Emanuele Lattanzi

85 papers A 5B 1C 3Misc 2Journal 42Unranked 31

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Deep learning-driven sensing for sustainable Internet of Things. Sustain. Comput. Informatics Syst. Lorenzo Calisti, Chiara Contoli, Emanuele Lattanzi
2025	—	`conf`	Balancing Accuracy and Energy: The Impact of Window Size on Sensor-Based Human Activity Recognition. AIAI (4) Chiara Contoli, Susanna Peretti, Emanuele Lattanzi
2025	—	`conf`	Can LLMs Learn the Language of Inertial Sensors in Human Activity Recognition? ICMLT Leonardo Bigelli, Alessandro Bogliolo, Lorenzo Calisti, Paolo Capellacci, Chiara Contoli, Nicholas Kania, Emanuele Lattanzi
2025	—	`conf`	Deep Learning-based Data Collection to Reduce Energy Consumption in Internet of Things Devices. ICMLT Lorenzo Calisti, Emanuele Lattanzi
2025	—	`conf`	Enhancing Stellar Distance Estimation with Uncertainty-Weighted Loss Functions in Deep Learning Models. ICAAI Nicholas Kania, Deborah Busonero, Chiara Contoli, Valerio Freschi, Emanuele Lattanzi
2025	C	`conf`	IIoT portable laser line profilometer powered by AI for gap and flush measurement in automotive. ETFA Cristina Cristalli, Matteo Nisi, Paolo Chiariotti, Emanuele Lattanzi, Nicola Paone
2025	J	`jnl`	Inference-Driven Window Sizing for Enhanced Human Activity Recognition in IoT Devices. IEEE Access Nicholas Kania, Chiara Contoli, Valerio Freschi, Emanuele Lattanzi
2025	J	`jnl`	Semantic Template Recognition of Human Activities in Wearable Sensor Data Using Siamese Network. IEEE Access Emanuele Lattanzi, Chiara Contoli, Lorenzo Calisti, Giacomo Di Fabrizio, Nicholas Kania, Susanna Peretti
2025	—	`conf`	Teaching LLMs to Move: Generation of Human Activity Sensor Traces with BERT. ICAAI Leonardo Bigelli, Alessandro Bogliolo, Lorenzo Calisti, Chiara Contoli, Nicholas Kania, Emanuele Lattanzi
2025	—	`conf`	Temporal Distance Based Self-Supervised Learning for Human Activity Recognition. IDSTA Leonardo Bigelli, Chiara Contoli, Nicholas Kania, Emanuele Lattanzi
2024	J	`jnl`	A Study on the Energy Sustainability of Early Exit Networks for Human Activity Recognition. IEEE Trans. Sustain. Comput. Emanuele Lattanzi, Chiara Contoli, Valerio Freschi
2024	—	`conf`	A Vision-based Virtual Sensor to Enhance Privacy and Energy Efficiency on Edge Computing. PerCom Workshops Nicholas Kania, Alessandro Bogliolo, Lorenzo Calisti, Chiara Contoli, Giacomo Di Fabrizio, Luca Romanelli, Emanuele Lattanzi
2024	J	`jnl`	A power-aware vision-based virtual sensor for real-time edge computing. J. Real Time Image Process. Chiara Contoli, Lorenzo Calisti, Giacomo Di Fabrizio, Nicholas Kania, Alessandro Bogliolo, Emanuele Lattanzi
2024	—	`conf`	An Experimental Study on the Energy Efficiency of Feature Selection for Human Activity Recognition with Wrist-Worn Devices. iWOAR Susanna Peretti, Chiara Contoli, Emanuele Lattanzi
2024	—	`conf`	Are Transformers a Useful Tool for Tiny devices in Human Activity Recognition? ICAAI Emanuele Lattanzi, Lorenzo Calisti, Chiara Contoli
2024	—	`conf`	Complexity-aware Features Selection for Wrist-worn Human Activity Recognition. PerCom Workshops Susanna Peretti, Chiara Contoli, Emanuele Lattanzi
2024	—	`conf`	EESiamese: Energy-efficient Siamese Neural Network for Constrained Devices. ICMLT Lorenzo Calisti, Chiara Contoli, Giacomo Di Fabrizio, Nicholas Kania, Emanuele Lattanzi
2024	J	`jnl`	Energy-aware human activity recognition for wearable devices: A comprehensive review. Pervasive Mob. Comput. Chiara Contoli, Valerio Freschi, Emanuele Lattanzi
2024	J	`jnl`	Privacy preservation in sensor-based Human Activity Recognition through autoencoders for low-power IoT devices. Internet Things Leonardo Bigelli, Chiara Contoli, Valerio Freschi, Emanuele Lattanzi
2024	J	`jnl`	Real-Time Energy-Efficient Sensor Libraries for Wearable Devices. IEEE Access Lorenzo Calisti, Emanuele Lattanzi
2023	J	`jnl`	A Study on the Application of TensorFlow Compression Techniques to Human Activity Recognition. IEEE Access Chiara Contoli, Emanuele Lattanzi
2023	Misc	`conf`	A Study on the energy-efficiency of the Object Tracking Algorithms in Edge Devices. UCC Giacomo Di Fabrizio, Lorenzo Calisti, Chiara Contoli, Nicholas Kania, Emanuele Lattanzi
2023	J	`jnl`	Do we need early exit networks in human activity recognition? Eng. Appl. Artif. Intell. Emanuele Lattanzi, Chiara Contoli, Valerio Freschi
2023	—	`conf`	Energy Efficiency of Deep Learning Compression Techniques in Wearable Human Activity Recognition. AIAI (1) Chiara Contoli, Emanuele Lattanzi
2023	—	`conf`	Energy-aware Tiny Machine Learning for Sensor-based Hand-washing Recognition. ICMLT Emanuele Lattanzi, Lorenzo Calisti
2023	J	`jnl`	Lightweight accurate trigger to reduce power consumption in sensor-based continuous human activity recognition. Pervasive Mob. Comput. Emanuele Lattanzi, Lorenzo Calisti, Paolo Capellacci
2023	—	`conf`	On the Decentralization of Health Systems for Data Availability: a DLT-based Architecture. CCNC Gioele Bigini, Mirko Zichichi, Emanuele Lattanzi, Stefano Ferretti, Gabriele D'Angelo
2023	—	`conf`	SensorLib: an Energy-efficient Sensor-collection Library for Wear OS. ESSE Lorenzo Calisti, Emanuele Lattanzi
2022	—	`conf`	Decentralized Health Data Distribution: A DLT-based Architecture for Data Protection. Blockchain Gioele Bigini, Mirko Zichichi, Emanuele Lattanzi, Stefano Ferretti, Gabriele D'Angelo
2022	J	`jnl`	Evaluation of a sampling approach for computationally efficient uncertainty quantification in regression learning models. Neural Comput. Appl. Valerio Freschi, Emanuele Lattanzi
2022	J	`jnl`	Exploring Artificial Neural Networks Efficiency in Tiny Wearable Devices for Human Activity Recognition. Sensors Emanuele Lattanzi, Matteo Donati, Valerio Freschi
2022	J	`jnl`	Toward the InterPlanetary Health Layer for the Internet of Medical Things With Distributed Ledgers and Storages. IEEE Access Gioele Bigini, Emanuele Lattanzi
2022	J	`jnl`	Unstructured Handwashing Recognition Using Smartwatch to Reduce Contact Transmission of Pathogens. IEEE Access Emanuele Lattanzi, Lorenzo Calisti, Valerio Freschi
2021	J	`jnl`	A Prim-Dijkstra Algorithm for Multihop Calibration of Networked Embedded Systems. IEEE Internet Things J. Valerio Freschi, Emanuele Lattanzi
2021	J	`jnl`	Automatic Unstructured Handwashing Recognition using Smartwatch to Reduce Contact Transmission of Pathogens. CoRR Emanuele Lattanzi, Lorenzo Calisti, Valerio Freschi
2021	—	`conf`	Decentralising the Internet of Medical Things with Distributed Ledger Technologies and Off-Chain Storages: A Proof of Concept. GOODTECHS Gioele Bigini, Valerio Freschi, Alessandro Bogliolo, Emanuele Lattanzi
2021	J	`jnl`	Machine Learning Techniques to Identify Unsafe Driving Behavior by Means of In-Vehicle Sensor Data. Expert Syst. Appl. Emanuele Lattanzi, Valerio Freschi
2020	J	`jnl`	A Review on Blockchain for the Internet of Medical Things: Definitions, Challenges, Applications, and Vision. Future Internet Gioele Bigini, Valerio Freschi, Emanuele Lattanzi
2020	J	`jnl`	Evaluation of human standing balance using wearable inertial sensors: A machine learning approach. Eng. Appl. Artif. Intell. Emanuele Lattanzi, Valerio Freschi
2020	J	`jnl`	Experimental evaluation of the impact of packet length on wireless sensor networks subject to interference. Comput. Networks Emanuele Lattanzi, Paolo Capellacci, Valerio Freschi
2020	J	`jnl`	Standing Balance Assessment by Measurement of Body Center of Gravity Using Smartphones. IEEE Access Emanuele Lattanzi, Valerio Freschi, Saverio Delpriori, Lorenz Cuno Klopfenstein, Alessandro Bogliolo
2019	J	`jnl`	A Hardware Compensation Mechanism for Embedded Energy Harvesting Emulation. IEEE Embed. Syst. Lett. Emanuele Lattanzi, Valerio Freschi
2019	J	`jnl`	A Study on the Impact of Packet Length on Communication in Low Power Wireless Sensor Networks Under Interference. IEEE Internet Things J. Valerio Freschi, Emanuele Lattanzi
2019	J	`jnl`	In-Band Controllable Radio Interference Generation for Wireless Sensor Networks. IEEE Access Emanuele Lattanzi, Valerio Freschi
2019	J	`jnl`	On the Stability of a Hardware Compensation Mechanism for Embedded Energy Harvesting Emulators. Comput. Valerio Freschi, Emanuele Lattanzi
2018	J	`jnl`	A Scalable Multitasking Wireless Sensor Network Testbed for Monitoring Indoor Human Comfort. IEEE Access Emanuele Lattanzi, Matteo Dromedari, Valerio Freschi
2017	J	`jnl`	A Study on the Influence of Speed on Road Roughness Sensing: The SmartRoadSense Case. Sensors Giacomo Alessandroni, Alberto Carini, Emanuele Lattanzi, Valerio Freschi, Alessandro Bogliolo
2017	J	`jnl`	Bootstrap Based Uncertainty Propagation for Data Quality Estimation in Crowdsensing Systems. IEEE Access Valerio Freschi, Saverio Delpriori, Emanuele Lattanzi, Alessandro Bogliolo
2017	J	`jnl`	Fast Distributed Consensus Through Path Averaging on Random Walks. Wirel. Pers. Commun. Valerio Freschi, Emanuele Lattanzi, Alessandro Bogliolo
2016	J	`jnl`	A Two-Prong Approach to Energy-Efficient WSNs: Wake-Up Receivers plus Dedicated, Model-Based Sensing. CoRR Usman Raza, Alessandro Bogliolo, Valerio Freschi, Emanuele Lattanzi, Amy L. Murphy
2016	J	`jnl`	A fast and accurate energy source emulator for wireless sensor networks. EURASIP J. Embed. Syst. Emanuele Lattanzi, Valerio Freschi, Matteo Dromedari, Luca Salvatore Lorello, Roberto Peruzzini, Alessandro Bogliolo
2016	J	`jnl`	A two-prong approach to energy-efficient WSNs: Wake-up receivers plus dedicated, model-based sensing. Ad Hoc Networks Usman Raza, Alessandro Bogliolo, Valerio Freschi, Emanuele Lattanzi, Amy L. Murphy
2016	B	`conf`	Accelerating distributed averaging in sensor networks: Randomized gossip over virtual coordinates. SAS Valerio Freschi, Emanuele Lattanzi, Alessandro Bogliolo
2015	A	`conf`	Demo: Mobile Crowdsensing of Road Surface Roughness. MobiSys Giacomo Alessandroni, Alessandro Bogliolo, Alberto Carini, Saverio Delpriori, Valerio Freschi, Lorenz Cuno Klopfenstein, Emanuele Lattanzi, Gioele Luchetti, Brendan Paolini, Andrea Seraghiti
2015	J	`jnl`	Randomized Gossip With Power of Two Choices for Energy Aware Distributed Averaging. IEEE Commun. Lett. Valerio Freschi, Emanuele Lattanzi, Alessandro Bogliolo
2015	C	`conf`	Sensing road roughness via mobile devices: A study on speed influence. ISPA Giacomo Alessandroni, Alberto Carini, Emanuele Lattanzi, Alessandro Bogliolo
2014	—	`conf`	Geospatial data aggregation and reduction in vehicular sensing applications: The case of road surface monitoring. ICCVE Valerio Freschi, Saverio Delpriori, Lorenz Cuno Klopfenstein, Emanuele Lattanzi, Gioele Luchetti, Alessandro Bogliolo
2014	J	`jnl`	Hardware filtering of non-intended frames for energy optimisation in wireless sensor networks. Int. J. Sens. Networks Emanuele Lattanzi, Alessandro Bogliolo
2014	J	`jnl`	Supporting Preemptive Multitasking in Wireless Sensor Networks. Int. J. Distributed Sens. Networks Emanuele Lattanzi, Valerio Freschi, Alessandro Bogliolo
2014	—	`conf`	Towards a true energetically sustainable WSN: A case study with prediction-based data collection and a wake-up receiver. SIES Alessandro Bogliolo, Valerio Freschi, Emanuele Lattanzi, Amy L. Murphy, Usman Raza
2013	—	`conf`	A statistical geometry approach to distance estimation in wireless sensor networks. ICC Workshops Valerio Freschi, Emanuele Lattanzi, Alessandro Bogliolo
2013	Misc	`conf`	Exploiting ultra-low-power ultrasonic wake-up triggering for sensor nodes distance measurements. SenSys Emanuele Lattanzi, Matteo Dromedari, Valerio Freschi, Andrea Seraghiti, Alessandro Bogliolo
2013	—	`conf`	Idleness as a resource in energy-neutral WSNs. ENSSys@SenSys Alessandro Bogliolo, Emanuele Lattanzi, Valerio Freschi
2012	—	`conf`	Ultra-low-power sensor nodes featuring a virtual runtime environment. ICC Emanuele Lattanzi, Alessandro Bogliolo
2012	J	`jnl`	VirtualSense: A Java-Based Open Platform for Ultra-Low-Power Wireless Sensor Nodes. Int. J. Distributed Sens. Networks Emanuele Lattanzi, Alessandro Bogliolo
2011	J	`jnl`	Self-adapting maximum flow routing for autonomous wireless sensor networks. Clust. Comput. Alessandro Bogliolo, Saverio Delpriori, Emanuele Lattanzi, Andrea Seraghiti
2009	—	`conf`	A Computer-aided Methodology for Direct and Indirect Monitoring of the Learning Process. CSEDU (2) Erika Pigliapoco, Emanuele Lattanzi
2008	—	`conf`	Self-adapting maxflow routing algorithm for WSNs: practical issues and simulation-based assessment. CSTST Andrea Seraghiti, Saverio Delpriori, Emanuele Lattanzi, Alessandro Bogliolo
2007	J	`jnl`	Energetic sustainability of routing algorithms for energy-harvesting wireless sensor networks. Comput. Commun. Emanuele Lattanzi, Edoardo Regini, Andrea Acquaviva, Alessandro Bogliolo
2007	C	`conf`	Implementing Energetically Sustainable Routing Algorithms for Autonomous WSNs. WOWMOM Lorenz Cuno Klopfenstein, Emanuele Lattanzi, Alessandro Bogliolo
2006	—	`conf`	Energetic sustainability of environmentally powered wireless sensor networks. PE-WASUN Alessandro Bogliolo, Emanuele Lattanzi, Andrea Acquaviva
2006	J	`jnl`	Power-Aware Network Swapping for Wireless Palmtop PCs. IEEE Trans. Mob. Comput. Andrea Acquaviva, Emanuele Lattanzi, Alessandro Bogliolo
2005	—	`conf`	A Methodology Based on Formal Methods for Predicting the Impact of Dynamic Power Management. SFM Andrea Acquaviva, Alessandro Aldini, Marco Bernardo, Alessandro Bogliolo, Edoardo Bontà, Emanuele Lattanzi
2005	—	`conf`	Dynamic Power Management Strategies Within the IEEE 802.11 Standard. SFM Andrea Acquaviva, Edoardo Bontà, Emanuele Lattanzi
2005	J	`jnl`	Improving Java performance using dynamic method migration on FPGAs. Int. J. Embed. Syst. Emanuele Lattanzi, Aman Gayasen, Mahmut T. Kandemir, Narayanan Vijaykrishnan, Luca Benini, Alessandro Bogliolo
2005	—	`conf`	Network Swapping. SFM Emanuele Lattanzi, Andrea Acquaviva, Alessandro Bogliolo
2004	A	`conf`	Assessing the Impact of Dynamic Power Management on the Functionality and the Performance of Battery-Powered Appliances. DSN Andrea Acquaviva, Alessandro Aldini, Marco Bernardo, Alessandro Bogliolo, Edoardo Bontà, Emanuele Lattanzi
2004	A	`conf`	Design and simulation of power-aware scheduling strategies of streaming data in wireless LANs. MSWiM Andrea Acquaviva, Emanuele Lattanzi, Alessandro Bogliolo
2004	A	`conf`	Improving Java Performance Using Dynamic Method Migration on FPGAs. IPDPS Emanuele Lattanzi, Aman Gayasen, Mahmut T. Kandemir, Narayanan Vijaykrishnan, Luca Benini, Alessandro Bogliolo
2004	—	`ch.`	Power-Aware Network Swapping for Wireless Palmtop PCS. Ultra Low-Power Electronics and Design Andrea Acquaviva, Emanuele Lattanzi, Alessandro Bogliolo
2004	A	`conf`	Power-Aware Network Swapping for Wireless Palmtop PCs. DATE Andrea Acquaviva, Emanuele Lattanzi, Alessandro Bogliolo
2004	—	`conf`	Proximity services supporting network virtual memory in mobile devices. WMASH Emanuele Lattanzi, Andrea Acquaviva, Alessandro Bogliolo
2004	—	`conf`	Run-Time Software Monitor of the Power Consumption of Wireless Network Interface Cards. PATMOS Emanuele Lattanzi, Andrea Acquaviva, Alessandro Bogliolo
2004	J	`jnl`	Specification and analysis of power-managed systems. Proc. IEEE Alessandro Bogliolo, Luca Benini, Emanuele Lattanzi, Giovanni De Micheli
2002	—	`conf`	Java-based continuous browsing of remote maps from a wireless PDA: a feasibility study. ICME (1) Emanuele Lattanzi, Alessandro Bogliolo