Archivio Istituzionale della RicercaGARZA, PAOLO
GARZA, PAOLO
Dipartimento di Automatica e Informatica
004581
One Is Enough: Efficient Modeling of RTP Traffic for QoS Predictions in Real-Time Communications
2026 Song, Tailai; Garza, Paolo; Meo, Michela; Matteo Munafo, Maurizio
Discovering SpatioTemporally Invariant Event Patterns From Mobility Data
2025 Colomba, Luca; Cagliero, Luca; Garza, Paolo
Magnifier: A Multigrained Neural Network-Based Architecture for Burned Area Delineation
2025 Cambrin, Daniele Rege; Colomba, Luca; Garza, Paolo
Multi Stage Retrieval for Web Search During Crisis
2025 Tcaciuc, Claudiu Constantin; Rege Cambrin, Daniele; Garza, Paolo
Packet Loss in Real-Time Communications: Can ML Tame its Unpredictable Nature?
2025 Song, Tailai; Perna, Gianluca; Garza, Paolo; Meo, Michela; Munafo, Maurizio Matteo
DeX: Deep learning-based throughput prediction for real-time communications with emphasis on traffic eXtremes
2024 Song, Tailai; Garza, Paolo; Meo, Michela; Munafo, Maurizio Matteo
Emotion Recognition from Videos Using Multimodal Large Language Models
2024 Vaiani, Lorenzo; Cagliero, Luca; Garza, Paolo
CaBuAr: California burned areas dataset for delineation [Software and Data Sets]
2023 Rege Cambrin, Daniele; Colomba, Luca; Garza, Paolo
Density-based Clustering by Means of Bridge Point Identification
2023 Colomba, Luca; Cagliero, Luca; Garza, Paolo
Shortlisting machine learning-based stock trading recommendations using candlestick pattern recognition
2023 Cagliero, L; Fior, J; Garza, P
Complementing Location-Based Social Network Data With Mobility Data: A Pattern-Based Approach
2022 Daraio, Elena; Cagliero, Luca; Chiusano, Silvia; Garza, Paolo
Leveraging Explainable AI to Support Cryptocurrency Investors
2022 Fior, Jacopo; Cagliero, Luca; Garza, Paolo
Real-Time Classification of Real-Time Communications
2022 Perna, Gianluca; Markudova, Dena; Trevisan, Martino; Garza, Paolo; Meo, Michela; Munafo, Maurizio; Carofiglio, Giovanna
Retina: An open-source tool for flexible analysis of RTC traffic
2022 Perna, Gianluca; Markudova, Dena; Trevisan, Martino; Garza, Paolo; Meo, Michela; Munafò, Maurizio
A Data-Driven Based Dynamic Rebalancing Methodology for Bike Sharing Systems
2021 Cipriano, Marco; Colomba, Luca; Garza, Paolo
Attention to Fires: Multi-Channel Deep Learning Models for Wildfire Severity Prediction
2021 Monaco, Simone; Greco, Salvatore; Farasin, Alessandro; Colomba, Luca; Apiletti, Daniele; Garza, Paolo; Cerquitelli, Tania; Baralis, Elena
Deep learning models for road passability detection during flood events using social media data
2020 Lopez Fuentes, Laura; Farasin, Alessandro; Zaffaroni, Mirko; Skinnemoen, Harald; Garza, Paolo
Double-Step U-Net: A Deep Learning-Based Approach for the Estimation of Wildfire Damage Severity through Sentinel-2 Satellite Data
2020 Farasin, Alessandro; Colomba, Luca; Garza, Paolo
Effective video hyperlinking by means of enriched feature sets and monomodal query combinations
2020 Kavoosifar, MOHAMMAD REZA; Apiletti, Daniele; Baralis, Elena; Garza, Paolo; Huet, Benoit
Predicting Car Availability in Free Floating Car Sharing Systems: Leveraging Machine Learning in Challenging Contexts
2020 Daraio, Elena; Cagliero, Luca; Chiusano, Silvia; Garza, Paolo; Giordano, Danilo
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| One Is Enough: Efficient Modeling of RTP Traffic for QoS Predictions in Real-Time Communications / Song, T., Garza, P., Meo, M., Matteo Munafo, M.. - In: IEEE TRANSACTIONS ON NETWORKING. - ISSN 2998-4157. - ELETTRONICO. - 34:(2026), pp. 2589-2604. [10.1109/ton.2025.3649980] | 1-gen-2026 | Song, TailaiGarza, PaoloMeo, MichelaMatteo Munafo, Maurizio | One_Is_Enough_Efficient_Modeling_of_RTP_Traffic_for_QoS_Predictions_in_Real-Time_Communications.pdf |
| Discovering SpatioTemporally Invariant Event Patterns From Mobility Data / Colomba, L., Cagliero, L., Garza, P.. - In: IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS. - ISSN 1524-9050. - 26:10(2025), pp. 15309-15322. [10.1109/tits.2025.3595382] | 1-gen-2025 | Colomba, LucaCagliero, LucaGarza, Paolo | TITS3595382.pdf; Discovering_SpatioTemporally_Invariant_Event_Patterns_From_Mobility_Data.pdf |
| Magnifier: A Multigrained Neural Network-Based Architecture for Burned Area Delineation / Cambrin, D.R., Colomba, L., Garza, P.. - In: IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. - ISSN 1939-1404. - 18:(2025), pp. 12263-12277. [10.1109/jstars.2025.3565819] | 1-gen-2025 | Cambrin, Daniele RegeColomba, LucaGarza, Paolo | Magnifier_A_Multigrained_Neural_Network-Based_Architecture_for_Burned_Area_Delineation.pdf |
| Multi Stage Retrieval for Web Search During Crisis / Tcaciuc, C.C., Rege Cambrin, D., Garza, P.. - In: FUTURE INTERNET. - ISSN 1999-5903. - 17:6(2025). [10.3390/fi17060239] | 1-gen-2025 | Tcaciuc, Claudiu ConstantinRege Cambrin, DanieleGarza, Paolo | futureinternet-17-00239.pdf |
| Packet Loss in Real-Time Communications: Can ML Tame its Unpredictable Nature? / Song, T., Perna, G., Garza, P., Meo, M., Munafo, M.M.. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - ELETTRONICO. - 22:1(2025), pp. 72-91. [10.1109/tnsm.2024.3442616] | 1-gen-2025 | Song, TailaiPerna, GianlucaGarza, PaoloMeo, MichelaMunafo, Maurizio Matteo | Packet_Loss_in_Real-Time_Communications_Can_ML_Tame_Its_Unpredictable_Nature.pdf; Packet_Loss_in_Real-Time_Communications_Can_ML_Tame_its_Unpredictable_Nature.pdf |
| DeX: Deep learning-based throughput prediction for real-time communications with emphasis on traffic eXtremes / Song, T., Garza, P., Meo, M., Munafo, M.M.. - In: COMPUTER NETWORKS. - ISSN 1389-1286. - ELETTRONICO. - 249:(2024), p. 110507. [10.1016/j.comnet.2024.110507] | 1-gen-2024 | Song, TailaiGarza, PaoloMeo, MichelaMunafo, Maurizio Matteo | 1-s2.0-S1389128624003396-main.pdf; Throughput_prediction_ComNet_final.pdf |
| Emotion Recognition from Videos Using Multimodal Large Language Models / Vaiani, L., Cagliero, L., Garza, P.. - In: FUTURE INTERNET. - ISSN 1999-5903. - 16:7(2024). [10.3390/fi16070247] | 1-gen-2024 | Lorenzo VaianiLuca CaglieroPaolo Garza | futureinternet-16-00247-v2.pdf |
| CaBuAr: California burned areas dataset for delineation [Software and Data Sets] / Rege Cambrin, D., Colomba, L., Garza, P.. - In: IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE. - ISSN 2168-6831. - 11:3(2023), pp. 106-113. [10.1109/MGRS.2023.3292467] | 1-gen-2023 | Rege Cambrin, DanieleColomba, LucaGarza, Paolo | MGRS3292467.pdf; CaBuAr_California_burned_areas_dataset_for_delineation_Software_and_Data_Sets.pdf |
| Density-based Clustering by Means of Bridge Point Identification / Colomba, L., Cagliero, L., Garza, P.. - In: IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING. - ISSN 1041-4347. - 35:11(2023), pp. 11274-11287. [10.1109/TKDE.2022.3232315] | 1-gen-2023 | Colomba, LucaCagliero, LucaGarza, Paolo | TKDE_OA.pdf; Density-Based_Clustering_by_Means_of_Bridge_Point_Identification.pdf |
| Shortlisting machine learning-based stock trading recommendations using candlestick pattern recognition / Cagliero, L., Fior, J., Garza, P.. - In: EXPERT SYSTEMS WITH APPLICATIONS. - ISSN 0957-4174. - 216:(2023). [10.1016/j.eswa.2022.119493] | 1-gen-2023 | Cagliero, LFior, JGarza, P | 1-s2.0-S095741742202512X-main.pdf |
| Complementing Location-Based Social Network Data With Mobility Data: A Pattern-Based Approach / Daraio, E., Cagliero, L., Chiusano, S., Garza, P.. - In: IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS. - ISSN 1524-9050. - 23:11(2022), pp. 21216-21227. [10.1109/TITS.2022.3182569] | 1-gen-2022 | Daraio, ElenaCagliero, LucaChiusano, SilviaGarza, Paolo | Complementing_Location-Based_Social_Network_Data_With_Mobility_Data_A_Pattern-Based_Approach.pdf |
| Leveraging Explainable AI to Support Cryptocurrency Investors / Fior, J., Cagliero, L., Garza, P.. - In: FUTURE INTERNET. - ISSN 1999-5903. - 14:9(2022). [10.3390/fi14090251] | 1-gen-2022 | Fior, JacopoCagliero, LucaGarza, Paolo | futureinternet-14-00251-v2.pdf |
| Real-Time Classification of Real-Time Communications / Perna, G., Markudova, D., Trevisan, M., Garza, P., Meo, M., Munafo, M., Carofiglio, G.. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - ELETTRONICO. - 19:4(2022), pp. 4676-4690. [10.1109/TNSM.2022.3189628] | 1-gen-2022 | Perna, GianlucaMarkudova, DenaTrevisan, MartinoGarza, PaoloMeo, MichelaMunafo, MaurizioCarofiglio, Giovanna | _Extension__Online_Classification_of_RTC_Traffic (13).pdf; Real-Time_Classification_of_Real-Time_Communications.pdf |
| Retina: An open-source tool for flexible analysis of RTC traffic / Perna, G., Markudova, D., Trevisan, M., Garza, P., Meo, M., Munafò, M.. - In: COMPUTER NETWORKS. - ISSN 1389-1286. - ELETTRONICO. - 202:(2022), p. 108637. [10.1016/j.comnet.2021.108637] | 1-gen-2022 | Perna, GianlucaMarkudova, DenaTrevisan, MartinoGarza, PaoloMeo, MichelaMunafò, Maurizio | ComNet_Retina (4).pdf; 1-s2.0-S1389128621005235-main.pdf |
| A Data-Driven Based Dynamic Rebalancing Methodology for Bike Sharing Systems / Cipriano, M., Colomba, L., Garza, P.. - In: APPLIED SCIENCES. - ISSN 2076-3417. - ELETTRONICO. - 11:15(2021). [10.3390/app11156967] | 1-gen-2021 | Luca ColombaPaolo Garza + | applsci-11-06967.pdf |
| Attention to Fires: Multi-Channel Deep Learning Models for Wildfire Severity Prediction / Monaco, S., Greco, S., Farasin, A., Colomba, L., Apiletti, D., Garza, P., Cerquitelli, T., Baralis, E.. - In: APPLIED SCIENCES. - ISSN 2076-3417. - ELETTRONICO. - 11:22(2021). [10.3390/app112211060] | 1-gen-2021 | Monaco, SimoneGreco, SalvatoreFarasin, AlessandroColomba, LucaApiletti, DanieleGarza, PaoloCerquitelli, TaniaBaralis, Elena | applsci-11-11060.pdf |
| Deep learning models for road passability detection during flood events using social media data / Lopez Fuentes, L., Farasin, A., Zaffaroni, M., Skinnemoen, H., Garza, P.. - In: APPLIED SCIENCES. - ISSN 2076-3417. - ELETTRONICO. - 10:24(2020). [10.3390/app10248783] | 1-gen-2020 | Farasin, AlessandroGarza, Paolo + | applsci-10-08783.pdf |
| Double-Step U-Net: A Deep Learning-Based Approach for the Estimation of Wildfire Damage Severity through Sentinel-2 Satellite Data / Farasin, A., Colomba, L., Garza, P.. - In: APPLIED SCIENCES. - ISSN 2076-3417. - ELETTRONICO. - 10:12(2020). [10.3390/app10124332] | 1-gen-2020 | Alessandro FarasinLuca ColombaPaolo Garza | applsci-10-04332.pdf |
| Effective video hyperlinking by means of enriched feature sets and monomodal query combinations / Kavoosifar, M.R., Apiletti, D., Baralis, E., Garza, P., Huet, B.. - In: INTERNATIONAL JOURNAL OF MULTIMEDIA INFORMATION RETRIEVAL. - ISSN 2192-6611. - ELETTRONICO. - 9:(2020), pp. 215-227. [10.1007/s13735-019-00173-y] | 1-gen-2020 | Mohammad Reza KavoosifarDaniele ApilettiElena BaralisPaolo Garza + | IJMIR__Journal_2017_Behnam.pdf; s13735-019-00173-y.pdf |
| Predicting Car Availability in Free Floating Car Sharing Systems: Leveraging Machine Learning in Challenging Contexts / Daraio, E., Cagliero, L., Chiusano, S., Garza, P., Giordano, D.. - In: ELECTRONICS. - ISSN 2079-9292. - ELETTRONICO. - 9:8 (1322)(2020). [10.3390/electronics9081322] | 1-gen-2020 | Daraio, ElenaCagliero, LucaChiusano, SilviaGarza, PaoloGiordano, Danilo | electronics-09-01322-v2.pdf |