Alessandro Montanari

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 36

Top Topics

Machine Learning

Social Interaction

Top Venues

UbiComp/ISWC Adjunct

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

Publications

Irtaza Shahid, Khaldoon Al-Naimi, Ting Dang, Yang Liu, Fahim Kawsar, Alessandro Montanari
Towards Enabling DPOAE Estimation on Single-Speaker Earbuds. ICASSP (2024)
Julia Romero, Andrea Ferlini, Dimitris Spathis, Ting Dang, Katayoun Farrahi, Fahim Kawsar, Alessandro Montanari
OptiBreathe: An Earable-based PPG System for Continuous Respiration Rate, Breathing Phase, and Tidal Volume Monitoring. HotMobile (2024)
Chulhong Min, Akhil Mathur, Utku Günay Acer, Alessandro Montanari, Fahim Kawsar
SensiX++: Bringing MLOps and Multi-tenant Model Serving to Sensory Edge Devices. ACM Trans. Embed. Comput. Syst. 22 (6) (2023)
Chulhong Min, Akhil Mathur, Alessandro Montanari, Fahim Kawsar
SensiX: A System for Best-Effort Inference of Machine Learning Models in Multi-Device Environments. IEEE Trans. Mob. Comput. 22 (9) (2023)
Ananta Narayanan Balaji, Andrea Ferlini, Fahim Kawsar, Alessandro Montanari
Stereo-BP: Non-Invasive Blood Pressure Sensing with Earables. HotMobile (2023)
Berken Utku Demirel, Khaldoon Al-Naimi, Fahim Kawsar, Alessandro Montanari
Cancelling Intermodulation Distortions for Otoacoustic Emission Measurements with Earbuds. ICASSP (2023)
Andrea Ferlini, Alessandro Montanari, Nirupam Roy, Katayoun Farrahi
EarComp 2023: Fourth International Workshop on Earable Computing. UbiComp/ISWC Adjunct (2023)
Berken Utku Demirel, Ting Dang, Khaldoon Al-Naimi, Fahim Kawsar, Alessandro Montanari
Unobtrusive Air Leakage Estimation for Earables with In-ear Microphones. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (4) (2023)
Hoang Truong, Alessandro Montanari, Fahim Kawsar
Non-Invasive Blood Pressure Monitoring with Multi-Modal In-Ear Sensing. ICASSP (2022)
Arthur Moss, Hyunjong Lee, Lei Xun, Chulhong Min, Fahim Kawsar, Alessandro Montanari
Ultra-Low Power DNN Accelerators for IoT: Resource Characterization of the MAX78000. SenSys (2022)
Abu Bakar, Tousif Rahman, Alessandro Montanari, Jie Lei, Rishad A. Shafik, Fahim Kawsar
Logic-based intelligence for batteryless sensors. HotMobile (2022)
Abu Bakar, Tousif Rahman, Rishad A. Shafik, Fahim Kawsar, Alessandro Montanari
Adaptive Intelligence for Batteryless Sensors Using Software-Accelerated Tsetlin Machines. SenSys (2022)
Andrea Ferlini, Alessandro Montanari, Xiaoran Fan, Dong Ma
EarComp 2022: Third International Workshop on Earable Computing. UbiComp/ISWC Adjunct (2022)
Andrea Ferlini, Alessandro Montanari, Chulhong Min, Hongwei Li, Ugo Sassi, Fahim Kawsar
In-Ear PPG for Vital Signs. IEEE Pervasive Comput. 21 (1) (2022)
Andrea Ferlini, Alessandro Montanari, Andreas Grammenos, Robert Harle, Cecilia Mascolo
Enabling In-Ear Magnetic Sensing: Automatic and User Transparent Magnetometer Calibration. PerCom (2021)
Fahim Kawsar, Robert Harle, Alessandro Montanari, Chulhong Min
EarComp 2021: Second International Workshop on Earable Computing. UbiComp/ISWC Adjunct (2021)
Manasa Kalanadhabhatta, Chulhong Min, Alessandro Montanari, Fahim Kawsar
FatigueSet: A Multi-modal Dataset for Modeling Mental Fatigue and Fatigability. PervasiveHealth (2021)
Chulhong Min, Akhil Mathur, Utku Günay Acer, Alessandro Montanari, Fahim Kawsar
SensiX++: Bringing MLOPs and Multi-tenant Model Serving to Sensory Edge Devices. CoRR (2021)
Claudio Pighini, Alessio Vezzoni, Simone Mainini, Andrea G. Migliavacca, Alessandro Montanari, Maria Renata Guarneri, Enrico G. Caiani, Ambra Cesareo
SynCare: An Innovative Remote Patient Monitoring System Secured by Cryptography and Blockchain. Privacy and Identity Management (2021)
Chulhong Min, Akhil Mathur, Alessandro Montanari, Utku Günay Acer, Fahim Kawsar
SensiX: A Platform for Collaborative Machine Learning on the Edge. CoRR (2020)
Alessandro Montanari, Manuja Sharma, Dainius Jenkus, Mohammed Alloulah, Lorena Qendro, Fahim Kawsar
ePerceptive: energy reactive embedded intelligence for batteryless sensors. SenSys (2020)
Chulhong Min, Akhil Mathur, Alessandro Montanari, Fahim Kawsar
An early characterisation of wearing variability on motion signals for wearables. UbiComp (2019)
Alessandro Montanari, Mohammed Alloulah, Fahim Kawsar
Degradable inference for energy autonomous vision applications. UbiComp/ISWC Adjunct (2019)
Chulhong Min, Alessandro Montanari, Akhil Mathur, Fahim Kawsar
A closer look at quality-aware runtime assessment of sensing models in multi-device environments. SenSys (2019)
Andrea Ferlini, Alessandro Montanari, Cecilia Mascolo, Robert Harle
Head Motion Tracking Through in-Ear Wearables. EarComp@UbiComp (2019)
Seungchul Lee, Chulhong Min, Alessandro Montanari, Akhil Mathur, Youngjae Chang, Junehwa Song, Fahim Kawsar
Automatic Smile and Frown Recognition with Kinetic Earables. AH (2019)
Alessandro Montanari, Tian Zhao, Elena Francu, Benjamin Lucas, Brian Jones, Xia Zhou, Cecilia Mascolo
Measuring Interaction Proxemics with Wearable Light Tags. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (1) (2018)
Fahim Kawsar, Chulhong Min, Akhil Mathur, Alessandro Montanari, Utku Günay Acer, Marc Van den Broeck
eSense: Open Earable Platform for Human Sensing. UbiComp/ISWC Adjunct (2018)
Chulhong Min, Alessandro Montanari, Akhil Mathur, Seungchul Lee, Fahim Kawsar
Cross-Modal Approach for Conversational Well-being Monitoring with Multi-Sensory Earables. UbiComp/ISWC Adjunct (2018)
Fahim Kawsar, Chulhong Min, Akhil Mathur, Alessandro Montanari, Utku Günay Acer, Marc Van den Broeck
eSense: Open Earable Platform for Human Sensing. SenSys (2018)
Alessandro Montanari, Fredrika Kringberg, Alice Valentini, Cecilia Mascolo, Amanda Prorok
Surveying Areas in Developing Regions Through Context Aware Drone Mobility. DroNet@MobiSys (2018)
Alessandro Montanari
Mobile sensing for social interaction monitoring and modelling. PerCom Workshops (2017)
Alessandro Montanari, Sarfraz Nawaz, Cecilia Mascolo, Kerstin Sailer
A Study of Bluetooth Low Energy performance for human proximity detection in the workplace. PerCom (2017)
Alessandro Montanari, Cecilia Mascolo, Kerstin Sailer, Sarfraz Nawaz
Detecting Emerging Activity-Based Working Traits through Wearable Technology. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1 (3) (2017)
Alessandro Montanari, Afra J. Mashhadi, Akhil Mathur, Fahim Kawsar
Understanding the Privacy Design Space for Personal Connected Objects. BCS HCI (2016)
Alessandro Montanari
Multimodal Indoor Social Interaction Sensing and Real-time Feedback for Behavioural Intervention. S3@MobiCom (2015)
Alessandro Montanari, Yvonne-Anne Pignolet, Ettore Ferranti
REST assured, we manage your microgrid. SmartGridComm (2014)
Ettore Ferranti, Alessandro Montanari, Yvonne-Anne Pignolet, Igor Zablotchi
Plug&Play site management or, why your solar panel should be like your webcam. SenSys (2013)