Riviste scientifiche
Lightweight accurate trigger to reduce power consumption in sensor-based continuous human activity recognition - Emanuele Lattanzi, Lorenzo Calisti, Paolo Capellacci, Pervasive and Mobile Computing, 2023
A Study on the Energy Sustainability of Early Exit Networks for Human Activity Recognition - Emanuele Lattanzi, Chiara Contoli, Valerio Freschi, IEEE Transactions on Sustainable Computing, 2023
Energy Efficiency of Deep Learning Compression Techniques in Wearable Human Activity Recognition - Chiara Contoli e Emanuele Lattanzi, IFIP International Conference on Artificial Intelligence Applications and Innovations, 2023
A study on the application of TensorFlow compression techniques to Human Activity Recognition - Chiara Contoli e Emanuele Lattanzi, IEEE Access, 2023
Energy-aware Tiny Machine Learning for Sensor-based Hand-washing Recognition - Emanuele Lattanzi e Lorenzo Calisti, Proceedings of the 2023 8th International Conference on Machine Learning Technologies, 2023
Do we need early exit networks in human activity recognition? - Emanuele Lattanzi, Chiara Contoli, Valerio Freschi, Engineering Applications of Artificial Intelligence 121, 106035, 2023
A Machine Learning Enabled Hall-Effect IoT-System for Monitoring Building Vibrations - Emanuele Lattanzi, Paolo Capellacci, Valeerio Freschi, International Journal of Advanced Computer Science and Applications 14 (2), 2023
Unstructured Handwashing Recognition using Smartwatch to Reduce Contact Transmission of Pathogens - Emanuele Lattanzi, Lorenzo Calisti, Valerio Freschi, IEEE Access, vol. 10, pp. 83111-83124, 2022
Towards the InterPlanetary Health Layer for the Internet of Medical Things with Distributed Ledgers and Storages - Gioele Bigini, Emanuele Lattanzi, IEEE Access, vol. 10, pp. 82883-82895, 2022
Evaluation of a sampling approach for computationally efficient uncertainty quantification in regression learning models - Valerio Freschi, Emanuele Lattanzi, Neural Computing and Applications, 1-11, 2022
Exploring Artificial Neural Networks Efficiency in Tiny Wearable Devices for Human Activity Recognition - Emanuele Lattanzi, Matteo Donati, Valerio Freschi, Sensors 22 (7), 2637, 2022
Machine learning techniques to identify unsafe driving behavior by means of in-vehicle sensor data, Emanuele Lattanzi, Valerio Freschi, Expert Systems with Applications 176, 14818, 2021
A Prim–Dijkstra Algorithm for Multihop Calibration of Networked Embedded Systems, Valerio Freschi, Emanuele Lattanzi, IEEE Internet of Things Journal 8 (14), 11320-11328, 2021
Improving Machine Learning Identification of Unsafe Driver Behavior by Means of Sensor Fusion, Emanuele Lattanzi, Giacomo Castellucci, Valerio Freschi, Applied Sciences 10 (18), 6417, 2022
Evaluation of human standing balance using wearable inertial sensors: a machine learning approach, Emanuele Lattanzi, Valerio Freschi, Engineering Applications of Artificial Intelligence 94, 103812, 2020
Standing balance assessment by measurement of body center of gravity using smartphones, Emanuele Lattanzi, Valerio Freschi, Saverio Delpriori, LC Klopfenstein, Alessandro Bogliolo, IEEE Access 8, 96438-96448, 2020
Experimental evaluation of the impact of packet length on wireless sensor networks subject to interference, Emanuele Lattanzi, Paolo Capellacci, Valerio Freschi, Computer Networks 167, 106986, 2020
On the Stability of a Hardware Compensation Mechanism for Embedded Energy Harvesting Emulators, Valerio Freschi, Emanuele Lattanzi, Computers 8 (4), 78, 2019
In-Band Controllable Radio Interference Generation for Wireless Sensor Networks, Emanuele Lattanzi, Valerio Freschi, IEEE Access 7, 66955-66963, 2019
A study on the impact of packet length on communication in low power wireless sensor networks under interference, Valerio Freschi, Emanuele Lattanzi, IEEE Internet of Things Journal 6 (2), 3820-3830, 2019
A Hardware Compensation Mechanism for Embedded Energy Harvesting Emulation, Emanuele Lattanzi, Valerio Freschi, IEEE Embedded Systems Letters 11 (1), 25-28, 2018
A scalable multitasking wireless sensor network testbed for monitoring indoor human comfort, Emanuele Lattanzi, Matteo Dromedari, Valerio Freschi, IEEE Access 6, 17952-17967, 2018
Rapporti tecnici
Monitoraggio ambientale e controllo degli accessi attraverso una semplice applicazione in ambito Internet of Things, Andrea Cogorno, Emanuele Lattanzi, 2022
4.0 Gym Prototype, Luca Cinti, Emanuele Lattanzi, 2022
ParkMe!: una soluzione IoT low cost di smart parking, Maiori Pio Mario Jonathan, Emanuele Lattanzi, 2022
Realizzazione di un sistema di monitoraggio e contabilizzazione del calore, Paride Dominici, Emanuele Lattanzi, 2022
Smart Box IoT, Lorenzo Calisiti, Emanuele Lattanzi, 2022
Reptile Sensors: monitoraggio di una teca per rettili, Gian Marco Di Francesco, Emanuele Lattanzi, 2022
Una stazione di monitoraggio ambientale per il rilevamento delle polveri sottili basata su ESP8266 e InfluxDB, Nicolò Tambone, Emanuele Lattanzi, 2022