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Enrico Macii
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2020 – today
- 2023
- [j132]Francesco Ponzio
, Enrico Macii, Elisa Ficarra, Santa Di Cataldo
:
W2WNet: A two-module probabilistic Convolutional Neural Network with embedded data cleansing functionality. Expert Syst. Appl. 214: 119121 (2023) - [i17]Matteo Risso, Alessio Burrello, Francesco Conti, Lorenzo Lamberti, Yukai Chen, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari:
Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge. CoRR abs/2301.10281 (2023) - 2022
- [j131]Raimondo Gallo, Marco Castangia
, Alberto Macii, Enrico Macii, Edoardo Patti, Alessandro Aliberti
:
Solar radiation forecasting with deep learning techniques integrating geostationary satellite images. Eng. Appl. Artif. Intell. 116: 105493 (2022) - [j130]Marco Castangia, Angelica Urbanelli, Awet Abraha Girmay, Christian Camarda, Enrico Macii, Edoardo Patti:
Non-intrusive load monitoring techniques for the disaggregation of ON/OFF appliances. Energy Inform. 5 (2022) - [j129]Vittorio Fra
, Evelina Forno
, Riccardo Pignari
, Terrence C. Stewart
, Enrico Macii
, Gianvito Urgese
:
Human activity recognition: suitability of a neuromorphic approach for on-edge AIoT applications. Neuromorph. Comput. Eng. 2(1): 14006 (2022) - [j128]Claudia De Vizia
, Edoardo Patti
, Enrico Macii
, Lorenzo Bottaccioli
:
A User-Centric View of a Demand Side Management Program: From Surveys to Simulation and Analysis. IEEE Syst. J. 16(2): 1885-1896 (2022) - [j127]Alessio Burrello
, Giovanni Zara, Luca Benini, Davide Brunelli
, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari
:
Traffic Load Estimation from Structural Health Monitoring sensors using supervised learning. Sustain. Comput. Informatics Syst. 35: 100704 (2022) - [j126]Francesco Daghero
, Alessio Burrello
, Chen Xie
, Marco Castellano
, Luca Gandolfi
, Andrea Calimera
, Enrico Macii
, Massimo Poncino
, Daniele Jahier Pagliari
:
Human Activity Recognition on Microcontrollers with Quantized and Adaptive Deep Neural Networks. ACM Trans. Embed. Comput. Syst. 21(4): 46:1-46:28 (2022) - [j125]Daniele Jahier Pagliari
, Frank Schirrmeister, Nader Bagherzadeh
, Enrico Macii
:
Guest Editorial: Thematic Section on Applications of Emerging Computing Technologies in Smart Manufacturing and Industry 4.0. IEEE Trans. Emerg. Top. Comput. 10(1): 6-8 (2022) - [c324]Alessio Burrello, Daniele Jahier Pagliari, Marzia Bianco, Enrico Macii, Luca Benini, Massimo Poncino, Simone Benatti:
Improving PPG-based Heart-Rate Monitoring with Synthetically Generated Data. BioCAS 2022: 153-157 - [c323]Khaled Sidahmed Sidahmed Alamin, Yukai Chen, Enrico Macii, Massimo Poncino, Sara Vinco:
A Machine Learning-based Digital Twin for Electric Vehicle Battery Modeling. COINS 2022: 1-6 - [c322]Alessandro Aliberti, Filippo Boni, Alessandro Perol, Marco Zampolli, Rémi Jacques Philibert Jaboeuf, Paolo Tosco, Enrico Macii, Edoardo Patti:
Comparative Analysis of Neural Networks Techniques for Lithium-ion Battery SOH Estimation. COMPSAC 2022: 1355-1361 - [c321]Alberto Bocca, Alberto Macii, Enrico Macii:
A Nonlinear Two-Parameter Model for the Spatial Analysis of Solar Irradiation. COMPSAC 2022: 1362-1367 - [c320]Alessio Burrello, Francesco Bianco Morghet, Moritz Scherer, Simone Benatti, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari:
Bioformers: Embedding Transformers for Ultra-Low Power sEMG-based Gesture Recognition. DATE 2022: 1443-1448 - [c319]Matteo Risso, Alessio Burrello, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari:
Channel-wise Mixed-precision Assignment for DNN Inference on Constrained Edge Nodes. IGSC 2022: 1-6 - [c318]Chen Xie, Francesco Daghero, Yukai Chen, Marco Castellano, Luca Gandolfi, Andrea Calimera, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari:
Privacy-preserving Social Distance Monitoring on Microcontrollers with Low-Resolution Infrared Sensors and CNNs. ISCAS 2022: 1332-1336 - [c317]Yukai Chen, Roberta Chiaro, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari:
C-NMT: A Collaborative Inference Framework for Neural Machine Translation. ISCAS 2022: 1512-1516 - [c316]Matteo Risso, Alessio Burrello, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari
:
Multi-Complexity-Loss DNAS for Energy-Efficient and Memory-Constrained Deep Neural Networks. ISLPED 2022: 28:1-28:6 - [c315]Khaled Sidahmed Sidahmed Alamin, Yukai Chen, Sebastiano Gaiardelli, Stefano Spellini, Andrea Calimera, Alessandro Beghi, Gian Antonio Susto, Franco Fummi, Enrico Macii, Sara Vinco:
SMART-IC: Smart Monitoring and Production Optimization for Zero-waste Semiconductor Manufacturing. LATS 2022: 1-6 - [i16]Alessio Burrello, Alberto Dequino, Daniele Jahier Pagliari, Francesco Conti, Marcello Zanghieri, Enrico Macii, Luca Benini, Massimo Poncino:
TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference. CoRR abs/2203.12925 (2022) - [i15]Alessio Burrello, Francesco Bianco Morghet, Moritz Scherer, Simone Benatti, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari:
Bioformers: Embedding Transformers for Ultra-Low Power sEMG-based Gesture Recognition. CoRR abs/2203.12932 (2022) - [i14]Matteo Risso, Alessio Burrello, Daniele Jahier Pagliari, Francesco Conti, Lorenzo Lamberti, Enrico Macii, Luca Benini, Massimo Poncino:
Pruning In Time (PIT): A Lightweight Network Architecture Optimizer for Temporal Convolutional Networks. CoRR abs/2203.14768 (2022) - [i13]Alessio Burrello, Daniele Jahier Pagliari, Matteo Risso, Simone Benatti, Enrico Macii, Luca Benini, Massimo Poncino:
Q-PPG: Energy-Efficient PPG-based Heart Rate Monitoring on Wearable Devices. CoRR abs/2203.14907 (2022) - [i12]Matteo Risso, Alessio Burrello, Daniele Jahier Pagliari, Simone Benatti, Enrico Macii, Luca Benini, Massimo Poncino:
Robust and Energy-efficient PPG-based Heart-Rate Monitoring. CoRR abs/2203.16339 (2022) - [i11]Francesco Daghero, Alessio Burrello, Daniele Jahier Pagliari, Luca Benini, Enrico Macii, Massimo Poncino:
Energy-Efficient Adaptive Machine Learning on IoT End-Nodes With Class-Dependent Confidence. CoRR abs/2204.03431 (2022) - [i10]Yukai Chen, Roberta Chiaro, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari:
C-NMT: A Collaborative Inference Framework for Neural Machine Translation. CoRR abs/2204.04043 (2022) - [i9]Chen Xie, Francesco Daghero, Yukai Chen, Marco Castellano, Luca Gandolfi, Andrea Calimera, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari:
Privacy-preserving Social Distance Monitoring on Microcontrollers with Low-Resolution Infrared Sensors and CNNs. CoRR abs/2204.10541 (2022) - [i8]Francesco Daghero, Chen Xie, Daniele Jahier Pagliari, Alessio Burrello, Marco Castellano, Luca Gandolfi, Andrea Calimera, Enrico Macii, Massimo Poncino:
Ultra-compact Binary Neural Networks for Human Activity Recognition on RISC-V Processors. CoRR abs/2205.12781 (2022) - [i7]Francesco Daghero, Alessio Burrello, Chen Xie, Luca Benini, Andrea Calimera, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari:
Adaptive Random Forests for Energy-Efficient Inference on Microcontrollers. CoRR abs/2205.13838 (2022) - [i6]Matteo Risso, Alessio Burrello, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari:
Multi-Complexity-Loss DNAS for Energy-Efficient and Memory-Constrained Deep Neural Networks. CoRR abs/2206.00302 (2022) - [i5]Khaled Sidahmed Sidahmed Alamin, Yukai Chen, Enrico Macii, Massimo Poncino, Sara Vinco:
A Machine Learning-based Digital Twin for Electric Vehicle Battery Modeling. CoRR abs/2206.08080 (2022) - [i4]Matteo Risso, Alessio Burrello, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari:
Channel-wise Mixed-precision Assignment for DNN Inference on Constrained Edge Nodes. CoRR abs/2206.08852 (2022) - [i3]Francesco Daghero, Alessio Burrello, Chen Xie, Marco Castellano, Luca Gandolfi, Andrea Calimera, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari:
Human Activity Recognition on Microcontrollers with Quantized and Adaptive Deep Neural Networks. CoRR abs/2209.00839 (2022) - 2021
- [j124]Alessandro Aliberti
, Daniele Fucini, Lorenzo Bottaccioli
, Enrico Macii
, Andrea Acquaviva
, Edoardo Patti
:
Comparative Analysis of Neural Networks Techniques to Forecast Global Horizontal Irradiance. IEEE Access 9: 122829-122846 (2021) - [j123]Claudia De Vizia
, Edoardo Patti
, Enrico Macii
, Lorenzo Bottaccioli
:
A Win-Win Algorithm for Learning the Flexibility of Aggregated Residential Appliances. IEEE Access 9: 150495-150507 (2021) - [j122]Marco Castangia, Alessandro Aliberti, Lorenzo Bottaccioli, Enrico Macii, Edoardo Patti:
A compound of feature selection techniques to improve solar radiation forecasting. Expert Syst. Appl. 178: 114979 (2021) - [j121]Davide Cannizzaro
, Alessandro Aliberti
, Lorenzo Bottaccioli
, Enrico Macii
, Andrea Acquaviva
, Edoardo Patti
:
Solar radiation forecasting based on convolutional neural network and ensemble learning. Expert Syst. Appl. 181: 115167 (2021) - [j120]Tania Cerquitelli
, Francesco Ventura
, Daniele Apiletti
, Elena Baralis
, Enrico Macii
, Massimo Poncino
:
Enhancing manufacturing intelligence through an unsupervised data-driven methodology for cyclic industrial processes. Expert Syst. Appl. 182: 115269 (2021) - [j119]Santa Di Cataldo, Sukhan Lee, Enrico Macii, Birgit Vogel-Heuser:
Leading Information and Communication Technologies for Smart Manufacturing: Facing the New Challenges and Opportunities of the 4th Industrial Revolution. Proc. IEEE 109(4): 320-325 (2021) - [j118]Santa Di Cataldo
, Sara Vinco
, Gianvito Urgese
, Flaviana Calignano, Elisa Ficarra, Alberto Macii
, Enrico Macii
:
Optimizing Quality Inspection and Control in Powder Bed Metal Additive Manufacturing: Challenges and Research Directions. Proc. IEEE 109(4): 326-346 (2021) - [j117]Alessio Burrello
, Daniele Jahier Pagliari
, Matteo Risso
, Simone Benatti
, Enrico Macii
, Luca Benini
, Massimo Poncino
:
Q-PPG: Energy-Efficient PPG-Based Heart Rate Monitoring on Wearable Devices. IEEE Trans. Biomed. Circuits Syst. 15(6): 1196-1209 (2021) - [j116]Daniele Jahier Pagliari
, Roberta Chiaro, Enrico Macii
, Massimo Poncino
:
CRIME: Input-Dependent Collaborative Inference for Recurrent Neural Networks. IEEE Trans. Computers 70(10): 1626-1639 (2021) - [j115]Francesco Barchi
, Gianvito Urgese
, Alessandro Siino
, Santa Di Cataldo
, Enrico Macii
, Andrea Acquaviva
:
Flexible On-Line Reconfiguration of Multi-Core Neuromorphic Platforms. IEEE Trans. Emerg. Top. Comput. 9(2): 915-927 (2021) - [j114]Daniele Jahier Pagliari
, Santa Di Cataldo
, Edoardo Patti
, Alberto Macii
, Enrico Macii
, Massimo Poncino
:
Low-Overhead Adaptive Brightness Scaling for Energy Reduction in OLED Displays. IEEE Trans. Emerg. Top. Comput. 9(3): 1625-1636 (2021) - [j113]Mulugeta Weldezgina Asres
, Million Abayneh Mengistu
, Pino Castrogiovanni
, Lorenzo Bottaccioli
, Enrico Macii
, Edoardo Patti
, Andrea Acquaviva:
Supporting Telecommunication Alarm Management System With Trouble Ticket Prediction. IEEE Trans. Ind. Informatics 17(2): 1459-1469 (2021) - [j112]Yukai Chen
, Wenlong Wang
, Daniele Jahier Pagliari
, Enrico Macii
, Massimo Poncino
:
Assessing the Impact of Sensor-Based Task Scheduling on Battery Lifetime in IoT Devices. IEEE Trans. Instrum. Meas. 70: 1-15 (2021) - [j111]Sara Vinco
, Daniele Jahier Pagliari
, Lorenzo Bottaccioli
, Edoardo Patti
, Enrico Macii
, Massimo Poncino
:
A Microservices-Based Framework for Smart Design and Optimization of PV Installations. IEEE Trans. Sustain. Comput. 6(4): 531-543 (2021) - [c314]Francesco Daghero
, Chen Xie, Daniele Jahier Pagliari
, Alessio Burrello, Marco Castellano, Luca Gandolfi, Andrea Calimera, Enrico Macii, Massimo Poncino:
Ultra-compact binary neural networks for human activity recognition on RISC-V processors. CF 2021: 3-11 - [c313]Alberto Bocca, Alberto Macii, Enrico Macii:
Forecasting the Grid Power Demand of Charging Stations from EV Drivers' Attitude. COMPSAC 2021: 1867-1872 - [c312]Matteo Orlando
, Lorenzo Bottaccioli, Sara Vinco, Enrico Macii, Massimo Poncino, Edoardo Patti:
Design of District-level Photovoltaic Installations for Optimal Power Production and Economic Benefit. COMPSAC 2021: 1873-1878 - [c311]Matteo Risso
, Alessio Burrello, Daniele Jahier Pagliari
, Francesco Conti, Lorenzo Lamberti, Enrico Macii, Luca Benini, Massimo Poncino:
Pruning In Time (PIT): A Lightweight Network Architecture Optimizer for Temporal Convolutional Networks. DAC 2021: 1015-1020 - [c310]Davide Cannizzaro, Antonio Giuseppe Varrella, Stefano Paradiso, Roberta Sampieri, Enrico Macii, Edoardo Patti, Santa Di Cataldo:
Image analytics and machine learning for in-situ defects detection in Additive Manufacturing. DATE 2021: 603-608 - [c309]Valerio Mieuli, Francesco Ponzio, Alessio Mascolini, Enrico Macii, Elisa Ficarra, Santa Di Cataldo:
A Bayesian approach to Expert Gate Incremental Learning. IJCNN 2021: 1-7 - [c308]Matteo Risso
, Alessio Burrello, Daniele Jahier Pagliari
, Simone Benatti, Enrico Macii, Luca Benini, Massimo Poncino:
Robust and Energy-Efficient PPG-Based Heart-Rate Monitoring. ISCAS 2021: 1-5 - [c307]Alessio Burrello, Alberto Dequino, Daniele Jahier Pagliari
, Francesco Conti, Marcello Zanghieri
, Enrico Macii, Luca Benini, Massimo Poncino:
TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference. ISLPED 2021: 1-6 - [c306]Chen Xie, Daniele Jahier Pagliari
, Andrea Calimera, Enrico Macii, Massimo Poncino:
ACME: An Energy-Efficient Approximate Bus Encoding for I2C. ISLPED 2021: 1-6 - [c305]Evelina Forno, Andrea Spitale, Enrico Macii, Gianvito Urgese:
Configuring an Embedded Neuromorphic Coprocessor Using a RISC-V Chip for Enabling Edge Computing Applications. MCSoC 2021: 328-332 - [c304]Francesco Daghero, Alessio Burrello, Chen Xie, Luca Benini, Andrea Calimera, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari
:
Adaptive Random Forests for Energy-Efficient Inference on Microcontrollers. VLSI-SoC 2021: 1-6 - [c303]Luca Mocerino, Roberto Giorgio Rizzo, Valentino Peluso, Andrea Calimera, Enrico Macii:
AdapTTA: Adaptive Test-Time Augmentation for Reliable Embedded ConvNets. VLSI-SoC 2021: 1-6 - [c302]Luca Mocerino, Roberto Giorgio Rizzo, Valentino Peluso, Andrea Calimera, Enrico Macii:
On the Efficiency of AdapTTA: An Adaptive Test-Time Augmentation Strategy for Reliable Embedded ConvNets. VLSI-SoC (Selected Papers) 2021: 1-23 - [c301]Francesco Daghero, Alessio Burrello, Chen Xie, Luca Benini, Andrea Calimera, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari:
Low-Overhead Early-Stopping Policies for Efficient Random Forests Inference on Microcontrollers. VLSI-SoC (Selected Papers) 2021: 25-47 - [i2]Francesco Ponzio, Enrico Macii, Elisa Ficarra, Santa Di Cataldo:
W2WNet: a two-module probabilistic Convolutional Neural Network with embedded data cleansing functionality. CoRR abs/2103.13107 (2021) - [i1]Luca Mocerino, Roberto Giorgio Rizzo, Valentino Peluso, Andrea Calimera, Enrico Macii:
Adaptive Test-Time Augmentation for Low-Power CPU. CoRR abs/2105.06183 (2021) - 2020
- [j110]Valerio Tenace
, Andrea Calimera
, Enrico Macii
, Massimo Poncino
:
Logic Synthesis of Pass-Gate Logic Circuits With Emerging Ambipolar Technologies. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(2): 397-410 (2020) - [j109]Yukai Chen
, Sara Vinco
, Daniele Jahier Pagliari
, Paolo Montuschi
, Enrico Macii
, Massimo Poncino
:
Modeling and Simulation of Cyber-Physical Electrical Energy Systems With SystemC-AMS. IEEE Trans. Sustain. Comput. 5(4): 552-567 (2020) - [c300]Luca Barbierato, Daniele Salvatore Schiera
, Edoardo Patti, Enrico Macii, Enrico Pons, Ettore Francesco Bompard, Andrea Lanzini
, Romano Borchiellini
, Lorenzo Bottaccioli:
GAMES: A General-Purpose Architectural Model for Multi-energy System Engineering Applications. COMPSAC 2020: 1405-1410 - [c299]Matteo Orlando
, Lorenzo Bottaccioli, Edoardo Patti, Enrico Macii, Sara Vinco, Massimo Poncino:
Optimal Configuration and Placement of PV Systems in Building Roofs with Cost Analysis. COMPSAC 2020: 1411-1416 - [c298]Daniele Jahier Pagliari
, Roberta Chiaro, Yukai Chen
, Sara Vinco, Enrico Macii, Massimo Poncino:
Input-Dependent Edge-Cloud Mapping of Recurrent Neural Networks Inference. DAC 2020: 1-6 - [c297]Sara Vinco, Yukai Chen
, Enrico Macii, Massimo Poncino:
A Diode-Aware Model of PV Modules from Datasheet Specifications. DATE 2020: 816-821 - [c296]Alessio Burrello, Daniele Jahier Pagliari
, Andrea Bartolini, Luca Benini, Enrico Macii, Massimo Poncino:
Predicting Hard Disk Failures in Data Centers Using Temporal Convolutional Neural Networks. Euro-Par Workshops 2020: 277-289 - [c295]Francesco Daghero
, Alessio Burrello, Daniele Jahier Pagliari
, Luca Benini, Enrico Macii, Massimo Poncino:
Energy-Efficient Adaptive Machine Learning on IoT End-Nodes With Class-Dependent Confidence. ICECS 2020: 1-4 - [c294]Alberto Bocca, Alberto Macii, Enrico Macii:
A Spatial Correlation Analysis of Seismic and Flooding Events: Application to Italy. ICGDA 2020: 10-13 - [c293]Alessandro Aliberti, Andrea Bagatin, Andrea Acquaviva, Enrico Macii, Edoardo Patti:
Data Driven Patient-Specialized Neural Networks for Blood Glucose Prediction. ICME Workshops 2020: 1-6 - [c292]Francesco Ponzio
, Giacomo Deodato, Enrico Macii, Santa Di Cataldo, Elisa Ficarra:
Exploiting "Uncertain" Deep Networks for Data Cleaning in Digital Pathology. ISBI 2020: 1139-1143 - [c291]Gianvito Urgese, Paolo Azzoni, Jan van Deventer, Jerker Delsing, Enrico Macii:
An Engineering Process model for managing a digitalised life-cycle of products in the Industry 4.0. NOMS 2020: 1-6 - [c290]Valentino Peluso, Enrico Macii, Andrea Calimera:
Optimization Tools for ConvNets on the Edge. VLSI-SOC 2020: 204-205
2010 – 2019
- 2019
- [j108]Yukai Chen
, Donkyu Baek, Jaemin Kim, Santa Di Cataldo
, Naehyuck Chang, Enrico Macii, Sara Vinco
, Massimo Poncino:
A SystemC-AMS Framework for the Design and Simulation of Energy Management in Electric Vehicles. IEEE Access 7: 25779-25791 (2019) - [j107]Alessandro Aliberti
, Irene Pupillo, Stefano Terna, Enrico Macii, Santa Di Cataldo
, Edoardo Patti
, Andrea Acquaviva:
A Multi-Patient Data-Driven Approach to Blood Glucose Prediction. IEEE Access 7: 69311-69325 (2019) - [j106]Daniele Jahier Pagliari
, Enrico Macii
, Massimo Poncino
:
Automated Synthesis of Energy-Efficient Reconfigurable-Precision Circuits. IEEE Access 7: 172030-172044 (2019) - [j105]Daniele Jahier Pagliari
, Yves Durand, David Coriat, Edith Beigné
, Enrico Macii
, Massimo Poncino
:
Fine-Grain Back Biasing for the Design of Energy-Quality Scalable Operators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(6): 1042-1055 (2019) - [j104]Yukai Chen
, Sara Vinco, Enrico Macii, Massimo Poncino
:
SystemC-AMS Thermal Modeling for the Co-simulation of Functional and Extra-Functional Properties. ACM Trans. Design Autom. Electr. Syst. 24(1): 4:1-4:26 (2019) - [j103]Sara Vinco
, Nicola Bombieri
, Daniele Jahier Pagliari
, Franco Fummi, Enrico Macii
, Massimo Poncino
:
A Cross-level Verification Methodology for Digital IPs Augmented with Embedded Timing Monitors. ACM Trans. Design Autom. Electr. Syst. 24(3): 27:1-27:23 (2019) - [j102]Donkyu Baek
, Yukai Chen
, Alberto Bocca
, Lorenzo Bottaccioli
, Santa Di Cataldo
, Valentina Gatteschi
, Daniele Jahier Pagliari
, Edoardo Patti
, Gianvito Urgese
, Naehyuck Chang
, Alberto Macii
, Enrico Macii
, Paolo Montuschi
, Massimo Poncino
:
Battery-Aware Operation Range Estimation for Terrestrial and Aerial Electric Vehicles. IEEE Trans. Veh. Technol. 68(6): 5471-5482 (2019) - [c289]Stefano Proto, Francesco Ventura, Daniele Apiletti, Tania Cerquitelli, Elena Baralis, Enrico Macii, Alberto Macii:
PREMISES, a Scalable Data-Driven Service to Predict Alarms in Slowly-Degrading Multi-Cycle Industrial Processes. BigData Congress 2019: 139-143 - [c288]Francesco Ventura, Stefano Proto, Daniele Apiletti, Tania Cerquitelli, Simone Panicucci, Elena Baralis, Enrico Macii, Alberto Macii:
A New Unsupervised Predictive-Model Self-Assessment Approach That SCALEs. BigData Congress 2019: 144-148 - [c287]Tania Cerquitelli, David Bowden, Angelo Marguglio, Lucrezia Morabito
, Chiara Napione, Simone Panicucci, Nikolaos Nikolakis, Sotiris Makris, Guido Coppo, Salvatore Andolina, Alberto Macii, Enrico Macii, Niamh O'Mahony, Paul Becker, Sven Jung:
A Fog Computing Approach for Predictive Maintenance. CAiSE Workshops 2019: 139-147 - [c286]Daniele Jahier Pagliari
, Sara Vinco, Enrico Macii, Massimo Poncino:
Low-Overhead Power Trace Obfuscation for Smart Meter Privacy. DAC 2019: 111 - [c285]Francesco Barchi, Gianvito Urgese
, Enrico Macii, Andrea Acquaviva:
Code Mapping in Heterogeneous Platforms Using Deep Learning and LLVM-IR. DAC 2019: 170 - [c284]Daniele Jahier Pagliari
, Sara Vinco, Enrico Macii, Massimo Poncino:
Irradiance-Driven Partial Reconfiguration of PV Panels. DATE 2019: 884-889 - [c283]David Bowden, Angelo Marguglio, Lucrezia Morabito, Chiara Napione, Simone Panicucci, Nikolaos Nikolakis, Sotiris Makris, Guido Coppo, Salvatore Andolina, Alberto Macii, Enrico Macii, Niamh O'Mahony, Paul Becker, Sven Jung:
A Cloud-to-edge Architecture for Predictive Analytics. EDBT/ICDT Workshops 2019 - [c282]Daniele Jahier Pagliari
, Francesco Panini, Enrico Macii, Massimo Poncino:
Dynamic Beam Width Tuning for Energy-Efficient Recurrent Neural Networks. ACM Great Lakes Symposium on VLSI 2019: 69-74 - [c281]Daniele Jahier Pagliari
, Roberta Chiaro, Yukai Chen
, Enrico Macii, Massimo Poncino:
Optimal Input-Dependent Edge-Cloud Partitioning for RNN Inference. ICECS 2019: 442-445 - [c280]Yukai Chen
, Sara Vinco, Daniele Jahier Pagliari
, Enrico Macii, Massimo Poncino:
A Semi-Empirical Model of PV Modules Including Manufacturing I-V Mismatch. ICECS 2019: 919-922 - [c279]Donkyu Baek, Yukai Chen
, Enrico Macii, Massimo Poncino, Naehyuck Chang:
Battery-Aware Electric Truck Delivery Route Planner. ISLPED 2019: 1-6 - [c278]Daniele Jahier Pagliari
, Matteo Ansaldi, Enrico Macii, Massimo Poncino:
CNN-Based Camera-less User Attention Detection for Smartphone Power Management. ISLPED 2019: 1-6 - 2018
- [j101]Alberto Bocca
, Alberto Macii
, Enrico Macii, Massimo Poncino
:
Composable Battery Model Templates Based on Manufacturers' Data. IEEE Des. Test 35(3): 66-72 (2018) - [j100]Alberto Bocca, Yukai Chen
, Alberto Macii, Enrico Macii, Massimo Poncino:
Aging and Cost Optimal Residential Charging for Plug-In EVs. IEEE Des. Test 35(6): 16-24 (2018) - [j99]Yukai Chen
, Enrico Macii, Massimo Poncino:
Empirical derivation of upper and lower bounds of NBTI aging for embedded cores. Microelectron. Reliab. 80: 294-305 (2018) - [j98]Lorenzo Bottaccioli
, Edoardo Patti, Enrico Macii, Andrea Acquaviva:
GIS-Based Software Infrastructure to Model PV Generation in Fine-Grained Spatio-Temporal Domain. IEEE Syst. J. 12(3): 2832-2841 (2018) - [j97]Gianvito Urgese
, Francesco Barchi, Enrico Macii
, Andrea Acquaviva:
Optimizing Network Traffic for Spiking Neural Network Simulations on Densely Interconnected Many-Core Neuromorphic Platforms. IEEE Trans. Emerg. Top. Comput. 6(3): 317-329 (2018) - [j96]Daniele Jahier Pagliari
, Enrico Macii, Massimo Poncino:
LAPSE: Low-Overhead Adaptive Power Saving and Contrast Enhancement for OLEDs. IEEE Trans. Image Process. 27(9): 4623-4637 (2018) - [j95]Donghwa Shin
, Massimo Poncino
, Enrico Macii:
Thermal Management of Batteries Using Supercapacitor Hybrid Architecture With Idle Period Insertion Strategy. IEEE Trans. Very Large Scale Integr. Syst. 26(6): 1159-1170 (2018) - [c277]Francesco Ponzio
, Enrico Macii, Elisa Ficarra, Santa Di Cataldo:
Colorectal Cancer Classification using Deep Convolutional Networks - An Experimental Study. BIOIMAGING 2018: 58-66 - [c276]Francesco Ponzio
, Enrico Macii, Elisa Ficarra, Santa Di Cataldo:
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