Foto del docente

Gustavo Marfia

Associate Professor

Department for Life Quality Studies

Academic discipline: INF/01 Informatics

Publications

Zhong J.; Tse R.; Marfia G.; Pau G., Fashion popularity analysis based on online social network via deep learning, in: Proceedings of SPIE - The International Society for Optical Engineering, 1000 20TH ST, PO BOX 10, BELLINGHAM, WA 98227-0010 USA, SPIE, 2019, 11179, pp. 89 - 97 (atti di: 11th International Conference on Digital Image Processing, ICDIP 2019, chn, 2019) [Contribution to conference proceedings]

Bujari A.; Donatiello L.; Marfia G.; Palazzi C.E., Modeling the energy consumption of mobile apps, in: Proceedings - 2019 IEEE/ACM 23rd International Symposium on Distributed Simulation and Real Time Applications, DS-RT 2019, Institute of Electrical and Electronics Engineers Inc., 2019, pp. 1 - 6 (atti di: 23rd IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, DS-RT 2019, ita, 2019) [Contribution to conference proceedings]

Riedel N.; Angeli A.; Marfia G., Qualitative activity recognition using machine and deep learning: Experimenting with data-human interfaces for non data-scientists, in: ACM International Conference Proceeding Series, Association for Computing Machinery, 2019, pp. 7 - 12 (atti di: 5th EAI International Conference on Smart Objects and Technologies for Social Good, GOODTECHS 2019, esp, 2019) [Contribution to conference proceedings]

Lei, Philip; Marfia, Gustavo; Pau, Giovanni; Tse, Rita, Can we monitor the natural environment analyzing online social network posts? A literature review, «ONLINE SOCIAL NETWORKS AND MEDIA», 2018, 5, pp. 51 - 60 [Scientific article]

Donatiello, Lorenzo; Morotti, Elena; Marfia, Gustavo; Di Vaio, Sonia, Exploiting Immersive Virtual Reality for Fashion Gamification, in: IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC, Institute of Electrical and Electronics Engineers Inc., 2018, 2018-, pp. 17 - 21 (atti di: 29th IEEE Annual International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2018, ita, 2018) [Contribution to conference proceedings]

Angeli, Alessia; Piccolomini, Elena Loli; Marfia, Gustavo, Learning about Fashion exploiting the Big Multimedia Data, in: IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC, Institute of Electrical and Electronics Engineers Inc., 2018, 2018-, pp. 48 - 51 (atti di: 29th IEEE Annual International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2018, ita, 2018) [Contribution to conference proceedings]

Lorenzo Donatiello, Gustavo Marfia, Modeling the Energy Consumption of Upload Patterns on Smartphones and IoT Devices, «IEEE COMMUNICATIONS LETTERS», 2018, 22, pp. 2258 - 2261 [Scientific article]

Marchetti, Nicolò; Angelini, Ivana; Artioli, Gilberto; Benati, Giacomo; Bitelli, Gabriele; Curci, Antonio; Marfia, Gustavo; Roccetti, Marco, NEARCHOS. Networked Archaeological Open Science: Advances in Archaeology Through Field Analytics and Scientific Community Sharing, «JOURNAL OF ARCHAEOLOGICAL RESEARCH», 2018, 26, pp. 447 - 469 [Scientific article]Open Access

Luca Casini; Gustavo Marfia; Marco Roccetti, Some Reflections on the Potential and Limitations of Deep Learning for Automated Music Generation, in: Proceedings 29th IEEE Annual International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2018, Bologna, Piscataway, NJ, Institute of Electrical and Electronics Engineers Inc., 2018, pp. 27 - 31 (atti di: 29th IEEE Annual International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2018, Bologna, Italy, 9-12 Settembre 2018) [Contribution to conference proceedings]

Gustavo Marfia; Giovanni Matteucci, Some Remarks on Aesthetics and Computer Sciences, «STUDI DI ESTETICA», 2018, 46, pp. 1 - 30 [Scientific article]Open Access

Gustavo Marfia, Giovanni Matteucci, Studi di estetica (2018). Vol. 3: Towards a digital aesthetics, Sesto San Giovanni (MI), Mim Edizioni srl, 2018, pp. 142 . [Editorship]

Marfia, Gustavo; Roccetti, Marco, A practical computer based vision system for posture and movement sensing in occupational medicine, «MULTIMEDIA TOOLS AND APPLICATIONS», 2017, 76, pp. 8109 - 8129 [Scientific article]

Donatiello, Lorenzo; Marfia, Gustavo; Bujari, Armir; Palazzi, Claudio Enrico, A simulation model for event goodput estimation in real-time sensor networks, in: Andrea D'Ambrogio, Robson De Grande, Alfredo Garro, Andrea Tundis., 2017 IEEE/ACM 21st International Symposium on Distributed Simulation and Real Time Applications (DS-RT) (2017), IEEE/ACM, 2017, pp. 1 - 7 (atti di: 2017 IEEE/ACM 21st International Symposium on Distributed Simulation and Real Time Applications (DS-RT) (2017), Rome, Italy, 18-20 October 2017) [Contribution to conference proceedings]

Donatiello, Lorenzo; Marfia, Gustavo, Analyzing and shaping the lifetime and the performance of barrier coverage sensor networks, «PERFORMANCE EVALUATION REVIEW», 2017, 44, pp. 69 - 79 [Scientific article]

Roccetti, Marco; Marfia, Gustavo; Salomoni, Paola; Prandi, Catia; Zagari, Rocco Maurizio; Gningaye Kengni, Faustine Linda; Bazzoli, Franco; Montagnani, Marco, Attitudes of Crohn's Disease Patients: Infodemiology Case Study and Sentiment Analysis of Facebook and Twitter Posts, «JMIR PUBLIC HEALTH AND SURVEILLANCE», 2017, 3, pp. 1 - 8 [Scientific article]Open Access