Sarah Fallmann

Human Activity Pattern Recognition based on Continuous Data from a Body Worn Sensor placed on the Hand Wrist using Hidden Markov Models

Sarah Fallmann, Johannes Kropf, 2016, Simul. Notes Eur..

Human Activity Recognition of Continuous Data Using Hidden Markov Models and the Aspect of Including Discrete Data

Sarah Fallmann, Johannes Kropf, J. Kropf, 2016, 2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People, and Smart World Congress (UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld).

Learning the Structure of Graphical Models Based on Discrete Time Series Data in the Context of Ambient Assisted Living

Sarah Fallmann, Johannes Kropf, 2015, Simul. Notes Eur..

Computational Sleep Behavior Analysis: A Survey

Liming Chen, Sarah Fallmann, Liming Luke Chen, 2019, IEEE Access.

Detecting Chronic Diseases from Sleep-Wake Behaviour and Clinical Features

Liming Chen, Sarah Fallmann, Liming Chen, 2018, 2018 5th International Conference on Systems and Informatics (ICSAI).

Context, intelligence and interactions for personalized systems

Diego López-de-Ipiña, Liming Chen, Chengsheng Pan, 2018, J. Ambient Intell. Humaniz. Comput..

Reality and perception: Activity monitoring and data collection within a real-world smart home

Liming Chen, Feng Chen, Sarah Fallmann, 2017, 2017 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computed, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI).

Fine-Grained Sleep-Wake Behaviour Analysis

Liming Chen, Sarah Fallmann, Feng Chen, 2019, 2019 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI).

Recognizing Human Behaviour from Temporal Sequential Data with Activity Assignment

Sarah Fallmann, Johannes Kropf, 2016, eHealth 360°.

Towards Self-management of Chronic Diseases in Smart Homes : Physical Exercise Monitoring for Chronic Obstruction Pulmonary Disease Patients

Sten Hanke, Sarah Fallmann, Erinc Merdivan, 2018, 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops).

Wearable accelerometer based extended sleep position recognition

David Walker, Liming Chen, Chengsheng Pan, 2017, 2017 IEEE 19th International Conference on e-Health Networking, Applications and Services (Healthcom).

Enhanced multi-source data analysis for personalized sleep-wake pattern recognition and sleep parameter extraction

Liming Chen, Sarah Fallmann, Feng Chen, 2020 .

A Home-Based IoT-Enabled Framework for Sleep Behaviour Assessment

Feng Chen, Liming Chen, Sarah Fallmann, 2019, 2019 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech).

Real-time sensor observation segmentation for complex activity recognition within smart environments

Liming Chen, Feng Chen, Sarah Fallmann, 2017, 2017 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computed, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI).