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Giovanni Pau

Professore ordinario

Dipartimento di Informatica - Scienza e Ingegneria

Settore scientifico disciplinare: INFO-01/A Informatica

Pubblicazioni

Ian V.-K.; Tse R.; Tang S.-K.; Pau G., Bridging the Gap: Enhancing Storm Surge Prediction and Decision Support with Bidirectional Attention-Based LSTM, «ATMOSPHERE», 2023, 14, Article number: 1082, pp. 1 - 25 [articolo]

Ian V.-K.; Tang S.-K.; Pau G., Comparative Analysis of BALSSA and Conventional NWP Methods: A Case Study in Extreme Storm Surge Prediction in Macao, «ATMOSPHERE», 2023, 14, Article number: 1597, pp. 1 - 25 [articolo]

Yang F.; Li Z.; Zhou J.; Zhang X.; Wu Q.; Pau G.; Xie G., Disco: A Framework for Dynamic Selection of Multipath Congestion Control Algorithms, in: q, 2023 IEEE 31st International Conference on Network Protocols (ICNP), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2023, pp. 1 - 12 (atti di: 2023 IEEE 31st International Conference on Network Protocols (ICNP), Reykjavik, Iceland, 10-13 October 2023) [Contributo in Atti di convegno]

Yu Z.; Luo W.; Tse R.; Pau G., DMNet: A Personalized Risk Assessment Framework for Elderly People With Type 2 Diabetes, «IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS», 2023, 27, pp. 1558 - 1568 [articolo]Open Access

Delnevo G.; Im M.; Tse R.; Lam C.-T.; Tang S.-K.; Salomoni P.; Pau G.; Ghini V.; Mirri S., Italian-Chinese Neural Machine Translation: results and lessons learnt, in: Proceedings of the 2023 ACM Conference on Information Technology for Social Good, New York, Association for Computing Machinery, 2023, pp. 455 - 461 (atti di: 3rd ACM Conference on Information Technology for Social Good, GoodIT 2023, Lisbon (Portugal), 2023) [Contributo in Atti di convegno]Open Access

Chou K.S.; Wong K.L.; Zhang B.; Aguiari D.; Im S.K.; Lam C.T.; Tse R.; Tang S.-K.; Pau G., Taxi Demand and Fare Prediction with Hybrid Models: Enhancing Efficiency and User Experience in City Transportation, «APPLIED SCIENCES», 2023, 13, Article number: 10192, pp. 1 - 15 [articolo]

Bosello M.; Falcomer C.; Rossi C.; Pau G., To Charge or to Sell? EV Pack Useful Life Estimation via LSTMs, CNNs, and Autoencoders, «ENERGIES», 2023, 16, Article number: 2837, pp. 1 - 17 [articolo]Open Access

Mekbungwan P.; Lertsinsrubtavee A.; Kitisin S.; Pau G.; Kanchanasut K., Towards programmable IoT with ActiveNDN, «ANNALES DES TÉLÉCOMMUNICATIONS», 2023, 78, pp. 667 - 684 [articolo]

Russi, L.; Guidorzi, P.; Pulvirenti, B.; Aguiari, D.; Pau, G.; Semprini, G., Air Quality and Comfort Characterisation within an Electric Vehicle Cabin in Heating and Cooling Operations†, «SENSORS», 2022, 22, Article number: 543, pp. 1 - 16 [articolo]Open Access

Yang F.; Wu Q.; Li Z.; Liu Y.; Pau G.; Xie G., BBRv2+: Towards balancing aggressiveness and fairness with delay-based bandwidth probing, «COMPUTER NETWORKS», 2022, 206, Article number: 108789, pp. 1 - 13 [articolo]

Chen, Yuhan; Tse, Rita; Bosello, Michael; Aguiari, Davide; Tang, Su-Kit; Pau, Giovanni, Enabling deep reinforcement learning autonomous driving by 3D-LiDAR point clouds, in: Proc. SPIE 12342, Fourteenth International Conference on Digital Image Processing (ICDIP 2022), 2022, 12342, pp. 1 - 10 (atti di: Fourteenth International Conference on Digital Image Processing (ICDIP 2022), Wuhan, China, 12/10/22) [Contributo in Atti di convegno]

Lin H.; Tse R.; Tang S.-K.; Qiang Z.-P.; Pau G., Few-shot learning approach with multi-scale feature fusion and attention for plant disease recognition, «FRONTIERS IN PLANT SCIENCE», 2022, 13, Article number: 907916, pp. 1 - 17 [articolo]Open Access

Lin H.; Tse R.; Tang S.-K.; Qiang Z.; Pau G., Few-Shot Learning for Plant-Disease Recognition in the Frequency Domain, «PLANTS», 2022, 11, Article number: 2814, pp. 1 - 23 [articolo]

Wong, Kei Long; Chou, Ka Seng; Aguiari, Davide; Tse, Rita; Tang, Su-Kit; Pau, Giovanni, Identifying Degradation Indicators for Electric Vehicle Battery Based on Field Testing Data, in: 2022 IEEE Electrical Power and Energy Conference, EPEC 2022, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2022, pp. 206 - 211 (atti di: 2022 IEEE Electrical Power and Energy Conference, EPEC 2022, can, 2022) [Contributo in Atti di convegno]

Piras, Andrea; Mirri, Silvia; Sole, Mariella; Giusto, Daniele; Pau, Giovanni; Girau, Roberto, Implementation of a sea monitoring system based on social internet of things, in: 2022 IEEE 19th Annual Consumer Communications & Networking Conference (CCNC) - Proceedings, 2022, pp. 687 - 690 (atti di: 2022 IEEE 19th Annual Consumer Communications & Networking Conference (CCNC), Las Vegas, 8-11 gennaio 2022) [Contributo in Atti di convegno]

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