Archivio Istituzionale della RicercaMACII, Enrico
MACII, Enrico
Dipartimento Interateneo di Scienze, Progetto e Politiche del Territorio
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A Machine Learning Based Methodology for Load Profiles Clustering and Non-Residential Buildings Benchmarking
In corso di stampa Eiraudo, Simone; Barbierato, Luca; Giannantonio, Roberta; Porta, Alessandro; Lanzini, Andrea; Borchiellini, Romano; Macii, Enrico; Patti, Edoardo; Bottaccioli, Lorenzo
Reducing the Energy Consumption of sEMG-Based Gesture Recognition at the Edge Using Transformers and Dynamic Inference
2023 Xie, Chen; Burrello, Alessio; Daghero, Francesco; Benini, Luca; Calimera, Andrea; Macii, Enrico; Poncino, Massimo; JAHIER PAGLIARI, Daniele
W2WNet: A two-module probabilistic Convolutional Neural Network with embedded data cleansing functionality
2023 Ponzio, Francesco; Macii, Enrico; Ficarra, Elisa; Di Cataldo, Santa
Transformer neural networks for interpretable flood forecasting
2023 Castangia, Marco; Grajales, Lina Maria Medina; Aliberti, Alessandro; Rossi, Claudio; Macii, Alberto; Macii, Enrico; Patti, Edoardo
High Resolution Explanation Maps for CNNs using Segmentation Networks
2022 Mascolini, Alessio; Ponzio, Francesco; Macii, Enrico; Ficarra, Elisa; Di Cataldo, Santa
Smart Traffic Light Control on Edge in IOT-Regulated Intersections
2022 Forno, Evelina; Fra, Vittorio; Arisoy, Mert Dogan; Zhou, Chenghan; Ferraris, Andrea Sergio; Macii, Enrico; Urgese, Gianvito
Competenze e contingenze. Per una performatività del laboratorio di progetto Competences and contingencies. Towards a performativity of design studio
2022 Bonino, Michele; Carota, Francesco; Federighi, Valeria; Forina, Camilla; Macii, Enrico
A GIS Open-Data Co-Simulation Platform for Photovoltaic Integration in Residential Urban Areas
2022 Massano, Marco; Macii, Enrico; Lanzini, Andrea; Patti, Edoardo; Bottaccioli, Lorenzo
Comparative Analysis of Neural Networks Techniques for Lithium-ion Battery SOH Estimation
2022 Aliberti, Alessandro; Boni, Filippo; Perol, Alessandro; Zampolli, Marco; Jaboeuf, Remi Jacques Philibert; Tosco, Paolo; Macii, Enrico; Patti, Edoardo
Improving PPG-based Heart-Rate Monitoring with Synthetically Generated Data
2022 Burrello, A.; Jahier Pagliari, D.; Bianco, M.; Macii, E.; Benini, L.; Poncino, M.; Benatti, S.
A cost-benefit analysis of batteries for Internet-of-Things applications
2022 Bocca, Alberto; Chen, Yukai; Macii, Alberto; Macii, Enrico; Poncino, Massimo
Adapting the Peukert equation to batteries discharged at pulse currents
2022 Bocca, Alberto; Chen, Yukai; Macii, Alberto; Macii, Enrico; Poncino, Massimo
Assessing the dependence of li-Ion batteries capacity on load current frequency
2022 Chen, Yukai; Wang, Wenlong; JAHIER PAGLIARI, Daniele; Macii, Enrico; Poncino, Massimo
A nonlinear two-parameter model for the spatial analysis of solar irradiation
2022 Bocca, Alberto; Macii, Alberto; Macii, Enrico
Human Activity Recognition on Microcontrollers with Quantized and Adaptive Deep Neural Networks
2022 Daghero, Francesco; Burrello, Alessio; Xie, Chen; Castellano, Marco; Gandolfi, Luca; Calimera, Andrea; Macii, Enrico; Poncino, Massimo; Jahier Pagliari, Daniele
Human activity recognition: suitability of a neuromorphic approach for on-edge AIoT applications
2022 Fra, Vittorio; Forno, Evelina; Pignari, Riccardo; Stewart, Terrence; Macii, Enrico; Urgese, Gianvito
Stability and Accuracy Analysis of a Distributed Digital Real-Time Co-simulation Infrastructure
2022 Barbierato, Luca; Pons, Enrico; Mazza, Andrea; Bompard, Ettore; Subramaniam Rajkumar, Vetrivel; Palensky, Peter; Macii, Enrico; Bottaccioli, Lorenzo; Patti, Edoardo
C-NMT: A Collaborative Inference Framework for Neural Machine Translation
2022 Chen, Y.; Chiaro, R.; Macii, E.; Poncino, M.; Jahier Pagliari, D.
Privacy-preserving Social Distance Monitoring on Microcontrollers with Low-Resolution Infrared Sensors and CNNs
2022 Xie, Chen; Daghero, Francesco; Chen, Yukai; Castellano, Marco; Gandolfi, Luca; Calimera, Andrea; Macii, Enrico; Poncino, Massimo; JAHIER PAGLIARI, Daniele
Anomaly detection on household appliances based on variational autoencoders
2022 Castangia, Marco; Sappa, Riccardo; Girmay, Awet Abraha; Camarda, Christian; Macii, Enrico; Patti, Edoardo
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| 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. - (In corso di stampa), pp. 1-11. [10.1109/TIA.2023.3240669] | In corso di stampa | Simone EiraudoLuca BarbieratoRoberta GiannantonioAndrea LanziniRomano BorchielliniEnrico MaciiEdoardo PattiLorenzo Bottaccioli + | reference copy.pdf |
| Reducing the Energy Consumption of sEMG-Based Gesture Recognition at the Edge Using Transformers and Dynamic Inference / Xie, Chen; Burrello, Alessio; Daghero, Francesco; Benini, Luca; Calimera, Andrea; Macii, Enrico; Poncino, Massimo; JAHIER PAGLIARI, Daniele. - In: SENSORS. - ISSN 1424-8220. - 23:4(2023), p. 2065. [10.3390/s23042065] | 1-gen-2023 | CHEN XIEAlessio BurrelloFrancesco DagheroLUCA BENINIANDREA CALIMERAEnrico MACIIMassimo PoncinoDANIELE PAGLIARI | Reducing the Energy Consumption of sEMG-Based-Gesture-Recognition-at-the Edge-Using-Transformers-and-Dynamic-Inference.pdf |
| W2WNet: A two-module probabilistic Convolutional Neural Network with embedded data cleansing functionality / Ponzio, Francesco; Macii, Enrico; Ficarra, Elisa; Di Cataldo, Santa. - In: EXPERT SYSTEMS WITH APPLICATIONS. - ISSN 0957-4174. - 214:(2023), p. 119121. [10.1016/j.eswa.2022.119121] | 1-gen-2023 | Ponzio, FrancescoMacii, EnricoFicarra, ElisaDi Cataldo, Santa | 1-s2.0-S095741742202139X-main.pdf; W2WNet__a_two_module_probabilistic_Convolutional_Neural_Network_with_embedded_data_cleansing_functionality.pdf |
| Transformer neural networks for interpretable flood forecasting / Castangia, Marco; Grajales, Lina Maria Medina; Aliberti, Alessandro; Rossi, Claudio; Macii, Alberto; Macii, Enrico; Patti, Edoardo. - In: ENVIRONMENTAL MODELLING & SOFTWARE. - ISSN 1364-8152. - 160:(2023). [10.1016/j.envsoft.2022.105581] | 1-gen-2023 | Castangia, MarcoGrajales, Lina Maria MedinaAliberti, AlessandroMacii, AlbertoMacii, EnricoPatti, Edoardo + | flood_forecasting_final.pdf; 1-s2.0-S136481522200281X-main.pdf |
| High Resolution Explanation Maps for CNNs using Segmentation Networks / Mascolini, Alessio; Ponzio, Francesco; Macii, Enrico; Ficarra, Elisa; Di Cataldo, Santa. - (2022), pp. 1-3. ((Intervento presentato al convegno 2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) tenutosi a Rome (Italy) nel 12-16 September 2022 [10.1109/VL/HCC53370.2022.9833004]. | 1-gen-2022 | Mascolini, AlessioPonzio, FrancescoMacii, EnricoDi Cataldo, Santa + | VLHCC_2022_Camera_Ready (3).pdf; High_Resolution_Explanation_Maps_for_CNNs_using_Segmentation_Networks.pdf |
| Smart Traffic Light Control on Edge in IOT-Regulated Intersections / Forno, Evelina; Fra, Vittorio; Arisoy, Mert Dogan; Zhou, Chenghan; Ferraris, Andrea Sergio; Macii, Enrico; Urgese, Gianvito. - ELETTRONICO. - (2022), pp. 23-28. ((Intervento presentato al convegno IASTEM 1334th International Conference on Recent Advances in Engineering and Technology tenutosi a Los Angeles (USA) nel 18th - 19th July 2022. | 1-gen-2022 | Forno, EvelinaFra, VittorioMacii, EnricoUrgese, Gianvito + | 5085-166236301623-28.pdf |
| Competenze e contingenze. Per una performatività del laboratorio di progetto Competences and contingencies. Towards a performativity of design studio / Bonino, Michele; Carota, Francesco; Federighi, Valeria; Forina, Camilla; Macii, Enrico. - In: ATTI E RASSEGNA TECNICA. - ISSN 0004-7287. - ELETTRONICO. - LXXVI:1-2-3(2022), pp. 172-180. | 1-gen-2022 | Bonino, MicheleCarota, FrancescoFederighi, ValeriaForina, CamillaMacii, Enrico | A_RT_LXXVI-bonino-carota-federighi-forina-macii.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. - (2022). [10.1016/j.eng.2022.06.020] | 1-gen-2022 | Massano, MarcoMacii, EnricoLanzini, AndreaPatti, EdoardoBottaccioli, Lorenzo | A GIS Open-Data Co-Simulation Platform for Photovoltaic Integration in Residential Urban Areas.pdf |
| Comparative Analysis of Neural Networks Techniques for Lithium-ion Battery SOH Estimation / Aliberti, Alessandro; Boni, Filippo; Perol, Alessandro; Zampolli, Marco; Jaboeuf, Remi Jacques Philibert; Tosco, Paolo; Macii, Enrico; Patti, Edoardo. - (2022), pp. 1355-1361. ((Intervento presentato al convegno 46th IEEE Annual Computers, Software, and Applications Conference (COMPSAC 2022) tenutosi a Virtual Conference (due to Covid-19) nel 27 June 2022 - 01 July 2022 [10.1109/COMPSAC54236.2022.00214]. | 1-gen-2022 | Aliberti, AlessandroMacii, EnricoPatti, Edoardo + | 2022___Compsac2022___Boni.pdf; Comparative_Analysis_of_Neural_Networks_Techniques_for_Lithium-ion_Battery_SOH_Estimation.pdf |
| Improving PPG-based Heart-Rate Monitoring with Synthetically Generated Data / Burrello, A.; Jahier Pagliari, D.; Bianco, M.; Macii, E.; Benini, L.; Poncino, M.; Benatti, S.. - ELETTRONICO. - (2022), pp. 153-157. ((Intervento presentato al convegno 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS) tenutosi a Taipei, Taiwan nel 13-15 October 2022 [10.1109/BioCAS54905.2022.9948584]. | 1-gen-2022 | Burrello A.Jahier Pagliari D.MacIi E.Poncino M. + | BioCAS22___AugmentPPG.pdf; Improving_PPG-based_Heart-Rate_Monitoring_with_Synthetically_Generated_Data.pdf |
| A cost-benefit analysis of batteries for Internet-of-Things applications / Bocca, Alberto; Chen, Yukai; Macii, Alberto; Macii, Enrico; Poncino, Massimo. - ELETTRONICO. - (2022), pp. 1-6. ((Intervento presentato al convegno AEIT 2022 International Annual Conference tenutosi a Roma nel 3-5 October 2022 [10.23919/AEIT56783.2022.9951716]. | 1-gen-2022 | Bocca,AlbertoChen,YukaiMacii,AlbertoMacii,EnricoPoncino,Massimo | bocca_A_Cost-Benefit_Analysis_of_Batteries_for_Internet-of-Things_Applications.pdf |
| Adapting the Peukert equation to batteries discharged at pulse currents / Bocca, Alberto; Chen, Yukai; Macii, Alberto; Macii, Enrico; Poncino, Massimo. - ELETTRONICO. - (2022), pp. 64-69. ((Intervento presentato al convegno 2022 International Symposium on Power Electronics, Electrical Drives, Automation and Motion (SPEEDAM) tenutosi a Sorrento, Italy nel 22-24 June 2022 [10.1109/SPEEDAM53979.2022.9841956]. | 1-gen-2022 | Bocca, AlbertoChen YukaiMacii AlbertoMacii, EnricoPoncino, Massimo | Adapting_the_Peukert_Equation_to_Batteries_Discharged_at_Pulse_Currents.pdf |
| Assessing the dependence of li-Ion batteries capacity on load current frequency / Chen, Yukai; Wang, Wenlong; JAHIER PAGLIARI, Daniele; Macii, Enrico; Poncino, Massimo. - ELETTRONICO. - (2022), pp. 58-63. ((Intervento presentato al convegno 2022 International Symposium on Power Electronics, Electrical Drives, Automation and Motion (SPEEDAM) tenutosi a Sorrento, Italy nel 22-24 June 2022 [10.1109/SPEEDAM53979.2022.9842122]. | 1-gen-2022 | Yukai ChenWenlong WangDaniele Jahier PagliariEnrico MaciiMassimo Poncino | Battery_capacity_frequence_dependence_with_SOH_data.pdf; Assessing_the_Dependence_of_Li-Ion_Batteries_Capacity_on_Load_Current_Frequency.pdf |
| A nonlinear two-parameter model for the spatial analysis of solar irradiation / Bocca, Alberto; Macii, Alberto; Macii, Enrico. - ELETTRONICO. - (2022), pp. 1362-1367. ((Intervento presentato al convegno 2022 IEEE 46th Annual Computers, Software, and Applications Conference (COMPSAC) tenutosi a Virtual event nel June 27 - July 1, 2022 [10.1109/COMPSAC54236.2022.00215]. | 1-gen-2022 | Bocca, AlbertoMacii, AlbertoMacii, Enrico | A_Nonlinear_Two-Parameter_Model_for_the_Spatial_Analysis_of_Solar_Irradiation.pdf |
| Human Activity Recognition on Microcontrollers with Quantized and Adaptive Deep Neural Networks / Daghero, Francesco; Burrello, Alessio; Xie, Chen; Castellano, Marco; Gandolfi, Luca; Calimera, Andrea; Macii, Enrico; Poncino, Massimo; Jahier Pagliari, Daniele. - In: ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS. - ISSN 1539-9087. - ELETTRONICO. - 21:4(2022), pp. 1-28. [10.1145/3542819] | 1-gen-2022 | Daghero, FrancescoBurrello, AlessioXie, ChenCalimera, AndreaMacii, EnricoPoncino, MassimoJahier Pagliari, Daniele + | Human-Activity-Recognition-on-Microcontrollers-with-Quantized-and-Adaptive-Deep-Neural-Networks-POSTPRINT.pdf; Human-Activity-Recognition-on-Microcontrollers-with-Quantized-and-Adaptive-Deep-Neural-Networks.pdf |
| Human activity recognition: suitability of a neuromorphic approach for on-edge AIoT applications / Fra, Vittorio; Forno, Evelina; Pignari, Riccardo; Stewart, Terrence; Macii, Enrico; Urgese, Gianvito. - In: NEUROMORPHIC COMPUTING AND ENGINEERING. - ISSN 2634-4386. - ELETTRONICO. - 2:(2022), pp. 1-14. [10.1088/2634-4386/ac4c38] | 1-gen-2022 | Fra, VittorioForno, EvelinaPignari, RiccardoMacii, EnricoUrgese, Gianvito + | Neuromorphic_HAR_Polito.pdf; Fra_2022_Neuromorph._Comput._Eng._2_014006.pdf |
| Stability and Accuracy Analysis of a Distributed Digital Real-Time Co-simulation Infrastructure / Barbierato, Luca; Pons, Enrico; Mazza, Andrea; Bompard, Ettore; Subramaniam Rajkumar, Vetrivel; Palensky, Peter; Macii, Enrico; Bottaccioli, Lorenzo; Patti, Edoardo. - In: IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS. - ISSN 0093-9994. - STAMPA. - 58:3(2022), pp. 3193-3204. [10.1109/TIA.2022.3155459] | 1-gen-2022 | Barbierato, LucaPons, EnricoMazza, AndreaBompard, EttoreMacii, EnricoBottaccioli, LorenzoPatti, Edoardo + | TIA_2021___Stability_and_Accuracy.pdf; Stability_and_Accuracy_Analysis_of_a_Distributed_Digital_Real-Time_Cosimulation_Infrastructure.pdf |
| C-NMT: A Collaborative Inference Framework for Neural Machine Translation / Chen, Y.; Chiaro, R.; Macii, E.; Poncino, M.; Jahier Pagliari, D.. - ELETTRONICO. - (2022), pp. 1512-1516. ((Intervento presentato al convegno 2022 IEEE International Symposium on Circuits and Systems, ISCAS 2022 tenutosi a Austin (USA) nel 27 May 2022 - 01 June 2022 [10.1109/ISCAS48785.2022.9937603]. | 1-gen-2022 | Chen Y.Chiaro R.MacIi E.Poncino M.Jahier Pagliari D. | CRIME_NMT_New.pdf; Chen_et_al_2022_C-NMT.pdf |
| Privacy-preserving Social Distance Monitoring on Microcontrollers with Low-Resolution Infrared Sensors and CNNs / Xie, Chen; Daghero, Francesco; Chen, Yukai; Castellano, Marco; Gandolfi, Luca; Calimera, Andrea; Macii, Enrico; Poncino, Massimo; JAHIER PAGLIARI, Daniele. - (2022), pp. 1332-1336. ((Intervento presentato al convegno 2022 IEEE International Symposium on Circuits and Systems (ISCAS) tenutosi a Austin, TX (USA) nel 27 May 2022 - 01 June 2022 [10.1109/ISCAS48785.2022.9937837.]. | 1-gen-2022 | Chen XieFrancesco DagheroYukai ChenAndrea CalimeraEnrico MaciiMassimo PoncinoDaniele Jahier Pagliari + | Privacy-preserving_Social_Distance_Monitoring_arxiv.pdf; Privacy-preserving_Social_Distance_Monitoring_on_Microcontrollers_with_Low-Resolution_Infrared_Sensors_and_CNNs.pdf |
| Anomaly detection on household appliances based on variational autoencoders / Castangia, Marco; Sappa, Riccardo; Girmay, Awet Abraha; Camarda, Christian; Macii, Enrico; Patti, Edoardo. - In: SUSTAINABLE ENERGY, GRIDS AND NETWORKS. - ISSN 2352-4677. - ELETTRONICO. - 32:(2022). [10.1016/j.segan.2022.100823] | 1-gen-2022 | Castangia, MarcoSappa, RiccardoGirmay, Awet AbrahaCamarda, ChristianMacii, EnricoPatti, Edoardo | anomaly_detection.pdf; 1-s2.0-S2352467722001151-main.pdf |