Alessandro Montanari

According to our database, Alessandro Montanari authored at least 41 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

OmniBuds: A Sensory Earable Platform for Advanced Bio-Sensing and On-Device Machine Learning.

Alessandro Montanari, Ashok Thangarajan, Khaldoon Al-Naimi, Andrea Ferlini, Yang Liu, Ananta Narayanan Balaji, Fahim Kawsar

CoRR, 2024

OptiBreathe: An Earable-based PPG System for Continuous Respiration Rate, Breathing Phase, and Tidal Volume Monitoring.

Julia Romero, Andrea Ferlini, Dimitris Spathis, Ting Dang, Katayoun Farrahi, Fahim Kawsar, Alessandro Montanari

Proceedings of the 25th International Workshop on Mobile Computing Systems and Applications, 2024

Towards Enabling DPOAE Estimation on Single-Speaker Earbuds.

Irtaza Shahid, Khaldoon Al-Naimi, Ting Dang, Yang Liu, Fahim Kawsar, Alessandro Montanari

Proceedings of the IEEE International Conference on Acoustics, 2024

Hierarchical Demand Based Resource Allocation for On-Device Inference.

Ashok Samraj Thangarajan, Fahim Kawsar, Alessandro Montanari

Proceedings of the 2nd International Workshop on Human-Centered Sensing, 2024

2023

Unobtrusive Air Leakage Estimation for Earables with In-ear Microphones.

Berken Utku Demirel, Ting Dang, Khaldoon Al-Naimi, Fahim Kawsar, Alessandro Montanari

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., December, 2023

SensiX++: Bringing MLOps and Multi-tenant Model Serving to Sensory Edge Devices.

Chulhong Min, Akhil Mathur, Utku Günay Acer, Alessandro Montanari, Fahim Kawsar

ACM Trans. Embed. Comput. Syst., November, 2023

SensiX: A System for Best-Effort Inference of Machine Learning Models in Multi-Device Environments.

Chulhong Min, Akhil Mathur, Alessandro Montanari, Fahim Kawsar

IEEE Trans. Mob. Comput., September, 2023

EarSet: A Multi-Modal In-Ear Dataset.

Andrea Ferlini, Alessandro Montanari, Ananta Narayanan Balaji, Cecilia Mascolo, Fahim Kawsar

Dataset, March, 2023

EarSet: A Multi-Modal In-Ear Dataset.

Andrea Ferlini, Alessandro Montanari, Ananta Narayanan Balaji, Cecilia Mascolo, Fahim Kawsar

Dataset, March, 2023

Stereo-BP: Non-Invasive Blood Pressure Sensing with Earables.

Ananta Narayanan Balaji, Andrea Ferlini, Fahim Kawsar, Alessandro Montanari

Proceedings of the 24th International Workshop on Mobile Computing Systems and Applications, 2023

Cancelling Intermodulation Distortions for Otoacoustic Emission Measurements with Earbuds.

Berken Utku Demirel, Khaldoon Al-Naimi, Fahim Kawsar, Alessandro Montanari

Proceedings of the IEEE International Conference on Acoustics, 2023

EarComp 2023: Fourth International Workshop on Earable Computing.

Andrea Ferlini, Alessandro Montanari, Nirupam Roy, Katayoun Farrahi

Proceedings of the Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, 2023

2022

In-Ear PPG for Vital Signs.

Andrea Ferlini, Alessandro Montanari, Chulhong Min, Hongwei Li, Ugo Sassi, Fahim Kawsar

IEEE Pervasive Comput., 2022

Logic-based intelligence for batteryless sensors.

Abu Bakar, Tousif Rahman, Alessandro Montanari, Jie Lei, Rishad A. Shafik, Fahim Kawsar

Proceedings of the HotMobile '22: The 23rd International Workshop on Mobile Computing Systems and Applications, Tempe, Arizona, USA, March 9, 2022

Ultra-Low Power DNN Accelerators for IoT: Resource Characterization of the MAX78000.

Arthur Moss, Hyunjong Lee, Lei Xun, Chulhong Min, Fahim Kawsar, Alessandro Montanari

Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

Adaptive Intelligence for Batteryless Sensors Using Software-Accelerated Tsetlin Machines.

Abu Bakar, Tousif Rahman, Rishad A. Shafik, Fahim Kawsar, Alessandro Montanari

Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

Non-Invasive Blood Pressure Monitoring with Multi-Modal In-Ear Sensing.

Hoang Truong, Alessandro Montanari, Fahim Kawsar

Proceedings of the IEEE International Conference on Acoustics, 2022

EarComp 2022: Third International Workshop on Earable Computing.

Andrea Ferlini, Alessandro Montanari, Xiaoran Fan, Dong Ma

Proceedings of the Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 2022

2021

SynCare: An Innovative Remote Patient Monitoring System Secured by Cryptography and Blockchain.

Claudio Pighini, Alessio Vezzoni, Simone Mainini, Andrea G. Migliavacca, Alessandro Montanari, Maria Renata Guarneri, Enrico G. Caiani, Ambra Cesareo

Proceedings of the Privacy and Identity Management. Between Data Protection and Security, 2021

FatigueSet: A Multi-modal Dataset for Modeling Mental Fatigue and Fatigability.

Manasa Kalanadhabhatta, Chulhong Min, Alessandro Montanari, Fahim Kawsar

Proceedings of the Pervasive Computing Technologies for Healthcare, 2021

Enabling In-Ear Magnetic Sensing: Automatic and User Transparent Magnetometer Calibration.

Andrea Ferlini, Alessandro Montanari, Andreas Grammenos, Robert Harle, Cecilia Mascolo

Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications, 2021

EarComp 2021: Second International Workshop on Earable Computing.

Fahim Kawsar, Robert Harle, Alessandro Montanari, Chulhong Min

Proceedings of the UbiComp/ISWC '21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, 2021

2020

SensiX: A Platform for Collaborative Machine Learning on the Edge.

Chulhong Min, Akhil Mathur, Alessandro Montanari, Utku Günay Acer, Fahim Kawsar

CoRR, 2020

ePerceptive: energy reactive embedded intelligence for batteryless sensors.

Alessandro Montanari, Manuja Sharma, Dainius Jenkus, Mohammed Alloulah, Lorena Qendro, Fahim Kawsar

Proceedings of the SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, 2020

2019

A closer look at quality-aware runtime assessment of sensing models in multi-device environments.

Chulhong Min, Alessandro Montanari, Akhil Mathur, Fahim Kawsar

Proceedings of the 17th Conference on Embedded Networked Sensor Systems, 2019

Degradable inference for energy autonomous vision applications.

Alessandro Montanari, Mohammed Alloulah, Fahim Kawsar

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

An early characterisation of wearing variability on motion signals for wearables.

Chulhong Min, Akhil Mathur, Alessandro Montanari, Fahim Kawsar

Proceedings of the 23rd International Symposium on Wearable Computers, ISWC 2019, London, 2019

Head Motion Tracking Through in-Ear Wearables.

Andrea Ferlini, Alessandro Montanari, Cecilia Mascolo, Robert Harle

Proceedings of the 1st International Workshop on Earable Computing, 2019

Automatic Smile and Frown Recognition with Kinetic Earables.

Seungchul Lee, Chulhong Min, Alessandro Montanari, Akhil Mathur, Youngjae Chang, Junehwa Song, Fahim Kawsar

Proceedings of the 10th Augmented Human International Conference 2019, 2019

2018

Devising and evaluating wearable technology for social dynamics monitoring

Alessandro Montanari

PhD thesis, 2018

Measuring Interaction Proxemics with Wearable Light Tags.

Alessandro Montanari, Tian Zhao, Elena Francu, Benjamin Lucas, Brian Jones, Xia Zhou, Cecilia Mascolo

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

Surveying Areas in Developing Regions Through Context Aware Drone Mobility.

Alessandro Montanari, Fredrika Kringberg, Alice Valentini, Cecilia Mascolo, Amanda Prorok

Proceedings of the 4th ACM Workshop on Micro Aerial Vehicle Networks, 2018

Cross-Modal Approach for Conversational Well-being Monitoring with Multi-Sensory Earables.

Chulhong Min, Alessandro Montanari, Akhil Mathur, Seungchul Lee, Fahim Kawsar

Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

eSense: Open Earable Platform for Human Sensing.

Fahim Kawsar, Chulhong Min, Akhil Mathur, Alessandro Montanari, Utku Günay Acer, Marc Van den Broeck

Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

2017

Detecting Emerging Activity-Based Working Traits through Wearable Technology.

Alessandro Montanari, Cecilia Mascolo, Kerstin Sailer, Sarfraz Nawaz

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

A Study of Bluetooth Low Energy performance for human proximity detection in the workplace.

Alessandro Montanari, Sarfraz Nawaz, Cecilia Mascolo, Kerstin Sailer

Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications, 2017

Mobile sensing for social interaction monitoring and modelling.

Alessandro Montanari

Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

2016

Understanding the Privacy Design Space for Personal Connected Objects.

Alessandro Montanari, Afra J. Mashhadi, Akhil Mathur, Fahim Kawsar

Proceedings of the HCI 2016, 2016

2015

Multimodal Indoor Social Interaction Sensing and Real-time Feedback for Behavioural Intervention.

Alessandro Montanari

Proceedings of the 2015 Workshop on Wireless of the Students, 2015

2014

REST assured, we manage your microgrid.

Alessandro Montanari, Yvonne-Anne Pignolet, Ettore Ferranti

Proceedings of the 2014 IEEE International Conference on Smart Grid Communications, 2014

2013

Plug&Play site management or, why your solar panel should be like your webcam.

Ettore Ferranti, Alessandro Montanari, Yvonne-Anne Pignolet, Igor Zablotchi

Proceedings of the 11th ACM Conference on Embedded Network Sensor Systems, 2013