Learning the Structure of Graphical Models Based on Discrete Time Series Data in the Context of Ambient Assisted Living. - Sarah Fallmann; Johannes Kropf (Simul. Notes Eur., 2015)

Recognizing Human Behaviour from Temporal Sequential Data with Activity Assignment. - Sarah Fallmann; Johannes Kropf (eHealth 360°, 2016)

Human Activity Recognition of Continuous Data Using Hidden Markov Models and the Aspect of Including Discrete Data. - Sarah Fallmann; Johannes Kropf (UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld, 2016)

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 (Simul. Notes Eur., 2016)

Wearable accelerometer based extended sleep position recognition. - Sarah Fallmann; Rick van Veen; Liming Chen 001; David Walker 014; Feng Chen 004; Chengsheng Pan (Healthcom, 2017)

Reality and perception: Activity monitoring and data collection within a real-world smart home. - Sarah Fallmann; Ismini Psychoula; Liming Chen 001; Feng Chen 004; Julie Doyle; Darpan Triboan (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2017)

Real-time sensor observation segmentation for complex activity recognition within smart environments. - Darpan Triboan; Liming Chen 001; Feng Chen 004; Sarah Fallmann; Ismini Psychoula (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2017)

Detecting Chronic Diseases from Sleep-Wake Behaviour and Clinical Features. - Sarah Fallmann; Liming Chen 001 (ICSAI, 2018)

Towards Self-management of Chronic Diseases in Smart Homes : Physical Exercise Monitoring for Chronic Obstruction Pulmonary Disease Patients. - Jose Gabriel Terius-Padron; Georgios Kapidis; Sarah Fallmann; Erinc Merdivan; Sten Hanke; Rebeca I. García-Betances; María Fernanda Cabrera-Umpiérrez (PerCom Workshops, 2018)

Context, intelligence and interactions for personalized systems. - Liming Chen 001; Sarah Fallmann; Diego López-de-Ipiña; Chengsheng Pan; Huansheng Ning (J. Ambient Intell. Humaniz. Comput., 2018)

A Home-Based IoT-Enabled Framework for Sleep Behaviour Assessment. - Sarah Fallmann; Liming Chen 001; Feng Chen 004 (DASC/PiCom/DataCom/CyberSciTech, 2019)

Fine-Grained Sleep-Wake Behaviour Analysis. - Sarah Fallmann; Liming Chen 001; Feng Chen 004 (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

Computational Sleep Behavior Analysis: A Survey. - Sarah Fallmann; Liming Chen 001 (IEEE Access, 2019)