Silvia Santini

Orcid: 0000-0002-0882-2004

According to our database1, Silvia Santini authored at least 73 papers between 2006 and 2024.

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Bibliography

2024
Lateralization Effects in Electrodermal Activity Data Collected Using Wearable Devices.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., March, 2024

Multi-Frequency Federated Learning for Human Activity Recognition Using Head-Worn Sensors.
Proceedings of the International Conference on Intelligent Environments, 2024

2023
BiHeartS: Bilateral Heart Rate from multiple devices and body positions for Sleep measurement Dataset.
CoRR, 2023

Enhancing XGBoost with Heuristic Smoothing for Transportation Mode and Activity Recognition.
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

Recognition of Engagement from Electrodermal Activity Data Across Different Contexts.
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
Software-Based Remote Network Attestation.
IEEE Trans. Dependable Secur. Comput., 2022

The Role of Model Personalization for Sleep Stage and Sleep Quality Recognition Using Wearables.
IEEE Pervasive Comput., 2022

Heart Rate During Sleep Measured Using Finger-, Wrist- and Chest-Worn Devices: A Comparison Study.
Proceedings of the Pervasive Computing Technologies for Healthcare, 2022

Multi-task Learning for Stress Recognition.
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

On the mismatch between measured and perceived sleep quality.
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

On the Impact of Lateralization in Physiological Signals from Wearable Sensors.
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

Handling Missing Data For Sleep Monitoring Systems.
Proceedings of the 10th International Conference on Affective Computing and Intelligent Interaction, 2022

2021
Biometric recognition using wearable devices in real-life settings.
Pattern Recognit. Lett., 2021

Synchronous Transmissions in Low-Power Wireless: A Survey of Communication Protocols and Network Services.
ACM Comput. Surv., 2021

Hierarchical Classification and Transfer Learning to Recognize Head Gestures and Facial Expressions Using Earbuds.
Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021

Detecting Verbal and Non-Verbal Gestures Using Earables.
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

Automatic Recognition of Flow During Work Activities Using Context and Physiological Signals.
Proceedings of the 9th International Conference on Affective Computing and Intelligent Interaction, 2021

2020
A Multi-Sensor Approach to Automatically Recognize Breaks and Work Activities of Knowledge Workers in Academia.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

Detection of Artifacts in Ambulatory Electrodermal Activity Data.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

2019
Whisper: Fast Flooding for Low-Power Wireless Networks.
ACM Trans. Sens. Networks, 2019

Energy-Aware Coflow and Antenna Scheduling for Hybrid Server-Centric Data Center Networks.
IEEE Trans. Green Commun. Netw., 2019

Using Unobtrusive Wearable Sensors to Measure the Physiological Synchrony Between Presenters and Audience Members.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

Laughter Recognition Using Non-invasive Wearable Devices.
Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2019

Evaluating the accuracy of heart rate sensors based on photoplethysmography for in-the-wild analysis.
Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2019

INFAS: In-Network Flow mAnagement Scheme for SDN Control Plane Protection.
Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2019

2018
Selecting Individual and Population Models for Predicting Human Mobility.
IEEE Trans. Mob. Comput., 2018

Unobtrusive Assessment of Students' Emotional Engagement during Lectures Using Electrodermal Activity Sensors.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

6th DACH+ Conference on Energy informatics (EnInf 2017).
Comput. Sci. Res. Dev., 2018

Energy-efficient SDN control and visualization.
Proceedings of the 2018 IEEE/IFIP Network Operations and Management Symposium, 2018

REMO: Resource efficient distributed network monitoring.
Proceedings of the 2018 IEEE/IFIP Network Operations and Management Symposium, 2018

Using Students' Physiological Synchrony to Quantify the Classroom Emotional Climate.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

2017
Every Byte Counts: Selective Prefetching for Mobile Applications.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

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

Keep the Beat: On-The-Fly Clock Offset Compensation for Synchronous Transmissions in Low-Power Networks.
Proceedings of the 42nd IEEE Conference on Local Computer Networks, 2017

Secure and energy-efficient interconnects for board-to-board communication.
Proceedings of the 17th IEEE International Conference on Ubiquitous Wireless Broadband, 2017

In-classroom self-tracking for teachers and students: preliminary findings from a pilot study.
Proceedings of the Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017

2016
Quantifying the Uncertainty of Next-Place Predictions.
Proceedings of the 8th EAI International Conference on Mobile Computing, 2016

Concurrent Transmissions for Communication Protocols in the Internet of Things.
Proceedings of the 41st IEEE Conference on Local Computer Networks, 2016

2015
Automated customer segmentation based on smart meter data with temperature and daylight sensitivity.
Proceedings of the 2015 IEEE International Conference on Smart Grid Communications, 2015

The UbiDCC Data Set: Collecting Wi-Fi and Bluetooth Scans During a Large-scale Conference.
Proceedings of the 1st Workshop on Context Sensing and Activity Recognition, 2015

An analysis of the YouNow live streaming platform.
Proceedings of the 40th IEEE Local Computer Networks Conference Workshops, 2015

A step towards a protocol-independent measurement framework for dynamic networks.
Proceedings of the 40th IEEE Conference on Local Computer Networks, 2015

Towards enabling concurrent transmissions in heterogeneous networks.
Proceedings of the 14th International Conference on Information Processing in Sensor Networks, 2015

A Metric for Adaptive Routing on Trustworthy Paths.
Proceedings of the Open Problems in Network Security - IFIP WG 11.4 International Workshop, 2015

Household occupancy monitoring using electricity meters.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015

A population model for predicting human mobility.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015

2014
The ECO data set and the performance of non-intrusive load monitoring algorithms.
Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014

Smart heating control with occupancy prediction: how much can one save?
Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

How the availability of Wi-Fi connections influences the use of mobile devices.
Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

Locator: a self-adaptive framework for the recognition of relevant places.
Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

2013
Flexible development of variable software features for mobile business applications.
Proceedings of the 17th International Software Product Line Conference co-located workshops, 2013

On the selection of testbeds for the evaluation of sensor network protocols and applications.
Proceedings of the 14th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2013

On the use of instantaneous entropy to measure the momentary predictability of human mobility.
Proceedings of the 14th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2013

Occupancy Detection from Electricity Consumption Data.
Proceedings of the BuildSys 2013, 2013

Using unlabeled Wi-Fi scan data to discover occupancy patterns of private households.
Proceedings of the 11th ACM Conference on Embedded Network Sensor Systems, 2013

A site properties assessment framework for wireless sensor networks.
Proceedings of the 11th ACM Conference on Embedded Network Sensor Systems, 2013

Towards the benchmarking of ultra-low latency communication protocols for wireless sensor and actuator networks.
Proceedings of the 11th ACM Conference on Embedded Network Sensor Systems, 2013

How long are you staying?: predicting residence time from human mobility traces.
Proceedings of the 19th Annual International Conference on Mobile Computing and Networking, 2013

The influence of temporal and spatial features on the performance of next-place prediction algorithms.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

Automatic socio-economic classification of households using electricity consumption data.
Proceedings of the Fourth International Conference on Future Energy Systems, 2013

Connecting Wireless Sensor Networks to the Robot Operating System.
Proceedings of the 4th International Conference on Ambient Systems, 2013

2012
Improving device-level electricity consumption breakdowns in private households using ON/OFF events.
SIGBED Rev., 2012

CBFR: Bloom filter routing with gradual forgetting for tree-structured wireless sensor networks with mobile nodes.
Proceedings of the 2012 IEEE International Symposium on a World of Wireless, 2012

Towards automatic classification of private households using electricity consumption data.
Proceedings of the BuildSys '12 Proceedings of the Fourth ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings, 2012

2011
Connecting things to the web using programmable low-power WiFi modules.
Proceedings of the Second International Workshop on Web of Things, 2011

The Impact of Network Topology on Collection Performance.
Proceedings of the Wireless Sensor Networks - 8th European Conference, 2011

DISSense: An adaptive ultralow-power communication protocol for wireless sensor networks.
Proceedings of the Distributed Computing in Sensor Systems, 2011

2010
Threads2Events: an automatic code generation approach.
Proceedings of the 6th Workshop on Hot Topics in Embedded Networked Sensors, 2010

2009
Adaptive random sensor selection for field reconstruction in wireless sensor networks.
Proceedings of the 6th Workshop on Data Management for Sensor Networks, 2009

2008
First experiences using wireless sensor networks for noise pollution monitoring.
Proceedings of the workshop on Real-world wireless sensor networks, 2008

Data Collection in Wireless Sensor Networks for Noise Pollution Monitoring.
Proceedings of the Distributed Computing in Sensor Systems, 2008

2007
Adaptive model selection for time series prediction in wireless sensor networks.
Signal Process., 2007

2006
- Prototyping Sensor-Based, Location-Aware Applications in Java.
Proceedings of the Ubiquitous Computing Systems, Third International Symposium, 2006


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