Tabanelli E.; Brunelli D.; Acquaviva A.; Benini L., Trimming Feature Extraction and Inference for MCU-based Edge NILM: a Systematic Approach, «IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS», 2022, 18, Article number: 9426443, pp. 943 - 952 [articolo]Open Access
Patti, Edoardo; Brundu, Francesco G.; Bellagarda, Andrea; Bottaccioli, Lorenzo; Rapetti, Niccolò; Verda, Vittorio; Guelpa, Elisa; Rietto, Laura; Macii, Enrico; Acquaviva, Andrea; Krylovskiy, Alexandr; Jahn, Marco, Combining BIM, GIS, and IoT to Foster Energy Management and Simulation in Smart Cities, in: Handbook of Research on Developing Smart Cities Based on Digital Twins, Hershey, Pennsylvania, IGI global, 2021, pp. 425 - 447 (ADVANCES IN CIVIL AND INDUSTRIAL ENGINEERING BOOK SERIES) [capitolo di libro]
Aliberti A.; Fucini D.; Bottaccioli L.; Macii E.; Acquaviva A.; Patti E., Comparative analysis of neural networks techniques to forecast Global Horizontal Irradiance, «IEEE ACCESS», 2021, 9, Article number: 9528372, pp. 122829 - 122846 [articolo]Open Access
Zanatta L.; Barchi F.; Burrello A.; Bartolini A.; Brunelli D.; Acquaviva A., Damage detection in structural health monitoring with spiking neural networks, in: 2021 IEEE International Workshop on Metrology for Industry 4.0 and IoT, MetroInd 4.0 and IoT 2021 - Proceedings, New York, Institute of Electrical and Electronics Engineers Inc., 2021, pp. 105 - 110 (atti di: 2021 IEEE International Workshop on Metrology for Industry 4.0 and IoT, MetroInd 4.0 and IoT 2021, Virtual Conference, 2021) [Contributo in Atti di convegno]
Barchi F.; Parisi E.; Urgese G.; Ficarra E.; Acquaviva A., Exploration of Convolutional Neural Network models for source code classification, «ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE», 2021, 97, Article number: 104075, pp. 104075 - 104085 [articolo]
Emanuele Parisi, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva, Making the Most of Scarce Input Data in Deep Learning-based Source Code Classification for Heterogeneous Device Mapping, «IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS», 2021, 41, Article number: 9544064, pp. 1 - 12 [articolo]Open Access
Cerquitelli T.; Pagliari D.J.; Calimera A.; Bottaccioli L.; Patti E.; Acquaviva A.; Poncino M., Manufacturing as a Data-Driven Practice: Methodologies, Technologies, and Tools, «PROCEEDINGS OF THE IEEE», 2021, 109, pp. 399 - 422 [articolo]
Seyedkazemi Ardebili M.; Zanghieri M.; Burrello A.; Beneventi F.; Acquaviva A.; Benini L.; Bartolini A., Prediction of Thermal Hazards in a Real Datacenter Room Using Temporal Convolutional Networks, in: Proceedings -Design, Automation and Test in Europe, DATE, Institute of Electrical and Electronics Engineers Inc., «PROCEEDINGS - DESIGN, AUTOMATION, AND TEST IN EUROPE CONFERENCE AND EXHIBITION», 2021, 2021-, pp. 1256 - 1259 (atti di: 2021 Design, Automation and Test in Europe Conference and Exhibition, DATE 2021, Europe - Virtual, 2021) [Contributo in Atti di convegno]
Parisi E.; Barchi F.; Bartolini A.; Tagliavini G.; Acquaviva A., Source Code Classification for Energy Efficiency in Parallel Ultra Low-Power Microcontrollers, in: 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), Los Alamitos, Institute of Electrical and Electronics Engineers Inc., «PROCEEDINGS - DESIGN, AUTOMATION, AND TEST IN EUROPE CONFERENCE AND EXHIBITION», 2021, pp. 878 - 883 (atti di: 2021 Design, Automation and Test in Europe Conference and Exhibition, DATE 2021, Grenoble, FR, 2021) [Contributo in Atti di convegno]Open Access
Barchi F.; Zanatta L.; Parisi E.; Burrello A.; Brunelli D.; Bartolini A.; Acquaviva A., Spiking neural network-based near-sensor computing for damage detection in structural health monitoring, «FUTURE INTERNET», 2021, 13, Article number: 219, pp. 1 - 22 [articolo]Open Access
Asres M.W.; Mengistu M.A.; Castrogiovanni P.; Bottaccioli L.; Macii E.; Patti E.; Acquaviva A., Supporting Telecommunication Alarm Management System with Trouble Ticket Prediction, «IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS», 2021, 17, Article number: 9099427, pp. 1459 - 1469 [articolo]
Cannizzaro D.; Zafiri M.; Pagliari D.J.; Patti E.; Macii E.; Poncino M.; Acquaviva A., A comparison analysis of ble-based algorithms for localization in industrial environments, «ELECTRONICS», 2020, 9, Article number: 44, pp. 1 - 17 [articolo]Open Access
Massano M.; Patti E.; Macii E.; Acquaviva A.; Bottaccioli L., An online grey-box model based on unscented kalman filter to predict temperature profiles in smart buildings, «ENERGIES», 2020, 13, Article number: 2097, pp. 1 - 17 [articolo]Open Access
Aliberti A.; Bagatin A.; Acquaviva A.; Macii E.; Patti E., Data driven patient-specialized neural networks for blood glucose prediction, in: 2020 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2020, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 1 - 6 (atti di: 2020 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2020, gbr, 2020) [Contributo in Atti di convegno]
Million Abayneh Mengistu; Awet Abraha Girmay; Chirstian Camarda; Andrea Acquaviva; Edoardo Patti, A Cloud-based On-line Disaggregation Algorithm for Home Appliance Loads, «IEEE TRANSACTIONS ON SMART GRID», 2019, 10, Article number: 8337762, pp. 3430 - 3439 [articolo]Open Access
