Advanced TeChnologies and PlatfoRm fOr Smarter ASsisted LivING

Deliverables

Supervisory Board of the Network

D3.4 Training event 4

TE4: Joint training on human machine interaction, open source, standardisation, innovation, IPR, entrepreneurship

D5.5 Final project meeting & conference

Final project meeting & conference

Mid-term review meeting

D3.1 Training event 1

TE1: SH RTD and application overview, user needs and application requirements

D3.2 Training event 2

TE2: Joint training on sensing and monitoring, research methodology and project management

D2.2 Scientific event 1

SE1: Working groups and advisory meetings, definition of scientific target, work-on-progress presentation

D3.5 Training event 5

TE5: Joint training on open SH platform and toolsets, team work, personal career and employability

D5.1 Kick-off meeting

Consortium kick-off meeting

D2.3 Scientific event 2

SE2: Working groups and advisory meetings, and work-on-progress presentation

D2.5 Scientific event 4

SE4: Working groups and advisory meetings, and work-on-progress presentation

D2.7 Four specialised infrastructures for four application categories

Four specialised infrastructures for four application categories

D2.4 Scientific event 3

SE3: Working groups and advisory meetings, and work-on-progress presentation Mid-term research workshop open to outside (maybe in conjunction with an international event)

D2.6 Scientific event 5

SE5: Working groups and advisory meetings, delivery of scientific target, work-on-progress presentation

D3.3 Training event 3

TE3: Joint training on context awareness and behaviour analysis, user-centred design and ethics

D4.1 Project website and mailing lists, Forum

Project website and mailing lists, Forum

D3.6 ESR PhD theses

ESR PhD theses

D4.3 Books and special issues

Books and special issues

D3.7 Best practice of cross-sector partnerships and guidelines

Best practice of cross-sector partnerships and guidelines

D2.9 The open access data repository

The open access data repository

D2.8 Four application demonstrators for four application categories

Four application demonstrators for four application categories

Publications

Wearable Accelerometer Based Extended Sleep Position Recognition

Author(s): Fallmann S., Van Veen R., Chen L., Walker D., Chen F., Pan C.
Published in: Proceedings of the IEEE HealthCom2017 conference, 2017
Publisher: IEEE

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

Author(s): Fallmann S., Psychoula I., Chen L., Chen F., Doyle J., Triboan D.
Published in: Proceedings of the IEEE UIC2017 conference, 2017
Publisher: IEEE

Privacy Modelling and Management for Assisted Living within Smart Homes

Author(s): Ismini Psychoula, Liming Chen and Feng Chen
Published in: 19th International Conference on E-health Networking, Application & Services (Healthcom), 2017
Publisher: IEEE

Recognizing Objects In-the-wild: Where Do We Stand?

Author(s): M. Loghmani, B. Caputo, M. Vincze
Published in: IEEE International Conference on Robotics and Automation, 2018
Publisher: IEEE

Acoustic scene classification: from a hybrid classifier to deep learning

Author(s): A. Vafeiadis, D. Kalatzis, K. Votis, D. Giakoumis, D. Tzovaras, L. Chen, R. Hamzaoui
Published in: Proc. DCASE2017 Workshop on Detection and Classification of Acoustic Scenes and Events, Munich, Nov. 2017, 2017
Publisher: DCASE2017
DOI: 10.5281/zenodo.3760461

Audio-based event recognition system for smart homes

Author(s): Anastasios Vafeiadis, Konstantinos Votis, Dimitrios Giakoumis, Dimitrios Tzovaras, Liming Chen, Raouf Hamzaoui
Published in: 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), 2017, Page(s) 1-8, ISBN 978-1-5386-0435-9
Publisher: IEEE
DOI: 10.1109/uic-atc.2017.8397489

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

Author(s): Jose G. Terius-Padron, Georgios Kapidis, Sarah Fallmann, Erinc Merdivan, Sten Hanke, Rebeca I. Garcia-Betances, Maria Fernanda Cabrera-Umpierrez
Published in: 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 2018, Page(s) 776-781, ISBN 978-1-5386-3227-7
Publisher: IEEE
DOI: 10.1109/percomw.2018.8480163

Studying the technological barriers and needs of people with dementia: A quantitative study

Author(s): Nikolaos Liappas, Rebeca Isabel Garcia-Betances, Jose Gabriel Terius-Padron, Maria Fernanda Cabrera-Umpierrez
Published in: 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 2018, Page(s) 884-889, ISBN 978-1-5386-3227-7
Publisher: IEEE
DOI: 10.1109/percomw.2018.8480382

Enabling adaptive interactions to leverage interventions for people with mild cognitive impairments

Author(s): Nikolaos Liappas, Maria Fernanda Cabrera-Umpierrez
Published in: 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 2018, Page(s) 454-455, ISBN 978-1-5386-3227-7
Publisher: IEEE
DOI: 10.1109/percomw.2018.8480274

Where Am I? Comparing CNN and LSTM for Location Classification in Egocentric Videos

Author(s): Georgios Kapidis, Ronald W. Poppe, Elsbeth A. van Dam, Remco C. Veltkamp, Lucas P. J. J. Noldus
Published in: 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 2018, Page(s) 878-883, ISBN 978-1-5386-3227-7
Publisher: IEEE
DOI: 10.1109/percomw.2018.8480258

Action Detection from Egocentric Videos in Daily Living Scenarios

Author(s): G. Kapidis, E. van Dam, R. Poppe, L.P.J.J. Noldus, R.C. Veltkamp
Published in: Measuring Behavior 2018, Issue June 2018, 2018, Page(s) 405-407, ISBN 978-1-910029-39-8
Publisher: Manchester Metropolitan University R.A Grant et al. (Eds.)

Towards Personalize In-home Self-management and interventions for patients with chronic disease.

Author(s): José Gabriel Teriús-Padrón; Rebeca I. García-Betances; María Fernanda Cabrera-Umpiérrez; María Teresa Arredondo Waldmeyer.
Published in: 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Publisher: IEEE
DOI: 10.5281/zenodo.3266019

Towards New Technologies and Applications for Smart Home Assisted Living: Enhancing Cognitive Rehabilitation for People with Mild Cognitive Impairments.

Author(s): Nikolaos Liappas; María Fernanda Cabrera-Umpiérrez; María Teresa Arredondo.
Published in: 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Publisher: IEEE
DOI: 10.5281/zenodo.3266007

Autonomus air quality management system based on Web of Things standard architecture.

Author(s): Jose G. Teriús-Padrón, Ezequiel Simeoni, Rebeca I. García-Betances,Nikolaos Liappas, Eugenio Gaeta, María Fernanda Cabrera-Umpiérrez, and María Teresa Arredondo Waldmeyer.
Published in: The 5th IEEE Smart World Congress - 2nd SmarterAAL workshop, 2019
Publisher: IEEE
DOI: 10.5281/zenodo.3734144

Best practices on personalization and adaptive interaction techniques in the scope of Smart Homes and Active Assisted Living.

Author(s): Nikolaos Liappas, José Gabriel Teriús-Padrón, Eduardo Machado, Mohammad Reza Loghmaniz, Rebeca Isabel García-Betances, Markus Vinczez, Iván Carrillo Queroy and María Fernanda Cabrera-Umpiérrez.
Published in: The 5th IEEE Smart World Congress - 2nd SmarterAAL workshop, 2019
Publisher: IEEE
DOI: 10.5281/zenodo.3734169

Egocentric Hand Track and Object-based Human Action Recognition

Author(s): Georgios Kapidis, Ronald Poppe, Elsbeth van Dam, Lucas P.J.J. Noldus, Remco C. Veltkamp
Published in: 2019 IEEE SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, Issue 19-23 August 2019, 2019
Publisher: IEEE

Energy-based decision engine for household human activity recognition

Author(s): Anastasios Vafeiadis, Thanasis Vafeiadis, Stelios Zikos, Stelios Krinidis, Konstantinos Votis, Dimitrios Giakoumis, Dimosthenis Ioannidis, Dimitrios Tzovaras, Liming Chen, Raouf Hamzaoui
Published in: 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 2018, Page(s) 704-709, ISBN 978-1-5386-3227-7
Publisher: IEEE
DOI: 10.1109/percomw.2018.8480314

Two-Dimensional Convolutional Recurrent Neural Networks for Speech Activity Detection

Author(s): Anastasios Vafeiadis, Eleftherios Fanioudakis, Ilyas Potamitis, Konstantinos Votis, Dimitrios Giakoumis, Dimitrios Tzovaras, Liming Chen, Raouf Hamzaoui
Published in: Interspeech 2019, 2019, Page(s) 2045-2049
Publisher: ISCA
DOI: 10.21437/interspeech.2019-1354

A Privacy-Preserving Wearable Camera Setup for Dietary Event Spotting in Free-Living

Author(s): Giovanni Schiboni, Fabio Wasner, Oliver Amft
Published in: 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 2018, Page(s) 872-877, ISBN 978-1-5386-3227-7
Publisher: IEEE
DOI: 10.1109/percomw.2018.8480222

Sparse natural gesture spotting in free living to monitor drinking with wrist-worn inertial sensors

Author(s): Giovanni Schiboni, Oliver Amft
Published in: Proceedings of the 2018 ACM International Symposium on Wearable Computers - ISWC '18, 2018, Page(s) 140-147, ISBN 9781-450359672
Publisher: ACM Press
DOI: 10.1145/3267242.3267253

Saving energy on wrist-mounted inertial sensors by motion-adaptive duty-cycling in free-living

Author(s): Giovanni Schibon, Oliver Amft
Published in: 2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN), 2018, Page(s) 197-200, ISBN 978-1-5386-1109-8
Publisher: IEEE
DOI: 10.1109/bsn.2018.8329692

Participative app for citizen to assess health risks and increase pollution awareness

Author(s): M. Ottaviano, J.G. Terius-Padron, S. Gonzalez-Martinez, Gloria Cea, M.F. Cabrera-Umpierrez, M.T. Arredondo, S. Guillen
Published in: 2019 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI), 2019, Page(s) 1-1, ISBN 978-1-7281-0848-3
Publisher: IEEE
DOI: 10.1109/bhi.2019.8834574

Multitask Learning to Improve Egocentric Action Recognition

Author(s): Georgios Kapidis, Ronald Poppe, Elsbeth van Dam, Lucas Noldus, Remco Veltkamp
Published in: Proceedings of the IEEE International Conference on Computer Vision Workshops, 2019
Publisher: IEEE

An Assistive Augmented Reality-based Smartglasses Solution for Individuals with Austim Sepctrum Disorder to Improve Their Daily Living Activities Skills,

Author(s): Eduardo Machado, Ivan Carrillo, David Saldaña, Liming Chen
Published in: The 5th IEEE Cyber Science And Technology Congress, DASC-PICom-CBDCom-CyberSciTech 2019, Issue Workshop on Advanced Technologies for Smarter Assisted Living Solutions 2019, 2019
Publisher: ieee

A Conceptual framework for Adaptive User Interfaces for older adults

Author(s): Eduardo Machado, Deepika Singh, Federico Cruciani, Liming Chen, Sten Hanke, Fernando Salvago, Johannes Kropf, Andreas Holzinger
Published in: 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 2018, Page(s) 782-787, ISBN 978-1-5386-3227-7
Publisher: IEEE
DOI: 10.1109/percomw.2018.8480407

Visual Attention-Based Object Detection in Cluttered Environments

Author(s): Eduardo Manuel Silva Machado, Ivan Carrillo, Miguel Collado, Liming Chen
Published in: 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), 2019, Page(s) 133-139, ISBN 978-1-7281-4034-6
Publisher: IEEE
DOI: 10.1109/smartworld-uic-atc-scalcom-iop-sci.2019.00064

A Deep Learning Approach for Privacy Preservation in Assisted Living

Author(s): Ismini Psychoula, Erinc Merdivan, Deepika Singh, Liming Chen, Feng Chen, Sten Hanke, Johannes Kropf, Andreas Holzinger, Matthieu Geist
Published in: 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 2018, Page(s) 710-715, ISBN 978-1-5386-3227-7
Publisher: IEEE
DOI: 10.1109/percomw.2018.8480247

Comparing CNN and Human Crafted Features for Human Activity Recognition

Author(s): Federico Cruciani, Anastasios Vafeiadis, Chris Nugent, Ian Cleland, Paul Mccullagh, Konstantinos Votis, Dimitrios Giakoumis, Dimitrios Tzovaras, Liming Chen, Raouf Hamzaoui
Published in: 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), 2019, Page(s) 960-967, ISBN 978-1-7281-4034-6
Publisher: IEEE
DOI: 10.1109/smartworld-uic-atc-scalcom-iop-sci.2019.00190

Straightforward Recognition of Daily Objects in Smart Environments from Wearable Vision Sensor

Author(s): Javier Medina Quero, Federico Cruciani, Lorenzo Seidenari, Macarena Espinilla, Chris Nugent
Published in: 2019 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 2019, Page(s) 46-51, ISBN 978-1-5386-9151-9
Publisher: IEEE
DOI: 10.1109/percomw.2019.8730860

Preliminary evaluation of a self-management health app by people with cognitive impairment

Author(s): Netzahualcoyotl Hernandez, Federico Cruciani, Jesus Favela, Ian McChesney, Shuai Zhang, Chris Nugent, Ian Cleland
Published in: 2019 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 2019, Page(s) 535-540, ISBN 978-1-5386-9151-9
Publisher: IEEE
DOI: 10.1109/percomw.2019.8730755

A Public Domain Dataset for Human Activity Recognition in Free-Living Conditions

Author(s): Federico Cruciani, Chen Sun, Shuai Zhang, Chris Nugent, Chunping Li, Shaoxu Song, Cheng Cheng, Ian Cleland, Paul Mccullagh
Published in: 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), 2019, Page(s) 166-171, ISBN 978-1-7281-4034-6
Publisher: IEEE
DOI: 10.1109/smartworld-uic-atc-scalcom-iop-sci.2019.00071

A multi-modal virtual coach for behavior change

Author(s): F. Cruciani, C. Nugent, I. Cleland, and P. McCullagh
Published in: Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings, 2017, ISBN 978-1-4577-0219-8
Publisher: IEEE

Rich context information for just-in-time adaptive intervention promoting physical activity

Human Activity Recognition using Recurrent Neural Networks

Author(s): Deepika Singh, Erinc Merdivan, Ismini Psychoula, Johannes Kropf, Sten Hanke, Matthieu Geist and Andreas Holzinger
Published in: Cross Domain Conference for Machine Learning and Knowledge Extraction , 2017, Page(s) 8
Publisher: Lecture Notes in Computer Science

Ambient Assisted Living technologies from the perspectives of older people and professionals

Author(s): Deepika Singh, Johannes Kropf, Sten Hanke and Andreas Holzinger
Published in: Cross Domain Conference for Machine Learning and Knowledge Extraction , 2017, Page(s) 12
Publisher: Lecture Notes in Computer Science

Reconstruct & Crush Network

Author(s): E. Merdivan, M. Loghmani, M. Geist
Published in: Advances in Neural Information Processing Systems, 2017, ISSN 1049-5258
Publisher: MIT Press

Empowering Citizens through Perceptual Sensing of Urban Environmental and Health Data Following a Participative Citizen Science Approach

Author(s): Ottaviano, Beltrán-Jaunsarás, Teriús-Padrón, García-Betances, González-Martínez, Cea, Vera, Cabrera-Umpiérrez, Waldmeyer
Published in: Sensors, Issue 19/13, 2019, Page(s) 2940, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s19132940

Audio content analysis for unobtrusive event detection in smart homes

Author(s): Anastasios Vafeiadis, Konstantinos Votis, Dimitrios Giakoumis, Dimitrios Tzovaras, Liming Chen, Raouf Hamzaoui
Published in: Engineering Applications of Artificial Intelligence, Issue 89, 2020, Page(s) 103226, ISSN 0952-1976
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.engappai.2019.08.020

Printing Wearable Devices in 2D and 3D: An Overview on Mechanical and Electronic Digital Co-design

Author(s): Samira Tansaz, Annalisa Baronetto, Rui Zhang, Adrian Derungs, Oliver Amft
Published in: IEEE Pervasive Computing, 2019, Page(s) 1-13, ISSN 1536-1268
Publisher: IEEE Computer Society
DOI: 10.1109/mprv.2019.2948819

Human Annotated Dialogues Dataset for Natural Conversational Agents

Author(s): Erinc Merdivan, Deepika Singh, Sten Hanke, Johannes Kropf, Andreas Holzinger, Matthieu Geist
Published in: Applied Sciences, Issue 10/3, 2020, Page(s) 762, ISSN 2076-3417
Publisher: MDPI
DOI: 10.3390/app10030762

Feature learning for Human Activity Recognition using Convolutional Neural Networks

Author(s): Federico Cruciani, Anastasios Vafeiadis, Chris Nugent, Ian Cleland, Paul McCullagh, Konstantinos Votis, Dimitrios Giakoumis, Dimitrios Tzovaras, Liming Chen, Raouf Hamzaoui
Published in: CCF Transactions on Pervasive Computing and Interaction, Issue 2/1, 2020, Page(s) 18-32, ISSN 2524-521X
Publisher: Springer
DOI: 10.1007/s42486-020-00026-2

Dialogue Systems for Intelligent Human Computer Interactions

Author(s): Erinc Merdivan, Deepika Singh, Sten Hanke, Andreas Holzinger
Published in: Electronic Notes in Theoretical Computer Science, Issue 343, 2019, Page(s) 57-71, ISSN 1571-0661
Publisher: Elsevier BV
DOI: 10.1016/j.entcs.2019.04.010

H2Al—The Human Health and Activity Laboratory

Author(s): Kåre Synnes, Margareta Lilja, Anneli Nyman, Macarena Espinilla, Ian Cleland, Andres Gabriel Sanchez Comas, Zhoe Comas-Gonzalez, Josef Hallberg, Niklas Karvonen, Wagner Ourique de Morais, Federico Cruciani, Chris Nugent
Published in: Proceedings, Issue 2/19, 2018, Page(s) 1241, ISSN 2504-3900
Publisher: MDPI AG
DOI: 10.3390/proceedings2191241

Intelligent System for the Prevention of Pressure Ulcers by Monitoring Postural Changes with Wearable Inertial Sensors

Author(s): Monroy, Romero, Estévez, Cruciani, Cleland, Nugent, Medina-Quero
Published in: Proceedings, Issue 31/1, 2019, Page(s) 79, ISSN 2504-3900
Publisher: MDPI AG
DOI: 10.3390/proceedings2019031079

Automatic Annotation for Human Activity Recognition in Free Living Using a Smartphone

Author(s): Federico Cruciani, Ian Cleland, Chris Nugent, Paul McCullagh, Kåre Synnes, Josef Hallberg
Published in: Sensors, Issue 18/7, 2018, Page(s) 2203, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s18072203

Convolutional and Recurrent Neural Networks for Activity Recognition in Smart Environment

Author(s): Deepika Singh, Erinc Merdivan, Sten Hanke, Johannes Kropf, Matthieu Geist, Andreas Holzinger
Published in: Issue Towards Integrative Machine Learning and Knowledge Extraction, 2017, Page(s) 194-205
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-69775-8_12

Object Detection-Based Location and Activity Classification from Egocentric Videos: A Systematic Analysis

Author(s): Georgios Kapidis, Ronald Poppe, Elsbeth van Dam, Lucas P. J. J. Noldus, Remco C. Veltkamp
Published in: Smart Assisted Living - Toward An Open Smart-Home Infrastructure, 2020, Page(s) 119-145, ISBN 978-3-030-25589-3
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-25590-9_6

Automatic Dietary Monitoring Using Wearable Accessories

Author(s): Giovanni Schiboni, Oliver Amft
Published in: Seamless Healthcare Monitoring, 2018, Page(s) 369-412, ISBN 978-3-319-69361-3
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-69362-0_13

User-Centered Design in Defining and Developing Health and Well-Being ICT Solutions

Author(s): Nikolaos Liappas, José G. Teriús-Padrón, Rebeca I. García-Betances, María Fernanda Cabrera-Umpiérrez, María Teresa Arredondo
Published in: Smart Assisted Living - Toward An Open Smart-Home Infrastructure, 2020, Page(s) 191-208, ISBN 978-3-030-25589-3
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-25590-9_9

Design, Development and Initial Validation of a Wearable Particulate Matter Monitoring Solution

Author(s): José G. Teriús-Padrón, Rebeca I. García-Betances, Nikolaos Liappas, María F. Cabrera-Umpiérrez, María Teresa Arredondo Waldmeyer
Published in: How AI Impacts Urban Living and Public Health - 17th International Conference, ICOST 2019, New York City, NY, USA, October 14-16, 2019, Proceedings, Issue 11862, 2019, Page(s) 190-196, ISBN 978-3-030-32784-2
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-32785-9_17

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