedings of the 2017 ACM Workshop on Interacting with Smart Objects, co-located with IUI 2017, pp. 7 - 12 DOI: 10.1145/3038450.3038455

- Ceccarini C., Bogucka E.P., Sen I., Constantinides M., Prandi C., Quercia D. (2022). Visualizing Internal Sustainability Efforts in Big Companies. IEEE Computer Graphics and Applications, 42 (3), pp. 87 - 98 DOI: 10.1109/MCG.2022.3163063

- Ceccarini C., Mirri S., Salomoni P., Prandi C. (2021). On exploiting Data Visualization and IoT for Increasing Sustainability and Safety in a Smart Campus. Mobile Networks and Applications, 26 (5), pp. 2066 - 2075 DOI: 10.1007/s11036-021-01742-4
- Delnevo G., Roccetti M., Mirri S. (2020). Intelligent and Good Machines? The Role of Domain and Context Codification. Mobile Networks and Applications, 25 (3), pp. 977 - 985 DOI: 10.1007/s11036-019-01233-7
- Salomoni P., Prandi C., Roccetti M., Casanova L., Marchetti L., Marfia G. (2017). Diegetic user interfaces for virtual environments with HMDs: a user experience study with oculus rift. Journal on Multimodal User Interfaces, 11 (2), pp. 173 - 184 DOI: 10.1007/s12193-016-0236-5

- Prandi C., Barricelli B.R., Mirri S., Fogli D. (2023). Accessible wayfinding and navigation: a systematic mapping study. Universal Access in the Information Society, 22 (1), pp. 185 - 212 DOI: 10.1007/s10209-021-00843-x
- Prandi C., Delnevo G., Salomoni P., Mirri S. (2021). On supporting university communities in indoor wayfinding: An inclusive design approach. Sensors, 21 (9), art. no. 3134 DOI: 10.3390/s21093134
- Prandi C., Mirri S., Ferretti S., Salomoni P. (2017). On the need of trustworthy sensing and crowdsourcing for urban accessibility in smart city. ACM Transactions on Internet Technology, 18 (1), art. no. 4 DOI: 10.1145/3133327
- Ferretti S., Mirri S., Prandi C., Salomoni P. (2017). On personalizing Web content through reinforcement learning. Universal Access in the Information Society, 16 (2), pp. 395 - 410 DOI: 10.1007/s10209-016-0463-2
- Prandi C., Roccetti M., Salomoni P., Nisi V., Nunes N.J. (2017). Fighting exclusion: a multimedia mobile app with zombies and maps as a medium for civic engagement and design. Multimedia Tools and Applications, 76 (4), pp. 4951 - 4979 DOI: 10.1007/s11042-016-3780-9
- Ferretti S., Mirri S., Prandi C., Salomoni P. (2016). Automatic web content personalization through reinforcement learning. Journal of Systems and Software, 121, pp. 157 - 169 DOI: 10.1016/j.jss.2016.02.008

- Liu L., Delnevo G., Mirri S. (2023). Unsupervised hyperspectral image segmentation of films: a hierarchical clustering-based approach. Journal of Big Data, 10 (1), art. no. 31 DOI: 10.1186/s40537-023-00713-8
- Liu L., Miteva T., Delnevo G., Mirri S., Walter P., de Viguerie L., Pouyet E. (2023). Neural Networks for Hyperspectral Imaging of Historical Paintings: A Practical Review. Sensors, 23 (5), art. no. 2419 DOI: 10.3390/s23052419
- Ceccarini C., Mirri S., Prandi C. (2022). Designing Interfaces to Display Sensor Data: A Case Study in the Human-Building Interaction Field Targeting a University Community. Sensors, 22 (9), art. no. 3361 DOI: 10.3390/s22093361
- Monti L., Tse R., Tang S.-K., Mirri S., Delnevo G., Maniezzo V., Salomoni P. (2022). Edge-Based Transfer Learning for Classroom Occupancy Detection in a Smart Campus Context. Sensors, 22 (10), art. no. 3692 DOI: 10.3390/s22103692
- Prandi C., Monti L., Ceccarini C., Salomoni P. (2020). Smart Campus: Fostering the Community Awareness Through an Intelligent Environment. Mobile Networks and Applications, 25 (3), pp. 945 - 952 DOI: 10.1007/s11036-019-01238-2
- Prandi C., Melis A., Prandini M., Delnevo G., Monti L., Mirri S., Salomoni P. (2019). Gamifying cultural experiences across the urban environment. Multimedia Tools and Applications, 78 (3), pp. 3341 - 3364 DOI: 10.1007/s11042-018-6513-4
- Melis A., Mirri S., Prandi C., Prandini M., Salomoni P., Callegati F. (2018). Integrating Personalized and Accessible Itineraries in MaaS Ecosystems Through Microservices. Mobile Networks and Applications, 23 (1), pp. 167 - 176 DOI: 10.1007/s11036-017-0831-z
- Mirri S., Prandi C., Roccetti M., Salomoni P. (2017). Walking under a Different Sky: Urban Colored Routes for Creative Engagement and Pleasure. International Journal of Human-Computer Interaction, 33 (12), pp. 1010 - 1021 DOI: 10.1080/10447318.2017.1321218
- Mirri S., Prandi C., Salomoni P., Callegati F., Melis A., Prandini M. (2016). A Service-Oriented Approach to Crowdsensing for Accessible Smart Mobility Scenarios. Mobile Information Systems, 216, art. no. 2821680 DOI: 10.1155/2016/2821680

- Prandi C., Nisi V., Ceccarini C., Nunes N. (2023). Augmenting Emerging Hospitality Services: A Playful Immersive Experience to Foster Interactions among Locals and Visitors. International Journal of Human-Computer Interaction, 39 (2), pp. 363 - 377 DOI: 10.1080/10447318.2021.2012382
- Ceccarini C., Nisi V., Prandi C. (2023). Exploring proximity-based recommendation criteria as a tool for information exchange and interactions between locals and tourists. Multimedia Tools and Applications, 82 (4), pp. 5229 - 5252 DOI: 10.1007/s11042-022-13369-y
- Prandi C., Nisi V., Ribeiro M., Nunes N. (2021). Sensing and making sense of tourism flows and urban data to foster sustainability awareness: a real-world experience. Journal of Big Data, 8 (1), art. no. 51 DOI: 10.1186/s40537-021-00442-w
- Delnevo G., Aguzzi G., Letizi S., Luffarelli M., Petreti A., Mirri S. (2021). Encouraging users in waste sorting using deep neural networks and gamification. GoodIT 2021 - Proceedings of the 2021 Conference on Information Technology for Social Good, pp. 230 - 235 DOI: 10.1145/3462203.3477056

- Machado Toffolo M., Grilli F., Prandi C., Goffredo S., Marini M. (SE Sp. Extreme Flooding Events in Coastal Lagoons: Seawater Parameters and Rainfall over A Six-Year Period in the Mar Menor in). (2022) Journal of Marine Science and Engineering, 10 (10), art. no. 1521 DOI: 10.3390/jmse10101521
- Prandi C., Ceccarini C., Nisi V., Salomoni P. (2021). Designing interactive infographics to stimulate environmental awareness: an exploration with a University community. Multimedia Tools and Applications, 80 (9), pp. 12951 - 12968 DOI: 10.1007/s11042-020-09140-w
- Ceccarini C., Ferreira M., Prandi C., Nunes N., Nisi V. (2023). Unusual suspects - visualizing unusual relationships of complex social phenomena with climate change. ACM International Conference Proceeding Series, pp. 494 - 503 DOI: 10.1145/3582515.3609572

- Delnevo G., Tumedei G., Ghini V., Prandi C. (2024). Toward a Digital Twin: Combining Sensing, Machine Learning, and Data Visualization for the Effective Management of a Coastal Lagoon Environment. Proceedings - IEEE Consumer Communications and Networking Conference, CCNC DOI: 10.1109/CCNC51664.2024.10454647
- Delnevo G., Tumedei G., Ghini V., Prandi C. (2023). Evaluating the use of machine learning algorithms in environmental sensing for energy saving. NETus 2023 - Proceedings of the 2023 Workshop on Networked Sensing Systems for a Sustainable Society, pp. 201 - 206 DOI: 10.1145/3615991.3616402
- Prandi C., Cecilia J.M., Manzoni P., Peña-Haro S., Pierson D., Colom W., Blanco P., Garcìa C.A., Navarro I.J., Senent J. (2022). On integrating intelligent infrastructure and participatory monitoring for environmental modelling: The SMARTLAGOON approach. ACM International Conference Proceeding Series, pp. 236 - 243 DOI: 10.1145/3524458.3547228
- Patriti T., Mirri S., Girau R. (2023). A LoRa-mesh based system for marine Social IoT. Proceedings - IEEE Consumer Communications and Networking Conference, CCNC, 2023-January, pp. 329 - 332 DOI: 10.1109/CCNC51644.2023.10060829
- Piras A., Mirri S., Sole M., Giusto D., Pau G., Girau R. (2022). Implementation of a sea monitoring system based on social internet of things. Proceedings - IEEE Consumer Communications and Networking Conference, CCNC, pp. 687 - 690 DOI: 10.1109/CCNC49033.2022.9700641

- Prandi C., Nisi V., Loureiro P., Nunes N.J. (2020). Storytelling and remote-sensing playful interventions to foster biodiversity awareness. International Journal of Arts and Technology, 12 (1), pp. 39 - 59 DOI: 10.1504/IJART.2020.107680
- Loureiro P., Prandi C., Nisi V., Nunes N. (2019). On exploiting acoustic sensing and citizen science in a game for biodiversity monitoring and awareness. INFOCOM 2019 - IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2019, art. no. 8845197, pp. 572 - 577 DOI: 10.1109/INFCOMW.2019.8845197
- Delnevo G., Ceccarini C., Prandi C. (2022). Are all the flowers the same? A Citizen Science mobile app for increasing awareness about insect pollinators. Proceedings - 2022 IEEE 42nd International Conference on Distributed Computing Systems Workshops, ICDCSW 2022, pp. 237 - 240 DOI: 10.1109/ICDCSW56584.2022.00052

- Furini M., Mirri S., Montangero M., Prandi C. (2020). Privacy Perception when Using Smartphone Applications. Mobile Networks and Applications, 25 (3), pp. 1055 - 1061 DOI: 10.1007/s11036-020-01529-z
- Furini M., Mirri S., Montangero M., Prandi C. (2020). Untangling between fake-news and truth in social media to understand the Covid-19 Coronavirus. Proceedings - IEEE Symposium on Computers and Communications, 2020-July, art. no. 9219663 DOI: 10.1109/ISCC50000.2020.9219663
- Furini M., Mirri S., Montangero M., Prandi C. (2019). Privacy perception and user behavior in the mobile ecosystem. ACM International Conference Proceeding Series, pp. 177 - 182 DOI: 10.1145/3342428.3342690
- Delnevo G., Lipparini A., Roccetti M., Sobrero M. (2018). Human intelligence, ambidexterity and ai: Reflections on a data cognification case study in an underwater scenario. 2nd Annual Science Fiction Prototyping Conference 2018: Designing your Future with Science Fiction, SciFi-It 2018, pp. 50 - 55

- Ceccarini C., Zambon T., De Luigi N., Prandi C. (2023). SDGs Like You Have Never Seen Before!: Co-designing Data Visualization Tools with and for University Students. ACM International Conference Proceeding Series, pp. 521 - 529 DOI: 10.1145/3582515.3609577
- Zambon T., Prandi C. (2023). Culturally-Informed Co-design of Interactive Digital Tools with Citizen Science Communities. ACM International Conference Proceeding Series, pp. 517 - 520 DOI: 10.1145/3582515.3609576
- Furini M., Mirri S., Montangero M., Prandi C. (2020). Can IoT Wearable Devices Feed Frugal Innovation?. FRUGALTHINGS 2020 - Proceedings of the 2020 1st Workshop on Experiences with the Design and Implementation of Frugal Smart Objects, pp. 1 - 6 DOI: 10.1145/3410670.3410861
- Prandi C., Nisi V., Nunes N. (2018). On exploring a pervasive infrastructure to foster citizens participation and sustainable development. Proceedings of the 32nd International BCS Human Computer Interaction Conference, HCI 2018, 2018-July, pp. 1 - 5 DOI: 10.14236/ewic/HCI2018.223
- Ceccarini C., Delnevo G., Prandi C. (2020). FruGar: Exploiting Deep Learning and Crowdsourcing for Frugal Gardening. FRUGALTHINGS 2020 - Proceedings of the 2020 1st Workshop on Experiences with the Design and Implementation of Frugal Smart Objects, pp. 7 - 11 DOI: 10.1145/3410670.3410862
- Conti L., Delnevo G., Mirri S. (2018). Almaworld: Data visualization to support international research collaborations. ACM International Conference Proceeding Series, pp. 59 - 64 DOI: 10.1145/3284869.3284891
- Prandi C., Ferretti S., Mirri S., Salomoni P. (2015). Trustworthiness in crowd-sensed and sourced georeferenced data. 2015 IEEE International Conference on Pervasive Computing and Communication Workshops, PerCom Workshops 2015, art. no. 7134071, pp. 402 - 407 DOI: 10.1109/PERCOMW.2015.7134071
- Prandi C., Ferretti S., Mirri S., Salomoni P. (2015). A trustworthiness model for crowdsourced and crowdsensed data. Proceedings - 14th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2015, 1, art. no. 7345423, pp. 1261 - 1266 DOI: 10.1109/Trustcom.2015.515