GARZA, PAOLO
GARZA, PAOLO
Dipartimento di Automatica e Informatica
004581
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
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
Training ensembles of faceted classification models for quantitative stock trading
2020 Cagliero, Luca; Garza, Paolo; Attanasio, Giuseppe; Baralis, Elena
Effective video hyperlinking by means of enriched feature sets and monomodal query combinations
2019 Kavoosifar, MOHAMMAD REZA; Apiletti, Daniele; Baralis, ELENA MARIA; Garza, Paolo; Huet, Benoit
ELSA: A multilingual document summarization algorithm based on frequent itemsets and latent semantic analysis
2019 Cagliero, Luca.; Garza, Paolo; Baralis, Elena
Additional reviewer assignment by means of weighted association rules
2018 Cagliero, L.; Garza, P.; Pasini, Andrea; Baralis, E.
Characterizing situations of dock overload in bicycle sharing stations
2018 Cagliero, Luca; Cerquitelli, Tania; Chiusano, Silvia; Garza, Paolo; Ricupero, Giuseppe; Baralis, Elena
Characterizing unpredictable patterns in Wireless Sensor Network data
2018 Cagliero, Luca; Cerquitelli, Tania; Chiusano, Silvia; Garza, Paolo; Attanasio, Antonio
Citazione | Data di pubblicazione | Autori | File |
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DeX: Deep learning-based throughput prediction for real-time communications with emphasis on traffic eXtremes / Song, Tailai; Garza, Paolo; Meo, Michela; Munafo, Maurizio Matteo. - 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, Lorenzo; Cagliero, Luca; Garza, Paolo. - 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, Daniele; Colomba, Luca; Garza, Paolo. - 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, Luca; Cagliero, Luca; Garza, Paolo. - 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, Elena; Cagliero, Luca; Chiusano, Silvia; Garza, Paolo. - 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, Jacopo; Cagliero, Luca; Garza, Paolo. - 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, Gianluca; Markudova, Dena; Trevisan, Martino; Garza, Paolo; Meo, Michela; Munafo, Maurizio; Carofiglio, Giovanna. - 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, Gianluca; Markudova, Dena; Trevisan, Martino; Garza, Paolo; Meo, Michela; Munafò, Maurizio. - 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, Marco; Colomba, Luca; Garza, Paolo. - 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, Simone; Greco, Salvatore; Farasin, Alessandro; Colomba, Luca; Apiletti, Daniele; Garza, Paolo; Cerquitelli, Tania; Baralis, Elena. - 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, Laura; Farasin, Alessandro; Zaffaroni, Mirko; Skinnemoen, Harald; Garza, Paolo. - 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, Alessandro; Colomba, Luca; Garza, Paolo. - In: APPLIED SCIENCES. - ISSN 2076-3417. - ELETTRONICO. - 10:12(2020). [10.3390/app10124332] | 1-gen-2020 | Alessandro FarasinLuca ColombaPaolo Garza | applsci-10-04332.pdf |
Predicting Car Availability in Free Floating Car Sharing Systems: Leveraging Machine Learning in Challenging Contexts / Daraio, Elena; Cagliero, Luca; Chiusano, Silvia; Garza, Paolo; Giordano, Danilo. - 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 |
Training ensembles of faceted classification models for quantitative stock trading / Cagliero, Luca; Garza, Paolo; Attanasio, Giuseppe; Baralis, Elena. - In: COMPUTING. - ISSN 0010-485X. - ELETTRONICO. - 102:(2020), pp. 1213-1225. [10.1007/s00607-019-00776-7] | 1-gen-2020 | Cagliero, LucaGarza, PaoloAttanasio, GiuseppeBaralis, Elena | postprint_noneditorial_version.pdf; Cagliero2020_Article_TrainingEnsemblesOfFacetedClas.pdf |
Effective video hyperlinking by means of enriched feature sets and monomodal query combinations / Kavoosifar, MOHAMMAD REZA; Apiletti, Daniele; Baralis, ELENA MARIA; Garza, Paolo; Huet, Benoit. - In: INTERNATIONAL JOURNAL OF MULTIMEDIA INFORMATION RETRIEVAL. - ISSN 2192-6611. - ELETTRONICO. - (2019). [10.1007/s13735-019-00173-y] | 1-gen-2019 | Mohammad Reza KavoosifarDaniele ApilettiElena BaralisPaolo Garza + | Kavoosifar2019_Article_EffectiveVideoHyperlinkingByMe.pdf; IJMIR__Journal_2017_Behnam.pdf |
ELSA: A multilingual document summarization algorithm based on frequent itemsets and latent semantic analysis / Cagliero, Luca.; Garza, Paolo; Baralis, Elena. - In: ACM TRANSACTIONS ON INFORMATION SYSTEMS. - ISSN 1046-8188. - ELETTRONICO. - 37:2(2019), pp. 1-33. [10.1145/3298987] | 1-gen-2019 | Cagliero, Luca.Garza, PaoloBaralis, Elena | a21-cagliero.pdf |
Additional reviewer assignment by means of weighted association rules / Cagliero, L.; Garza, P.; Pasini, Andrea; Baralis, E.. - In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. - ISSN 2168-6750. - ELETTRONICO. - (2018). [10.1109/TETC.2018.2861214] | 1-gen-2018 | Cagliero, L.Garza, P.PASINI, ANDREABaralis, E. | - |
Characterizing situations of dock overload in bicycle sharing stations / Cagliero, Luca; Cerquitelli, Tania; Chiusano, Silvia; Garza, Paolo; Ricupero, Giuseppe; Baralis, Elena. - In: APPLIED SCIENCES. - ISSN 2076-3417. - ELETTRONICO. - 8:12(2018), p. 2521. [10.3390/app8122521] | 1-gen-2018 | Cagliero, LucaCerquitelli, TaniaChiusano, SilviaGarza, PaoloRICUPERO, GIUSEPPEBaralis, Elena | applsci-08-02521.pdf |
Characterizing unpredictable patterns in Wireless Sensor Network data / Cagliero, Luca; Cerquitelli, Tania; Chiusano, Silvia; Garza, Paolo; Attanasio, Antonio. - In: INFORMATION SCIENCES. - ISSN 0020-0255. - STAMPA. - 467:(2018), pp. 149-162. [10.1016/j.ins.2018.08.002] | 1-gen-2018 | Cagliero, LucaCerquitelli, TaniaChiusano, SilviaGarza, PaoloAttanasio, Antonio | information_science_2018.pdf |