Silvia Santini |

A foundation model for electrodermal activity data

Thu, 01 Jan 2026 00:00:00 +0000

Diagnosing Constraint Awareness for Trustworthy Reinforcement Learning in MEC

Thu, 01 Jan 2026 00:00:00 +0000

Interpretability in Deep Time Series Models Demands Semantic Alignment

Thu, 01 Jan 2026 00:00:00 +0000

Keynote - Beyond Accuracy: The Good, the Bad, and the Unknown in Sensor-Based Human Behavior Modeling

Thu, 01 Jan 2026 00:00:00 +0000

Measured Enough: How Academic Knowledge Workers Negotiate Data Sharing and Control

Thu, 01 Jan 2026 00:00:00 +0000

PhD position: XAI-FinCrime

Mon, 20 Jan 2025 00:00:00 +0000

The People-Centered Computing Lab is looking for a PhD student in machine learning and explainable AI applied to financial crime detection.

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Postdoc position: XAI-FinCrime

Mon, 20 Jan 2025 00:00:00 +0000

The People-Centered Computing Lab is looking for a postdoctoral researcher in machine learning and explainable AI for financial crime detection and prevention.

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Blue Mondays and Happy Meals: Investigating the Impact of Contextual Factors on Mood States

Wed, 01 Jan 2025 00:00:00 +0000

Causally Reliable Concept Bottleneck Models

Wed, 01 Jan 2025 00:00:00 +0000

Causally Reliable Concept Bottleneck Models

Wed, 01 Jan 2025 00:00:00 +0000

Exploring Generalist Foundation Models for Time Series of Electrodermal Activity Data

Wed, 01 Jan 2025 00:00:00 +0000

Multi-Frequency Federated Learning for Human Activity Recognition Using Head-Worn Sensors

Wed, 01 Jan 2025 00:00:00 +0000

Robust PPG Authentication: The Role of Temporal, Individual, and State Variability

Wed, 01 Jan 2025 00:00:00 +0000

Unobtrusive Perceived Sleep Quality Monitoring in the Wild

Wed, 01 Jan 2025 00:00:00 +0000

Lateralization Effects in Electrodermal Activity Data Collected Using Wearable Devices

Mon, 01 Jan 2024 00:00:00 +0000

Modeling Perceived Sleep Quality Through Objective and Subjective Data

Mon, 01 Jan 2024 00:00:00 +0000

Multi-Frequency Federated Learning for Human Activity Recognition Using Head-Worn Sensors

Mon, 01 Jan 2024 00:00:00 +0000

BiHeartS: Bilateral Heart Rate from multiple devices and body positions for Sleep measurement Dataset

Sun, 01 Jan 2023 00:00:00 +0000

Enhancing XGBoost with Heuristic Smoothing for Transportation Mode and Activity Recognition

Sun, 01 Jan 2023 00:00:00 +0000

Recognition of Engagement from Electrodermal Activity Data Across Different Contexts

Sun, 01 Jan 2023 00:00:00 +0000

Prof. Silvia Santini’s contribution on La Regione

Mon, 21 Nov 2022 00:00:00 +0000

Professor Silvia Santini discussed how digital devices and apps are increasingly integrated into daily life and how this creates both concerns and opportunities for well-being.

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Our group members ranked among the world’s top 2% of scientists

Wed, 26 Oct 2022 00:00:00 +0000

Marc Langheinrich and Martin Gjoreski were included in Stanford University and Elsevier science-wide citation indicator lists for top scientists.

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Daniel Gatica-Perez presents Towards Increasing Diversity in Mobile Sensing Research

Tue, 18 Oct 2022 00:00:00 +0000

Professor Silvia Santini hosted Daniel Gatica-Perez from EPFL for a seminar on diversity and mobile sensing research.

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Prof. Marc Langheinrich’s contribution on La Regione

Mon, 21 Feb 2022 00:00:00 +0000

Professor Marc Langheinrich discussed digital privacy and the evolution of personal data handling in a feature with La Regione.

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Handling Missing Data For Sleep Monitoring Systems

Sat, 01 Jan 2022 00:00:00 +0000

Heart Rate During Sleep Measured Using Finger-, Wrist- and Chest-Worn Devices: A Comparison Study

Sat, 01 Jan 2022 00:00:00 +0000

Multi-task Learning for Stress Recognition

Sat, 01 Jan 2022 00:00:00 +0000

On the Impact of Lateralization in Physiological Signals from Wearable Sensors

Sat, 01 Jan 2022 00:00:00 +0000

On the mismatch between measured and perceived sleep quality

Sat, 01 Jan 2022 00:00:00 +0000

Software-Based Remote Network Attestation

Sat, 01 Jan 2022 00:00:00 +0000

The Role of Model Personalization for Sleep Stage and Sleep Quality Recognition Using Wearables

Sat, 01 Jan 2022 00:00:00 +0000

Tutorial at the Neuroergonomics 2021 conference in Munich

Mon, 23 Aug 2021 00:00:00 +0000

Martin Gjoreski co-organized a tutorial on machine learning for cognitive load inference from physiological signals at Neuroergonomics 2021.

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Automatic Recognition of Flow During Work Activities Using Context and Physiological Signals

Fri, 01 Jan 2021 00:00:00 +0000

Biometric recognition using wearable devices in real-life settings

Fri, 01 Jan 2021 00:00:00 +0000

Detecting Verbal and Non-Verbal Gestures Using Earables

Fri, 01 Jan 2021 00:00:00 +0000

Hierarchical Classification and Transfer Learning to Recognize Head Gestures and Facial Expressions Using Earbuds

Fri, 01 Jan 2021 00:00:00 +0000

Synchronous Transmissions in Low-Power Wireless: A Survey of Communication Protocols and Network Services

Fri, 01 Jan 2021 00:00:00 +0000

A Multi-Sensor Approach to Automatically Recognize Breaks and Work Activities of Knowledge Workers in Academia

Wed, 01 Jan 2020 00:00:00 +0000

Detection of Artifacts in Ambulatory Electrodermal Activity Data

Wed, 01 Jan 2020 00:00:00 +0000

Synchronous Transmissions in Low-Power Wireless: A Survey of Communication Protocols and Network Services

Wed, 01 Jan 2020 00:00:00 +0000

Energy-Aware Coflow and Antenna Scheduling for Hybrid Server-Centric Data Center Networks

Tue, 01 Jan 2019 00:00:00 +0000

Evaluating the accuracy of heart rate sensors based on photoplethysmography for in-the-wild analysis

Tue, 01 Jan 2019 00:00:00 +0000

INFAS: In-Network Flow mAnagement Scheme for SDN Control Plane Protection

Tue, 01 Jan 2019 00:00:00 +0000

Laughter Recognition Using Non-invasive Wearable Devices

Tue, 01 Jan 2019 00:00:00 +0000

Using Unobtrusive Wearable Sensors to Measure the Physiological Synchrony Between Presenters and Audience Members

Tue, 01 Jan 2019 00:00:00 +0000

Whisper: Fast Flooding for Low-Power Wireless Networks

Tue, 01 Jan 2019 00:00:00 +0000

6th DACH+ Conference on Energy informatics (EnInf 2017)

Mon, 01 Jan 2018 00:00:00 +0000

Energy-efficient SDN control and visualization

Mon, 01 Jan 2018 00:00:00 +0000

REMO: Resource efficient distributed network monitoring

Mon, 01 Jan 2018 00:00:00 +0000

Selecting Individual and Population Models for Predicting Human Mobility

Mon, 01 Jan 2018 00:00:00 +0000

Unobtrusive Assessment of Students' Emotional Engagement during Lectures Using Electrodermal Activity Sensors

Mon, 01 Jan 2018 00:00:00 +0000

Using Students' Physiological Synchrony to Quantify the Classroom Emotional Climate

Mon, 01 Jan 2018 00:00:00 +0000

Whisper: Fast Flooding for Low-Power Wireless Networks

Mon, 01 Jan 2018 00:00:00 +0000

Editorial

Sun, 01 Jan 2017 00:00:00 +0000

Energy-aware coflow and antenna scheduling for hybrid server-centric data center networks

Sun, 01 Jan 2017 00:00:00 +0000

Every Byte Counts: Selective Prefetching for Mobile Applications

Sun, 01 Jan 2017 00:00:00 +0000

In-classroom self-tracking for teachers and students: preliminary findings from a pilot study

Sun, 01 Jan 2017 00:00:00 +0000

Keep the Beat: On-The-Fly Clock Offset Compensation for Synchronous Transmissions in Low-Power Networks

Sun, 01 Jan 2017 00:00:00 +0000

Secure and energy-efficient interconnects for board-to-board communication

Sun, 01 Jan 2017 00:00:00 +0000

Concurrent Transmissions for Communication Protocols in the Internet of Things

Fri, 01 Jan 2016 00:00:00 +0000

Quantifying the Uncertainty of Next-Place Predictions

Fri, 01 Jan 2016 00:00:00 +0000

A Metric for Adaptive Routing on Trustworthy Paths

Thu, 01 Jan 2015 00:00:00 +0000

A population model for predicting human mobility

Thu, 01 Jan 2015 00:00:00 +0000

A step towards a protocol-independent measurement framework for dynamic networks

Thu, 01 Jan 2015 00:00:00 +0000

An analysis of the YouNow live streaming platform

Thu, 01 Jan 2015 00:00:00 +0000

Automated customer segmentation based on smart meter data with temperature and daylight sensitivity

Thu, 01 Jan 2015 00:00:00 +0000

Household occupancy monitoring using electricity meters

Thu, 01 Jan 2015 00:00:00 +0000

The UbiDCC Data Set: Collecting Wi-Fi and Bluetooth Scans During a Large-scale Conference

Thu, 01 Jan 2015 00:00:00 +0000

Towards enabling concurrent transmissions in heterogeneous networks

Thu, 01 Jan 2015 00:00:00 +0000

How the availability of Wi-Fi connections influences the use of mobile devices

Wed, 01 Jan 2014 00:00:00 +0000

Locator: a self-adaptive framework for the recognition of relevant places

Wed, 01 Jan 2014 00:00:00 +0000

Smart heating control with occupancy prediction: how much can one save?

Wed, 01 Jan 2014 00:00:00 +0000

The ECO data set and the performance of non-intrusive load monitoring algorithms

Wed, 01 Jan 2014 00:00:00 +0000

A site properties assessment framework for wireless sensor networks