Archivio Istituzionale della RicercaJAHIER PAGLIARI, DANIELE
JAHIER PAGLIARI, DANIELE
Dipartimento di Automatica e Informatica
035148
Dynamic Decision Tree Ensembles for Energy-Efficient Inference on IoT Edge Nodes
2024 Daghero, Francesco; Burrello, Alessio; Macii, Enrico; Montuschi, Paolo; Poncino, Massimo; JAHIER PAGLIARI, Daniele
Enhancing Neural Architecture Search with Multiple Hardware Constraints for Deep Learning Model Deployment on Tiny IoT Devices
2024 Burrello, Alessio; Risso, Matteo; Motetti, BEATRICE ALESSANDRA; Macii, Enrico; Benini, Luca; JAHIER PAGLIARI, Daniele
Information extraction from medical case reports using OpenAI InstructGPT
2024 Sciannameo, Veronica; JAHIER PAGLIARI, Daniele; Urru, Sara; Grimaldi, Piercesare; Ocagli, Honoria; Ahsani-Nasab, Sara; Irene Comoretto, Rosanna; Gregori, Dario; Berchialla, Paola
Joint Pruning and Channel-wise Mixed-Precision Quantization for Efficient Deep Neural Networks
2024 Motetti, Beatrice Alessandra; Risso, Matteo; Burrello, Alessio; Macii, Enrico; Poncino, Massimo; Jahier Pagliari, Daniele
Efficient Deep Learning Models for Privacy-preserving People Counting on Low-resolution Infrared Arrays
2023 Xie, Chen; Daghero, Francesco; Chen, Yukai; Castellano, Marco; Gandolfi, Luca; Calimera, Andrea; Macii, Enrico; Poncino, Massimo; Pagliari, Daniele Jahier
Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge
2023 Risso, Matteo; Burrello, Alessio; Conti, Francesco; Lamberti, Lorenzo; Chen, Yukai; Benini, Luca; Macii, Enrico; Poncino, Massimo; JAHIER PAGLIARI, Daniele
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
A deep learning approach for Spatio-Temporal forecasting of new cases and new hospital admissions of COVID-19 spread in Reggio Emilia, Northern Italy
2022 Sciannameo, V.; Goffi, A.; Maffeis, G.; Gianfreda, R.; Jahier Pagliari, D.; Filippini, T.; Mancuso, P.; Giorgi-Rossi, P.; Alberto Dal Zovo, L.; Corbari, A.; Vinceti, M.; Berchialla, P.
Embedding Temporal Convolutional Networks for Energy-efficient PPG-based Heart Rate Monitoring
2022 Burrello, Alessio; JAHIER PAGLIARI, Daniele; Maria Rapa, Pierangelo; Semilia, Matilde; Risso, Matteo; Polonelli, Tommaso; Poncino, Massimo; Benini, Luca; Benatti, Simone
Guest Editorial: Thematic Section on Applications of Emerging Computing Technologies in Smart Manufacturing and Industry 4.0
2022 Jahier Pagliari, D.; Schirrmeister, F.; Bagherzadeh, N.; Macii, E.
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
Prediction of All-Cause Mortality Following Percutaneous Coronary Intervention in Bifurcation Lesions Using Machine Learning Algorithms
2022 Burrello, J.; Gallone, G.; Burrello, A.; Jahier Pagliari, D.; Ploumen, E. H.; Iannaccone, M.; De Luca, L.; Zocca, P.; Patti, G.; Cerrato, E.; Wojakowski, W.; Venuti, G.; De Filippo, O.; Mattesini, A.; Ryan, N.; Helft, G.; Muscoli, S.; Kan, J.; Sheiban, I.; Parma, R.; Trabattoni, D.; Giammaria, M.; Truffa, A.; Piroli, F.; Imori, Y.; Cortese, B.; Omede, P.; Conrotto, F.; Chen, S. -L.; Escaned, J.; Buiten, R. A.; Von Birgelen, C.; Mulatero, P.; De Ferrari, G. M.; Monticone, S.; D'Ascenzo, F.
Traffic Load Estimation from Structural Health Monitoring sensors using supervised learning
2022 Burrello, A.; Zara, G.; Benini, L.; Brunelli, D.; Macii, E.; Poncino, M.; Jahier Pagliari, D.
A Microservices-based Framework for Smart Design and Optimization of PV Installations
2021 Vinco, Sara; Jahier Pagliari, Daniele; Bottaccioli, Lorenzo; Patti, Edoardo; Macii, Enrico; Poncino, Massimo
Assessing the impact of sensor-based task scheduling on battery lifetime in IoT devices
2021 Chen, Yukai; Wang, Wenlong; Jahier Pagliari, Daniele; Macii, Enrico; Poncino, Massimo
CRIME: Input-Dependent Collaborative Inference for Recurrent Neural Networks
2021 Jahier Pagliari, Daniele; Chiaro, Roberta; Macii, Enrico; Poncino, Massimo
Low-Overhead Adaptive Brightness Scaling for Energy Reduction in OLED Displays
2021 Jahier Pagliari, Daniele; Di Cataldo, Santa; Patti, Edoardo; Macii, Alberto; Macii, Enrico; Poncino, Massimo
Manufacturing as a Data-Driven Practice: Methodologies, Technologies, and Tools
2021 Cerquitelli, Tania; JAHIER PAGLIARI, Daniele; Calimera, Andrea; Bottaccioli, Lorenzo; Patti, Edoardo; Acquaviva, Andrea; Poncino, Massimo
Q-PPG: Energy-Efficient PPG-Based Heart Rate Monitoring on Wearable Devices
2021 Burrello, A.; JAHIER PAGLIARI, Daniele; Risso, M.; Benatti, S.; Macii, E.; Benini, L.; Poncino, M.
A Comparison Analysis of BLE-Based Algorithms for Localization in Industrial Environments
2020 Cannizzaro, Davide; Zafiri, Marina; Jahier Pagliari, Daniele; Patti, Edoardo; Macii, Enrico; Poncino, Massimo; Acquaviva, Andrea
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| 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 |
| Information extraction from medical case reports using OpenAI InstructGPT / Sciannameo, Veronica; JAHIER PAGLIARI, Daniele; Urru, Sara; Grimaldi, Piercesare; Ocagli, Honoria; Ahsani-Nasab, Sara; Irene Comoretto, Rosanna; Gregori, Dario; Berchialla, Paola. - In: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. - ISSN 1872-7565. - ELETTRONICO. - 255:(2024). [10.1016/j.cmpb.2024.108326] | 1-gen-2024 | Daniele Jahier Pagliari + | 1-s2.0-S0169260724003195-main.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 |
| Efficient Deep Learning Models for Privacy-preserving People Counting on Low-resolution Infrared Arrays / Xie, Chen; Daghero, Francesco; Chen, Yukai; Castellano, Marco; Gandolfi, Luca; Calimera, Andrea; Macii, Enrico; Poncino, Massimo; Pagliari, Daniele Jahier. - In: IEEE INTERNET OF THINGS JOURNAL. - ISSN 2327-4662. - 10:15(2023), pp. 13895-13907. [10.1109/JIOT.2023.3263290] | 1-gen-2023 | Xie, ChenDaghero, FrancescoChen, YukaiCalimera, AndreaMacii, EnricoPoncino, MassimoPagliari, Daniele Jahier + | Efficient_Deep_Learning_Models_for_Privacy-preserving_People_Counting_on_Low-resolution_Infrared_Arrays.pdf; Efficient_Deep_Learning_Models_for_Privacy-Preserving_People_Counting_on_Low-Resolution_Infrared_Arrays.pdf |
| Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge / Risso, Matteo; Burrello, Alessio; Conti, Francesco; Lamberti, Lorenzo; Chen, Yukai; Benini, Luca; Macii, Enrico; Poncino, Massimo; JAHIER PAGLIARI, Daniele. - In: IEEE TRANSACTIONS ON COMPUTERS. - ISSN 0018-9340. - ELETTRONICO. - 72:3(2023), pp. 744-758. [10.1109/TC.2022.3177955] | 1-gen-2023 | Matteo RissoAlessio BurrelloYukai ChenLuca BeniniEnrico MaciiMassimo PoncinoDaniele Jahier Pagliari + | pit_journal.pdf; Lightweight_Neural_Architecture_Search_for_Temporal_Convolutional_Networks_at_the_Edge.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), pp. 1-21. [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 |
| A deep learning approach for Spatio-Temporal forecasting of new cases and new hospital admissions of COVID-19 spread in Reggio Emilia, Northern Italy / Sciannameo, V.; Goffi, A.; Maffeis, G.; Gianfreda, R.; Jahier Pagliari, D.; Filippini, T.; Mancuso, P.; Giorgi-Rossi, P.; Alberto Dal Zovo, L.; Corbari, A.; Vinceti, M.; Berchialla, P.. - In: JOURNAL OF BIOMEDICAL INFORMATICS. - ISSN 1532-0464. - ELETTRONICO. - 132:(2022), p. 104132. [10.1016/j.jbi.2022.104132] | 1-gen-2022 | Jahier Pagliari D. + | Sciannameo_et_al_2022_A_deep_learning_approach_for_Spatio-Temporal_forecasting_of_new_cases_and_new2.pdf |
| Embedding Temporal Convolutional Networks for Energy-efficient PPG-based Heart Rate Monitoring / Burrello, Alessio; JAHIER PAGLIARI, Daniele; Maria Rapa, Pierangelo; Semilia, Matilde; Risso, Matteo; Polonelli, Tommaso; Poncino, Massimo; Benini, Luca; Benatti, Simone. - In: ACM TRANSACTIONS ON COMPUTING FOR HEALTHCARE. - ISSN 2691-1957. - 3:2(2022), pp. 1-25. [10.1145/3487910] | 1-gen-2022 | Alessio BurrelloDaniele Jahier PagliariMatteo RissoMassimo PoncinoLuca Benini + | actppg_journal.pdf; actppg_open.pdf |
| Guest Editorial: Thematic Section on Applications of Emerging Computing Technologies in Smart Manufacturing and Industry 4.0 / Jahier Pagliari, D.; Schirrmeister, F.; Bagherzadeh, N.; Macii, E.. - In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. - ISSN 2168-6750. - ELETTRONICO. - 10:1(2022), pp. 6-8. [10.1109/TETC.2022.3146784] | 1-gen-2022 | Jahier Pagliari D.Macii E. + | tetc_editorial.pdf; Pagliari_et_al_2022_Guest_Editorial.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 |
| Prediction of All-Cause Mortality Following Percutaneous Coronary Intervention in Bifurcation Lesions Using Machine Learning Algorithms / Burrello, J.; Gallone, G.; Burrello, A.; Jahier Pagliari, D.; Ploumen, E. H.; Iannaccone, M.; De Luca, L.; Zocca, P.; Patti, G.; Cerrato, E.; Wojakowski, W.; Venuti, G.; De Filippo, O.; Mattesini, A.; Ryan, N.; Helft, G.; Muscoli, S.; Kan, J.; Sheiban, I.; Parma, R.; Trabattoni, D.; Giammaria, M.; Truffa, A.; Piroli, F.; Imori, Y.; Cortese, B.; Omede, P.; Conrotto, F.; Chen, S. -L.; Escaned, J.; Buiten, R. A.; Von Birgelen, C.; Mulatero, P.; De Ferrari, G. M.; Monticone, S.; D'Ascenzo, F.. - In: JOURNAL OF PERSONALIZED MEDICINE. - ISSN 2075-4426. - ELETTRONICO. - 12:6(2022), p. 990. [10.3390/jpm12060990] | 1-gen-2022 | Burrello A.Jahier Pagliari D. + | Burrello_et_al_2022_Prediction_of_All-Cause_Mortality_Following_Percutaneous_Coronary_Intervention.pdf |
| Traffic Load Estimation from Structural Health Monitoring sensors using supervised learning / Burrello, A.; Zara, G.; Benini, L.; Brunelli, D.; Macii, E.; Poncino, M.; Jahier Pagliari, D.. - In: SUSTAINABLE COMPUTING. - ISSN 2210-5379. - ELETTRONICO. - 35:(2022), p. 100704. [10.1016/j.suscom.2022.100704] | 1-gen-2022 | Burrello A.Macii E.Poncino M.Jahier Pagliari D. + | Burrello_et_al_2022_Traffic_Load_Estimation_from_Structural_Health_Monitoring_sensors_using2.pdf; SUSCOM2022_VehicleDetection.pdf |
| A Microservices-based Framework for Smart Design and Optimization of PV Installations / Vinco, Sara; Jahier Pagliari, Daniele; Bottaccioli, Lorenzo; Patti, Edoardo; Macii, Enrico; Poncino, Massimo. - In: IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING. - ISSN 2377-3782. - 6:4(2021), pp. 531-543. [10.1109/TSUSC.2020.3010673] | 1-gen-2021 | Vinco, SaraJahier Pagliari, DanieleBottaccioli, LorenzoPatti, EdoardoMacii, EnricoPoncino, Massimo | PV_floorplanning_TII.pdf; A_Microservices-Based_Framework_for_Smart_Design_and_Optimization_of_PV_Installations.pdf |
| Assessing the impact of sensor-based task scheduling on battery lifetime in IoT devices / Chen, Yukai; Wang, Wenlong; Jahier Pagliari, Daniele; Macii, Enrico; Poncino, Massimo. - In: IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT. - ISSN 0018-9456. - ELETTRONICO. - 70:(2021), pp. 1-15. [10.1109/TIM.2021.3088498] | 1-gen-2021 | Chen, YukaiWang, WenlongJahier Pagliari, DanieleMacii, EnricoPoncino, Massimo | Assessing_the_Impact_of_Sensor-Based_Task_Scheduling_on_Battery_Lifetime_in_IoT_Devices.pdf; main-1.pdf |
| CRIME: Input-Dependent Collaborative Inference for Recurrent Neural Networks / Jahier Pagliari, Daniele; Chiaro, Roberta; Macii, Enrico; Poncino, Massimo. - In: IEEE TRANSACTIONS ON COMPUTERS. - ISSN 0018-9340. - ELETTRONICO. - 70:10(2021), pp. 1626-1639. [10.1109/TC.2020.3021199] | 1-gen-2021 | Jahier Pagliari, DanieleChiaro, RobertaMacii, EnricoPoncino, Massimo | Edge_cloud_mapping.pdf; Jahier Pagliari et al. - 2020 - CRIME Input-Dependent Collaborative Inference for Recurrent Neural Networks(2).pdf |
| Low-Overhead Adaptive Brightness Scaling for Energy Reduction in OLED Displays / Jahier Pagliari, Daniele; Di Cataldo, Santa; Patti, Edoardo; Macii, Alberto; Macii, Enrico; Poncino, Massimo. - In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. - ISSN 2168-6750. - 9:3(2021), pp. 1625-1636. [10.1109/TETC.2019.2908257] | 1-gen-2021 | Jahier Pagliari, DanieleDi Cataldo, SantaPatti, EdoardoMacii, AlbertoMacii, EnricoPoncino, Massimo | TETC_Journal_OLED.pdf; Low-Overhead_Adaptive_Brightness_Scaling_for_Energy_Reduction_in_OLED_Displays.pdf |
| Manufacturing as a Data-Driven Practice: Methodologies, Technologies, and Tools / Cerquitelli, Tania; JAHIER PAGLIARI, Daniele; Calimera, Andrea; Bottaccioli, Lorenzo; Patti, Edoardo; Acquaviva, Andrea; Poncino, Massimo. - In: PROCEEDINGS OF THE IEEE. - ISSN 0018-9219. - 109:4(2021), pp. 399-422. [10.1109/JPROC.2021.3056006] | 1-gen-2021 | Tania CerquitelliDaniele Jahier PagliariAndrea CalimeraLorenzo BottaccioliEdoardo PattiAndrea AcquavivaMassimo Poncino | IEEE_Proceedings.pdf; 09353852.pdf |
| Q-PPG: Energy-Efficient PPG-Based Heart Rate Monitoring on Wearable Devices / Burrello, A.; JAHIER PAGLIARI, Daniele; Risso, M.; Benatti, S.; Macii, E.; Benini, L.; Poncino, M.. - In: IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS. - ISSN 1932-4545. - ELETTRONICO. - 15:6(2021), pp. 1196-1209. [10.1109/TBCAS.2021.3122017] | 1-gen-2021 | Burrello A.Pagliari Jahier DanieleRisso M.MacIi E.Benini L.Poncino M. + | Q-PPG_Energy-Efficient_PPG-Based_Heart_Rate_Monitoring_on_Wearable_Devices.pdf |
| A Comparison Analysis of BLE-Based Algorithms for Localization in Industrial Environments / Cannizzaro, Davide; Zafiri, Marina; Jahier Pagliari, Daniele; Patti, Edoardo; Macii, Enrico; Poncino, Massimo; Acquaviva, Andrea. - In: ELECTRONICS. - ISSN 2079-9292. - 9:1(2020), p. 44. [10.3390/electronics9010044] | 1-gen-2020 | CANNIZZARO, DAVIDEJahier Pagliari, DanielePatti, EdoardoMacii, EnricoPoncino, MassimoAcquaviva, Andrea + | electronics-09-00044.pdf |