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MACII, Enrico

MACII, Enrico  

Dipartimento Interateneo di Scienze, Progetto e Politiche del Territorio  

002042  

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Citazione Data di pubblicazione Autori File
Bridging Physics and Data in Metal Powder Bed Fusion with Scientific Machine Learning / Depaoli, Fabio; Ponzio, Francesco; Macii, Enrico; Di Cataldo, Santa. - In: JOURNAL OF INTELLIGENT MANUFACTURING. - ISSN 0956-5515. - (2026). [10.1007/s10845-026-02820-8] 1-gen-2026 Depaoli, FabioPonzio, FrancescoMacii, EnricoDi Cataldo, Santa s10845-026-02820-8.pdf
FedAGF: Adaptive Concurrency via Gradient Feedback for Mitigating Extreme Label Skew in Budget-Constrained Federated Learning / Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico. - In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS. - ISSN 1549-8328. - ELETTRONICO. - (2026), pp. 1-14. [10.1109/tcsi.2026.3663070] 1-gen-2026 Malan, ErichPeluso, ValentinoCalimera, AndreaMacii, Enrico main_final.pdf
Refined Two-Sided Learning Rate Tuning for Robust Evaluation in Federated Learning / Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico. - In: IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE. - ISSN 2691-4581. - 7:2(2026), pp. 906-917. [10.1109/TAI.2025.3585090] 1-gen-2026 Malan, ErichPeluso, ValentinoCalimera, AndreaMacii, Enrico TAI25_R1_FL_Learning_Rate___Final_Files.pdf; Refined_Two-Sided_Learning_Rate_Tuning_for_Robust_Evaluation_in_Federated_Learning.pdf
The inNuCE Research Infrastructure and the Neuromorphic MLOps for AIoT prototyping / Urgese, Gianvito; Fra, Vittorio; Pignata, Andrea; Fanuli, Giuseppe; Gomez, Walter Gallego; Pignari, Riccardo; Barocci, Michelangelo; Leto, Benedetto; Tilocca, Salvatore; Cassetta, Nicola; Montuschi, Paolo; Macii, Enrico. - In: IEEE INTERNET OF THINGS JOURNAL. - ISSN 2327-4662. - 13:9(2026), pp. 19286-19299. [10.1109/jiot.2026.3663902] 1-gen-2026 Urgese, GianvitoFra, VittorioPignata, AndreaFanuli, GiuseppeGomez, Walter GallegoPignari, RiccardoBarocci, MichelangeloLeto, BenedettoTilocca, SalvatoreCassetta, NicolaMontuschi, PaoloMacii, Enrico The_inNuCE_Research_Infrastructure_and_the_Neuromorphic_MLOps_for_AIoT_Prototyping.pdf
The Smart Inertial Device Data from Human Activities dataset / Pignari, Riccardo; Leto, Bendetto; Quer, Stefano; Macii, Enrico; Urgese, Gianvito; Fra, Vittorio. - In: SCIENTIFIC DATA. - ISSN 2052-4463. - ELETTRONICO. - (2026). [10.1038/s41597-026-06860-w] 1-gen-2026 Pignari, RiccardoQuer, StefanoMacii, EnricoUrgese, GianvitoFra, Vittorio + s41597-026-06860-w_reference.pdf
A scalable and flexible solution to evaluate the effects of the integration of photovoltaic distributed generation systems within the electrical grid / Massano, Marco; Domingo, Carlos Mateo; Macii, Enrico; Patti, Edoardo; Bottaccioli, Lorenzo. - In: SUSTAINABLE ENERGY, GRIDS AND NETWORKS. - ISSN 2352-4677. - 43:(2025). [10.1016/j.segan.2025.101732] 1-gen-2025 Massano, MarcoMacii, EnricoPatti, EdoardoBottaccioli, Lorenzo + 1-s2.0-S2352467725001146-main.pdf
Advancing Electric Vehicle Battery Management: A Data-Driven Digital Twin Approach for Real-Time Monitoring and Performance Enhancement / Alamin, Khaled Sidahmed Sidahmed; Chen, Yukai; Macii, Enrico; Poncino, Massimo; Vinco, Sara. - In: IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY. - ISSN 1939-9359. - 74:9(2025), pp. 13850-13864. [10.1109/TVT.2025.3565907] 1-gen-2025 Khaled Sidahmed Sidahmed AlaminYukai ChenEnrico MaciiMassimo PoncinoSara Vinco main.pdf; Advancing_Electric_Vehicle_Battery_Management_A_Data-Driven_Digital_Twin_Approach_for_Real-Time_Monitoring_and_Performance_Enhancement.pdf
Efficient solution validation of constraint satisfaction problems on neuromorphic hardware: the case of Sudoku puzzles / Pignari, Riccardo; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito. - In: IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE. - ISSN 2691-4581. - ELETTRONICO. - 6:8(2025), pp. 2061-2072. [10.1109/TAI.2025.3536428] 1-gen-2025 Riccardo PignariVittorio FraEnrico MaciiGianvito Urgese IEEE_TAI_SNN_CSOP.pdf; Efficient_Solution_Validation_of_Constraint_Satisfaction_Problems_on_Neuromorphic_Hardware_The_Case_of_Sudoku_Puzzles.pdf
Foundation Models for Structural Health Monitoring / Benfenati, Luca; Pagliari, Daniele Jahier; Zanatta, Luca; Velez, Yhorman Alexander Bedoya; Acquaviva, Andrea; Poncino, Massimo; Macii, Enrico; Benini, Luca; Burrello, Alessio. - In: IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING. - ISSN 2377-3782. - ELETTRONICO. - 10:6(2025), pp. 1103-1115. [10.1109/tsusc.2025.3592097] 1-gen-2025 Benfenati, LucaPagliari, Daniele JahierZanatta, LucaAcquaviva, AndreaPoncino, MassimoMacii, EnricoBenini, LucaBurrello, Alessio + fomo_SHM_fullpaper_compressed.pdf; Foundation_Models_for_Structural_Health_Monitoring.pdf
Path Integral Quantum Annealing Optimizations Validated on 0-1 Multidimensional Knapsack Problem / Forno, Evelina; Pignari, Riccardo; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito. - In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. - ISSN 2168-6750. - ELETTRONICO. - 13:3(2025), pp. 1272-1284. [10.1109/TETC.2025.3583224] 1-gen-2025 Evelina FornoRiccardo PignariVittorio FraEnrico MaciiGianvito Urgese IEEE_TEVC_QA_MDKP.pdf; Path_Integral_Quantum_Annealing_Optimizations_Validated_on_0-1_Multidimensional_Knapsack_Problem.pdf
Variable-precision neuromorphic state space model for on-edge activity classification / Leto, Benedetto; Urgese, Gianvito; Macii, Enrico; Fra, Vittorio. - In: FUTURE GENERATION COMPUTER SYSTEMS. - ISSN 0167-739X. - ELETTRONICO. - 176:(2025), pp. 1-10. [10.1016/j.future.2025.108193] 1-gen-2025 Leto, BenedettoUrgese, GianvitoMacii, EnricoFra, Vittorio compressed-1-s2.0-S0167739X2500487X-main.pdf
A comparative analysis of Machine Learning Techniques for short-term grid power forecasting and uncertainty analysis of Wave Energy Converters / FONTANA CRESPO, RAFAEL NATALIO; Aliberti, Alessandro; Bottaccioli, Lorenzo; Pasta, Edoardo; Sirigu, SERGEJ ANTONELLO; Macii, Enrico; Mattiazzo, Giuliana; Patti, Edoardo. - In: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. - ISSN 0952-1976. - 138, Part A:(2024). [10.1016/j.engappai.2024.109352] 1-gen-2024 Rafael Natalio Fontana CrespoAlessandro AlibertiLorenzo BottaccioliEdoardo PastaSergej Antonello SiriguEnrico MaciiGiuliana MattiazzoEdoardo Patti 1-s2.0-S0952197624015100-main.pdf
Automatic Layer Freezing for Communication Efficiency in Cross-Device Federated Learning / Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico; Montuschi, Paolo. - In: IEEE INTERNET OF THINGS JOURNAL. - ISSN 2327-4662. - 11:4(2024), pp. 6072-6083. [10.1109/JIOT.2023.3309691] 1-gen-2024 Malan, ErichPeluso, ValentinoCalimera, AndreaMacii, EnricoMontuschi, Paolo Automatic_Layer_Freezing_for_Communication_Efficiency_in_Cross-Device_Federated_Learning.pdf; Automatic_Layer_Freezing_for_Communication_Efficiency_in_Cross-Device_Federated_Learning.pdf
Dynamic Decision Tree Ensembles for Energy-Efficient Inference on IoT Edge Nodes / Daghero, Francesco; Burrello, Alessio; Macii, Enrico; Montuschi, Paolo; Poncino, Massimo; JAHIER PAGLIARI, Daniele. - In: IEEE INTERNET OF THINGS JOURNAL. - ISSN 2327-4662. - 11:1(2024), pp. 742-757. [10.1109/JIOT.2023.3286276] 1-gen-2024 Francesco DagheroAlessio BurrelloEnrico MaciiPaolo MontuschiMassimo PoncinoDaniele Jahier Pagliari dynamic_decision_tree_ensembles_for_energy_efficient_inference_on_iot_edge_nodes_post-print.pdf; Dynamic_Decision_Tree_Ensembles_for_Energy-Efficient_Inference_on_IoT_Edge_Nodes.pdf
Enhancing Neural Architecture Search with Multiple Hardware Constraints for Deep Learning Model Deployment on Tiny IoT Devices / Burrello, Alessio; Risso, Matteo; Motetti, BEATRICE ALESSANDRA; Macii, Enrico; Benini, Luca; JAHIER PAGLIARI, Daniele. - In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. - ISSN 2168-6750. - ELETTRONICO. - 12:3(2024), pp. 780-794. [10.1109/TETC.2023.3322033] 1-gen-2024 Alessio BurrelloMatteo RissoBeatrice Alessandra MotettiEnrico MaciiLuca BeniniDaniele Jahier Pagliari Journal___Multi_Loss__arxiv_.pdf; Enhancing_Neural_Architecture_Search_with_Multiple_Hardware_Constraints_for_Deep_Learning_Model_Deployment_on_Tiny_IoT_Devices.pdf; Enhancing_Neural_Architecture_Search_With_Multiple_Hardware_Constraints_for_Deep_Learning_Model_Deployment_on_Tiny_IoT_Devices.pdf
Joint Pruning and Channel-wise Mixed-Precision Quantization for Efficient Deep Neural Networks / Motetti, Beatrice Alessandra; Risso, Matteo; Burrello, Alessio; Macii, Enrico; Poncino, Massimo; Jahier Pagliari, Daniele. - In: IEEE TRANSACTIONS ON COMPUTERS. - ISSN 0018-9340. - ELETTRONICO. - 73:11(2024), pp. 2619-2633. [10.1109/tc.2024.3449084] 1-gen-2024 Motetti, Beatrice AlessandraRisso, MatteoBurrello, AlessioMacii, EnricoPoncino, MassimoJahier Pagliari, Daniele Arxiv_Joint_Pruning_and_Channel-wise_Mixed-Precision_Quantization_for_Efficient_Deep_Neural_Networks.pdf; Joint_Pruning_and_Channel-Wise_Mixed-Precision_Quantization_for_Efficient_Deep_Neural_Networks.pdf
Web-GIS Application for Hydrogeological Risk Prevention: The Case Study of Cervo Valley / Aschieri, DAVIDE LORENZO DINO; Sobrino, Noemi; Macii, Enrico. - In: SUSTAINABILITY. - ISSN 2071-1050. - 16:22(2024), pp. 1-28. [10.3390/su16229833] 1-gen-2024 Davide Lorenzo Dino AschieriNoemi SobrinoEnrico Macii Web-GIS Application for Hydrogeological Risk Prevention_ The Case Study of Cervo Valley.pdf
A GIS Open-Data Co-Simulation Platform for Photovoltaic Integration in Residential Urban Areas / Massano, Marco; Macii, Enrico; Lanzini, Andrea; Patti, Edoardo; Bottaccioli, Lorenzo. - In: ENGINEERING. - ISSN 2095-8099. - 26:(2023), pp. 198-213. [10.1016/j.eng.2022.06.020] 1-gen-2023 Massano, MarcoMacii, EnricoLanzini, AndreaPatti, EdoardoBottaccioli, Lorenzo 1-s2.0-S2095809922006233-main.pdf
A Machine Learning Based Methodology for Load Profiles Clustering and Non-Residential Buildings Benchmarking / Eiraudo, Simone; Barbierato, Luca; Giannantonio, Roberta; Porta, Alessandro; Lanzini, Andrea; Borchiellini, Romano; Macii, Enrico; Patti, Edoardo; Bottaccioli, Lorenzo. - In: IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS. - ISSN 0093-9994. - 59:3(2023), pp. 2963-2973. [10.1109/TIA.2023.3240669] 1-gen-2023 Simone EiraudoLuca BarbieratoRoberta GiannantonioAndrea LanziniRomano BorchielliniEnrico MaciiEdoardo PattiLorenzo Bottaccioli + reference copy.pdf; A_Machine_Learning_Based_Methodology_for_Load_Profiles_Clustering_and_Non-Residential_Buildings_Benchmarking.pdf
Clustering appliance operation modes with unsupervised deep learning techniques / Castangia, Marco; Barletta, Nicola; Camarda, Christian; Quer, Stefano; Macii, Enrico; Patti, Edoardo. - In: IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS. - ISSN 1941-0050. - 19:7(2023), pp. 8196-8204. [10.1109/TII.2022.3217495] 1-gen-2023 Marco CastangiaNicola BarlettaChristian CamardaStefano QuerEnrico MaciiEdoardo Patti CNN_for_appliances_anomalous_detection__REBUTTAL_1_.pdf; Clustering_Appliance_Operation_Modes_With_Unsupervised_Deep_Learning_Techniques.pdf