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Journal Articles

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2016
[j6]
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  - journals/simeuro/FallmannK16
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Sarah Fallmann, Johannes Kropf:
Human Activity Pattern Recognition based on Continuous Data from a Body Worn Sensor placed on the Hand Wrist using Hidden Markov Models. Simul. Notes Eur. 26(1): 9-16 (2016)
2015
[j5]
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Sarah Fallmann, Johannes Kropf:
Learning the Structure of Graphical Models Based on Discrete Time Series Data in the Context of Ambient Assisted Living. Simul. Notes Eur. 25(3-4): 157-164 (2015)
[j4]
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Dominik Brunmeir, Johannes Kropf:
Decision Making in Ambient Assisted Living Environments based on Uncertain and Fuzzy Data. Simul. Notes Eur. 25(3-4): 179-184 (2015)
2014
[j3]
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Andreas Hochgatterer, Mario Drobics, Johannes Kropf, Manfred Bammer, Peter Kastner, Michaela Fritz:
Ambient Assisted Living - Intelligente Assistenz durch M2M-Technologien. Elektrotech. Informationstechnik 131(1): 26-32 (2014)
2013
[j2]
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Bernhard Hametner, Siegfried Wassertheurer, Johannes Kropf, Christopher C. Mayer, Andreas Holzinger, Bernd Eber, Thomas Weber:
Wave reflection quantification based on pressure waveforms alone - Methods, comparison, and clinical covariates. Comput. Methods Programs Biomed. 109(3): 250-259 (2013)
2011
[j1]
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Stefan Rosenkranz, Christopher C. Mayer, Johannes Kropf, Siegfried Wassertheurer:
Intelligent multichannel sensors for pulse wave analysis. Math. Comput. Simul. 82(3): 483-493 (2011)

Conference and Workshop Papers

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2024
[c21]
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Katja Neureiter, Leen Broeckx, Markus Garschall, Kim Helsen, Johannes Kropf:
Supporting Well-Being: Exploring the Value of a Digital Coach for Older Adults in the Transition from Work to Retirement. dHealth 2024: 34-40
2021
[c20]
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Kai Gand, Lars Böcking, Karl Kreiner, Hannes Schlieter, Martin Burwitz, Carola Gißke, Patrick Philipp, Johannes Kropf:
Technically Representing Clinical Knowledge for Rehabilitation Care. MIE 2021: 570-574
2020
[c19]
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Miroslav Sili, Johannes Kropf, Sten Hanke:
UX in IxD - User Experience in Interaction Design. HCI (1) 2020: 147-159
[c18]
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Johannes Kropf, Niklas Aron Hungerländer, Kai Gand, Hannes Schlieter:
Transforming Rehabilitation to Virtually Supported Care - The vCare Project. ICMI Companion 2020: 261-264
2019
[c17]
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Miroslav Sili, Johannes Kropf, Sten Hanke:
Interaction Design in the Active and Assistive Living Field of Practice. HCI (28) 2019: 480-492
2018
[c16]
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Deepika Singh, Ismini Psychoula, Johannes Kropf, Sten Hanke, Andreas Holzinger:
Users' Perceptions and Attitudes Towards Smart Home Technologies. ICOST 2018: 203-214
[c15]
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  - conf/percom/PsychoulaMS0CHK18
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Ismini Psychoula, Erinc Merdivan, Deepika Singh, Liming Chen, Feng Chen, Sten Hanke, Johannes Kropf, Andreas Holzinger, Matthieu Geist:
A Deep Learning Approach for Privacy Preservation in Assisted Living. PerCom Workshops 2018: 710-715
[c14]
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Eduardo Machado, Deepika Singh, Federico Cruciani, Liming Chen, Sten Hanke, Fernando Salvago, Johannes Kropf, Andreas Holzinger:
A Conceptual framework for Adaptive User Interfaces for older adults. PerCom Workshops 2018: 782-787
2017
[c13]
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Deepika Singh, Johannes Kropf, Sten Hanke, Andreas Holzinger:
Ambient Assisted Living Technologies from the Perspectives of Older People and Professionals. CD-MAKE 2017: 255-266
[c12]
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Deepika Singh, Erinc Merdivan, Ismini Psychoula, Johannes Kropf, Sten Hanke, Matthieu Geist, Andreas Holzinger:
Human Activity Recognition Using Recurrent Neural Networks. CD-MAKE 2017: 267-274
[c11]
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Claudia Oppenauer-Meerskraut, Johannes Kropf, Anna Bösendorfer, Matthias Gira, Mario Heller, Kerstin Lampel, Andreas Kumpf, Tanja Stamm:
I Don't like Gaming, It Leads to a Pressure to Perform: Older Adults Refused Gaming Elements in a Digital Home-based Physical Training Programme in Two Qualitative Studies. CHIRA 2017: 178-184
[c10]
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Nesrin Ates, Georg Aumayr, Mario Drobics, Kristina Maria Förster, Christopher Frauenberger, Markus Garschall, Manfred Kofler, Daniela Krainer, Johannes Kropf, Kurt Majcen, Johannes Oberzaucher, Felix Piazolo, Angelika Rzepka, Julia Sauskojus, Cornelia Schneider, Andreas Stainer-Hochgatterer, Nadine Sturm, Uli Waibel, Viktoria Willner:
Assistive Solutions in Practice: Experiences from AAL Pilot Regions in Austria. eHealth 2017: 184-195
[c9]
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Mark Scase, Blessing Marandure, Jennie Hancox, Karl Kreiner, Sten Hanke, Johannes Kropf:
Development of and Adherence to a Computer-Based Gamified Environment Designed to Promote Health and Wellbeing in Older People with Mild Cognitive Impairment. eHealth 2017: 348-355
2016
[c8]
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  - conf/ehealth360/FallmannK16
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Sarah Fallmann, Johannes Kropf:
Recognizing Human Behaviour from Temporal Sequential Data with Activity Assignment. eHealth 360° 2016: 419-424
[c7]
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  - conf/mobihealth/KropfKR16
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Johannes Kropf, Samat Kadyrov, Lukas Roedl:
Modular IoT Platform for AAL and Home Care Using Bluetooth Low Energy. MobiHealth 2016: 132-137
[c6]
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Sarah Fallmann, Johannes Kropf:
Human Activity Recognition of Continuous Data Using Hidden Markov Models and the Aspect of Including Discrete Data. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld 2016: 121-126
2015
[c5]
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Miroslav Sili, Daniel Bolliger, Jürgen Morak, Matthias Gira, Kerstin Wessig, Dominik Brunmeir, Johannes Kropf, Hilda Tellioglu:
YouDo - we help! - An Open Information and Training Platform for Informal Caregivers. AAATE Conf. 2015: 873-877
[c4]
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  - conf/birs/SinghMHKGH15
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Deepika Singh, Erinc Merdivan, Sten Hanke, Johannes Kropf, Matthieu Geist, Andreas Holzinger:
Convolutional and Recurrent Neural Networks for Activity Recognition in Smart Environment. BIRS-IMLKE 2015: 194-205
[c3]
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Davide Bacciu, Stefano Chessa, Claudio Gallicchio, Alessio Micheli, Erina Ferro, Luigi Fortunati, Filippo Palumbo, Oberdan Parodi, Federico Vozzi, Sten Hanke, Johannes Kropf, Karl Kreiner:
Smart Environments and Context-Awareness for Lifestyle Management in a Healthy Active Ageing Framework. EPIA 2015: 54-66
2012
[c2]
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  - conf/ph/KropfRH12
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Johannes Kropf, Lukas Roedl, Andreas Hochgatterer:
A modular and flexible system for activity recognition and smart home control based on nonobtrusive sensors. PervasiveHealth 2012: 245-251
2010
[c1]
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Sten Hanke, Christopher C. Mayer, Johannes Kropf, Andreas Hochgatterer:
A Need for an Interoperable Open Source Middleware for Ambient Assisted Living Applications - A Position Paper. HEALTHINF 2010: 517-524

Informal and Other Publications

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2018
[i4]
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  - journals/corr/abs-1802-09359
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Ismini Psychoula, Erinc Merdivan, Deepika Singh, Liming Chen, Feng Chen, Sten Hanke, Johannes Kropf, Andreas Holzinger, Matthieu Geist:
A Deep Learning Approach for Privacy Preservation in Assisted Living. CoRR abs/1802.09359 (2018)
[i3]
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  - journals/corr/abs-1804-07144
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Deepika Singh, Erinc Merdivan, Ismini Psychoula, Johannes Kropf, Sten Hanke, Matthieu Geist, Andreas Holzinger:
Human Activity Recognition using Recurrent Neural Networks. CoRR abs/1804.07144 (2018)
[i2]
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  - journals/corr/abs-1804-07151
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Deepika Singh, Johannes Kropf, Sten Hanke, Andreas Holzinger:
Ambient Assisted Living technologies from the perspectives of older people and professionals. CoRR abs/1804.07151 (2018)
[i1]
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  - journals/corr/abs-1810-10401
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Erinc Merdivan, Anastasios Vafeiadis, Dimitrios Kalatzis, Sten Hanke, Johannes Kropf, Konstantinos Votis, Dimitrios Giakoumis, Dimitrios Tzovaras, Liming Chen, Raouf Hamzaoui, Matthieu Geist:
Image-based Natural Language Understanding Using 2D Convolutional Neural Networks. CoRR abs/1810.10401 (2018)

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