Filipe Barata

According to our database, Filipe Barata authored at least 13 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Circadian rhythm analysis using wearable-based accelerometry as a digital biomarker of aging and healthspan.

Jinjoo Shim, Elgar Fleisch, Filipe Barata

npj Digit. Medicine, 2024

CLAID: Closing the Loop on AI & Data Collection - A cross-platform transparent computing middleware framework for smart edge-cloud and digital biomarker applications.

Patrick Langer, Stephan Altmüller, Elgar Fleisch, Filipe Barata

Future Gener. Comput. Syst., 2024

2023

CLAID: Closing the Loop on AI & Data Collection - A Cross-Platform Transparent Computing Middleware Framework for Smart Edge-Cloud and Digital Biomarker Applications.

Patrick Langer, Elgar Fleisch, Filipe Barata

CoRR, 2023

Precise Segmentation of U.S. Adults from 24-Hour Wearable-based Physical Activity Profiles Using Machine Learning Clustering.

Jinjoo Shim, Elgar Fleisch, Filipe Barata

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

2022

TripletCough: Cougher Identification and Verification From Contact-Free Smartphone-Based Audio Recordings Using Metric Learning.

Stefan Jokic, David Cleres, Frank Rassouli, Claudia Steurer-Stey, Milo A. Puhan, Martin H. Brutsche, Elgar Fleisch, Filipe Barata

IEEE J. Biomed. Health Informatics, 2022

2021

FLIRT: A feature generation toolkit for wearable data.

Simon Föll, Martin Maritsch, Federica Spinola, Varun Mishra, Filipe Barata, Tobias Kowatsch, Elgar Fleisch, Felix Wortmann

Comput. Methods Programs Biomed., 2021

Lena: a Voice-Based Conversational Agent for Remote Patient Monitoring in Chronic Obstructive Pulmonary Disease.

David Cleres, Frank Rassouli, Martin H. Brutsche, Tobias Kowatsch, Filipe Barata

Proceedings of the Joint Proceedings of the ACM IUI 2021 Workshops co-located with 26th ACM Conference on Intelligent User Interfaces (ACM IUI 2021), 2021

2019

Driver Identification via the Steering Wheel.

Bernhard Gahr, Shu Liu, Kevin Koch, Filipe Barata, André Dahlinger, Benjamin Ryder, Elgar Fleisch, Felix Wortmann

CoRR, 2019

Towards Device-Agnostic Mobile Cough Detection with Convolutional Neural Networks.

Filipe Barata, Kevin Kipfer, Maurice Weber, Peter Tinschert, Elgar Fleisch, Tobias Kowatsch

Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019

2017

Enhancing Asthma Control through IT: Design, Implementation and Planned Evaluation of the Mobile Asthma Companion.

Peter Tinschert, Filipe Barata, Tobias Kowatsch

Proceedings of the Towards Thought Leadership in Digital Transformation: 13. Internationale Tagung Wirtschaftsinformatik, 2017

Design and Evaluation of a Mobile Chat App for the Open Source Behavioral Health Intervention Platform MobileCoach.

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

Proceedings of the Designing the Digital Transformation - 12th International Conference, 2017

2016

Towards the Design of a Smartphone-Based Biofeedback Breathing Training: Indentifying Diaphragmatic Breathing Patterns From a Smartphones' Microphone.

Chen-Hsuan Iris Shih, Tobias Kowatsch, Peter Tinschert, Filipe Barata, Marcia Katharina Nißen

Proceedings of the 10th Mediterranean Conference on Information Systems, 2016

Personal MobileCoach: tailoring behavioral interventions to the needs of individual participants.

Filipe Barata, Tobias Kowatsch, Peter Tinschert, Andreas Filler

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016