Filipe Barata

22 papers A* 1Journal 11Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
EvoMorph: Counterfactual Explanations for Continuous Time-Series Extrinsic Regression Applied to Photoplethysmography.
CoRR
Mesut Ceylan, Alexis Tabin, Patrick Langer, Elgar Fleisch, Filipe Barata
2025 J jnl
Comparative Efficacy of Commercial Wearables for Circadian Rhythm Home Monitoring From Activity, Heart Rate, and Core Body Temperature.
IEEE J. Biomed. Health Informatics
Fan Wu, Patrick Langer, Jinjoo Shim, Elgar Fleisch, Filipe Barata
2025 J jnl
CosinorAge: Unified Python and Web Platform for Biological Age Estimation from Wearable- and Smartwatch-Based Activity Rhythms.
CoRR
Jinjoo Shim, Jacob Hunecke, Elgar Fleisch, Filipe Barata
2025 J jnl
GeHirNet: A Gender-Aware Hierarchical Model for Voice Pathology Classification.
CoRR
Fan Wu, Kaicheng Zhao, Elgar Fleisch, Filipe Barata
2025 A* conf
Moving Beyond the Simulator: Interaction-Based Drunk Driving Detection in a Real Vehicle Using Driver Monitoring Cameras and Real-Time Vehicle Data.
CHI
Robin Deuber, Patrick Langer, Mathias Kraus, Matthias Pfäffli, Matthias Bantle, Filipe Barata, Florian von Wangenheim, Elgar Fleisch, Wolfgang Weinmann, Felix Wortmann
2025 J jnl
OpenTSLM: Time-Series Language Models for Reasoning over Multivariate Medical Text- and Time-Series Data.
CoRR
Patrick Langer, Thomas Kaar, Max Rosenblattl, Maxwell A. Xu, Winnie Chow, Martin Maritsch, Aradhana Verma, Brian Han, Daniel Seung Kim, Henry Chubb, Scott R. Ceresnak, Aydin Zahedivash, Alexander T. Sandhu, Fátima Rodriguez, Daniel McDuff, Elgar Fleisch, Oliver O. Aalami, Filipe Barata, Paul Schmiedmayer
2024 J jnl
CLAID: Closing the Loop on AI & Data Collection - A cross-platform transparent computing middleware framework for smart edge-cloud and digital biomarker applications.
Future Gener. Comput. Syst.
Patrick Langer, Stephan Altmüller, Elgar Fleisch, Filipe Barata
2024 J jnl
Circadian rhythm analysis using wearable-based accelerometry as a digital biomarker of aging and healthspan.
npj Digit. Medicine
Jinjoo Shim, Elgar Fleisch, Filipe Barata
2024 — conf
Cough Classification of Unknown Emerging Respiratory Disease with Federated Learning.
EMBC
Mesut Ceylan, Frank Rassouli, Maximilian Boesch, Martin H. Brutsche, Elgar Fleisch, Filipe Barata
2024 — conf
XGBAge: Prediction and Identification of Factors Influencing Biological Age Using Wearable Accelerometer Data.
EMBC
Jinjoo Shim, Elgar Fleisch, Filipe Barata
2023 J jnl
CLAID: Closing the Loop on AI & Data Collection - A Cross-Platform Transparent Computing Middleware Framework for Smart Edge-Cloud and Digital Biomarker Applications.
CoRR
Patrick Langer, Elgar Fleisch, Filipe Barata
2023 — conf
Precise Segmentation of U.S. Adults from 24-Hour Wearable-based Physical Activity Profiles Using Machine Learning Clustering.
ICHI
Jinjoo Shim, Elgar Fleisch, Filipe Barata
2023 — conf
Renewable Energy Communities a Practical Case Study Implementation.
ICECET
Tiago Ideias, Luís Elvas, Filipe Barata
2022 J jnl
TripletCough: Cougher Identification and Verification From Contact-Free Smartphone-Based Audio Recordings Using Metric Learning.
IEEE J. Biomed. Health Informatics
Stefan Jokic, David Cleres, Frank Rassouli, Claudia Steurer-Stey, Milo A. Puhan, Martin H. Brutsche, Elgar Fleisch, Filipe Barata
2021 J jnl
FLIRT: A feature generation toolkit for wearable data.
Comput. Methods Programs Biomed.
Simon Föll, Martin Maritsch, Federica Spinola, Varun Mishra, Filipe Barata, Tobias Kowatsch, Elgar Fleisch, Felix Wortmann
2021 — conf
Lena: a Voice-Based Conversational Agent for Remote Patient Monitoring in Chronic Obstructive Pulmonary Disease.
IUI Workshops
David Cleres, Frank Rassouli, Martin H. Brutsche, Tobias Kowatsch, Filipe Barata
2019 J jnl
Driver Identification via the Steering Wheel.
CoRR
Bernhard Gahr, Shu Liu, Kevin Koch, Filipe Barata, André Dahlinger, Benjamin Ryder, Elgar Fleisch, Felix Wortmann
2019 — conf
Towards Device-Agnostic Mobile Cough Detection with Convolutional Neural Networks.
ICHI
Filipe Barata, Kevin Kipfer, Maurice Weber, Peter Tinschert, Elgar Fleisch, Tobias Kowatsch
2017 — conf
Design and Evaluation of a Mobile Chat App for the Open Source Behavioral Health Intervention Platform MobileCoach.
DESRIST
Tobias Kowatsch, Dirk Volland, Chen-Hsuan Iris Shih, Dominik Rüegger, Florian Künzler, Filipe Barata, Andreas Filler, Dirk Büchter, Björn Brogle, Katrin Heldt, Pauline Gindrat, Nathalie Farpour-Lambert, Dagmar L'Allemand
2017 — conf
Enhancing Asthma Control through IT: Design, Implementation and Planned Evaluation of the Mobile Asthma Companion.
Wirtschaftsinformatik
Peter Tinschert, Filipe Barata, Tobias Kowatsch
2016 — conf
Personal MobileCoach: tailoring behavioral interventions to the needs of individual participants.
UbiComp Adjunct
Filipe Barata, Tobias Kowatsch, Peter Tinschert, Andreas Filler
2016 — conf
Towards the Design of a Smartphone-Based Biofeedback Breathing Training: Indentifying Diaphragmatic Breathing Patterns From a Smartphones' Microphone.
MCIS
Chen-Hsuan Iris Shih, Tobias Kowatsch, Peter Tinschert, Filipe Barata, Marcia Katharina Nißen