GARZA, PAOLO

GARZA, PAOLO  

Dipartimento di Automatica e Informatica  

004581  

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BitFormer: Transformer-Based Neural Network for Bitrate Prediction in Real-Time Communications / Song, Tailai; Perna, Gianluca; Garza, Paolo; Meo, Michela; Munafo, Maurizio Matteo. - ELETTRONICO. - (2024), pp. 65-70. (Intervento presentato al convegno 2024 IEEE 21st Consumer Communications & Networking Conference (CCNC) tenutosi a Las Vegas, NV, USA nel 06 Jan 2024 - 09 Jan 2024) [10.1109/ccnc51664.2024.10454679]. 1-gen-2024 Song, TailaiPerna, GianlucaGarza, PaoloMeo, MichelaMunafo, Maurizio Matteo BitFormer_Transformer-Based_Neural_Network_for_Bitrate_Prediction_in_Real-Time_Communications.pdfBitrate_prediction.pdf
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.pdfThroughput_prediction_ComNet_final.pdf
DQNC2S: DQN-based Cross-stream Crisis event Summarizer / Rege Cambrin, Daniele; Cagliero, Luca; Garza, Paolo. - 14610:(2024), pp. 422-430. (Intervento presentato al convegno 46th European Conference on Information Retrieval. ECIR 2024 tenutosi a Glasgow (UK) nel March 24–28, 2024) [10.1007/978-3-031-56063-7_34]. 1-gen-2024 Rege Cambrin, DanieleCagliero, LucaGarza, Paolo ECIR2024.pdf978-3-031-56063-7_34.pdf
A Model-based Curriculum Learning Strategy for Training SegFormer / Rege Cambrin, Daniele; Apiletti, Daniele; Garza, Paolo. - (2023), pp. 1-6. (Intervento presentato al convegno IEEE 17th International Conference Application of Information and Communication Technologies tenutosi a Baku (AZ) nel 18-20 October 2023) [10.1109/AICT59525.2023.10313143]. 1-gen-2023 Rege Cambrin, DanieleApiletti, DanieleGarza, Paolo aict.pdfA_Model-based_Curriculum_Learning_Strategy_for_Training_SegFormer.pdf
A Novel DB CASE Tool for Relational Databases / Avignone, Andrea; Chiusano, Silvia; Fiori, Alessandro; Garza, Paolo; Marchetta, Emanuele. - ELETTRONICO. - 3478:(2023), pp. 100-100. (Intervento presentato al convegno SEBD 2023: 31st Symposium on Advanced Database System tenutosi a Galzignano Terme, Italy nel July 02–05, 2023). 1-gen-2023 Avignone, AndreaChiusano, SilviaFiori, AlessandroGarza, PaoloMarchetta, Emanuele paper87.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.pdfCaBuAr_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.pdfDensity-Based_Clustering_by_Means_of_Bridge_Point_Identification.pdf
Extractive Conversation Summarization Driven by Textual Entailment Prediction / Gallipoli, Giuseppe; Cagliero, Luca; Garza, Paolo. - ELETTRONICO. - (2023), pp. 1-6. (Intervento presentato al convegno 2023 IEEE 17th International Conference on Application of Information and Communication Technologies (AICT) tenutosi a Baku (AZ) nel 18-20 October 2023) [10.1109/AICT59525.2023.10313192]. 1-gen-2023 Gallipoli, GiuseppeCagliero, LucaGarza, Paolo Extractive Conversation Summarization Driven by Textual Entailment Prediction.pdfExtractive_Conversation_Summarization_Driven_by_Textual_Entailment_Prediction.pdf
PoliTo at SemEval-2023 Task 1: CLIP-based Visual-Word Sense Disambiguation Based on Back-Translation / Vaiani, Lorenzo; Cagliero, Luca; Garza, Paolo. - ELETTRONICO. - (2023), pp. 1447-1453. (Intervento presentato al convegno SemEval-2023 (Workshop of ACL) tenutosi a Toronto (CAN) nel July 9–14, 2023) [10.18653/v1/2023.semeval-1.199]. 1-gen-2023 Lorenzo VaianiLuca CaglieroPaolo Garza 2023.semeval-1.199.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
ViGEO: an Assessment of Vision GNNs in Earth Observation / Colomba, Luca; Garza, Paolo. - ELETTRONICO. - (2023), pp. 816-822. (Intervento presentato al convegno International Workshop on Spatial and Spatiotemporal Data Mining (SSTDM workshop at ICDM2023) tenutosi a Shanghai, China nel 01/12/2023 - 04/12/2023) [10.1109/ICDMW60847.2023.00110]. 1-gen-2023 Colomba, LucaGarza, Paolo ViGEO_paper.pdfViGEO_an_Assessment_of_Vision_GNNs_in_Earth_Observation.pdf
Vision Transformers for Burned Area Delineation / Rege Cambrin, Daniele; Colomba, Luca; Garza, Paolo. - 3343:(2023). (Intervento presentato al convegno MACLEAN: MAChine Learning for EArth ObservatioN (workshop @ECML/PKDD2022) tenutosi a Grenoble (FR) nel 19/09/2022). 1-gen-2023 Rege Cambrin,DanieleColomba, LucaGarza, Paolo MACLEAN2022_paper.pdfMACLEAN2022_paper_final.pdf
A Dataset for Burned Area Delineation and Severity Estimation from Satellite Imagery / Colomba, Luca; Farasin, Alessandro; Monaco, Simone; Greco, Salvatore; Garza, Paolo; Apiletti, Daniele; Baralis, Elena; Cerquitelli, Tania. - ELETTRONICO. - (2022), pp. 3893-3897. (Intervento presentato al convegno International Conference on Information and Knowledge Management (CIKM) 2022 tenutosi a Atlanta (Georgia, USA) nel 17/10/2022 - 21/10/2022) [10.1145/3511808.3557528]. 1-gen-2022 Colomba,LucaFarasin,AlessandroMonaco,SimoneGreco,SalvatoreGarza,PaoloApiletti,DanieleBaralis,ElenaCerquitelli,Tania 3511808.3557528.pdfBurnedAreaDatasetPaper.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
How Much Attention Should we Pay to Mosquitoes? / Vaiani, Lorenzo; Koudounas, Alkis; LA QUATRA, Moreno; Cagliero, Luca; Garza, Paolo; Baralis, ELENA MARIA. - ELETTRONICO. - (2022), pp. 7135-7139. (Intervento presentato al convegno Computational Paralinguistics ChallengE 2022 (ComParE 2022) tenutosi a Lisbon (PT) nel October 10-14, 2022) [10.1145/3503161.3551594]. 1-gen-2022 Lorenzo VaianiAlkis KoudounasMoreno La QuatraLuca CaglieroPaolo GarzaElena Baralis ComParE2022_Mosquito_Challenge.pdf3503161.3551594.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
Leveraging multimodal content for podcast summarization / Vaiani, Lorenzo; LA QUATRA, Moreno; Cagliero, Luca; Garza, Paolo. - ELETTRONICO. - (2022), pp. 863-870. (Intervento presentato al convegno ACM/SIGAPP Symposium on Applied Computing tenutosi a Virtual, Online nel April 25th 2022 - April 29th 2022) [10.1145/3477314.3507106]. 1-gen-2022 Lorenzo VaianiMoreno La QuatraLuca CaglieroPaolo Garza ACM_SAC2022_MATeR_preprint.pdf3477314.3507106.pdf
Mining SpatioTemporally Invariant Patterns / Colomba, Luca; Cagliero, Luca; Garza, Paolo. - ELETTRONICO. - (2022). (Intervento presentato al convegno International Conference on Advances in Geographic Information Systems (SIGSPATIAL) 2022 tenutosi a Seattle, Washington (USA) nel 01/11/2022 - 04/11/2022) [10.1145/3557915.3560998]. 1-gen-2022 Colomba,LucaCagliero,LucaGarza,Paolo 3557915.3560998.pdf3557915.3560998.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).pdfReal-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).pdf1-s2.0-S1389128621005235-main.pdf