Advanced TeChnologies and PlatfoRm fOr Smarter ASsisted LivING

Risultati finali

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

Pubblicazioni

Wearable Accelerometer Based Extended Sleep Position Recognition

Autori: Fallmann S., Van Veen R., Chen L., Walker D., Chen F., Pan C.
Pubblicato in: Proceedings of the IEEE HealthCom2017 conference, 2017
Editore: IEEE

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

Autori: Fallmann S., Psychoula I., Chen L., Chen F., Doyle J., Triboan D.
Pubblicato in: Proceedings of the IEEE UIC2017 conference, 2017
Editore: IEEE

Privacy Modelling and Management for Assisted Living within Smart Homes

Autori: Ismini Psychoula, Liming Chen and Feng Chen
Pubblicato in: 19th International Conference on E-health Networking, Application & Services (Healthcom), 2017
Editore: IEEE

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

Autori: M. Loghmani, B. Caputo, M. Vincze
Pubblicato in: IEEE International Conference on Robotics and Automation, 2018
Editore: IEEE

Acoustic scene classification: from a hybrid classifier to deep learning

Autori: A. Vafeiadis, D. Kalatzis, K. Votis, D. Giakoumis, D. Tzovaras, L. Chen, R. Hamzaoui
Pubblicato in: Proc. DCASE2017 Workshop on Detection and Classification of Acoustic Scenes and Events, Munich, Nov. 2017, 2017
Editore: DCASE2017
DOI: 10.5281/zenodo.3760461

Audio-based event recognition system for smart homes

Autori: Anastasios Vafeiadis, Konstantinos Votis, Dimitrios Giakoumis, Dimitrios Tzovaras, Liming Chen, Raouf Hamzaoui
Pubblicato 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, Pagina/e 1-8, ISBN 978-1-5386-0435-9
Editore: 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

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

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

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

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

Autori: Nikolaos Liappas, Maria Fernanda Cabrera-Umpierrez
Pubblicato in: 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 2018, Pagina/e 454-455, ISBN 978-1-5386-3227-7
Editore: IEEE
DOI: 10.1109/percomw.2018.8480274

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

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

Action Detection from Egocentric Videos in Daily Living Scenarios

Autori: G. Kapidis, E. van Dam, R. Poppe, L.P.J.J. Noldus, R.C. Veltkamp
Pubblicato in: Measuring Behavior 2018, Numero June 2018, 2018, Pagina/e 405-407, ISBN 978-1-910029-39-8
Editore: Manchester Metropolitan University R.A Grant et al. (Eds.)

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

Autori: José Gabriel Teriús-Padrón; Rebeca I. García-Betances; María Fernanda Cabrera-Umpiérrez; María Teresa Arredondo Waldmeyer.
Pubblicato in: 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Editore: 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.

Autori: Nikolaos Liappas; María Fernanda Cabrera-Umpiérrez; María Teresa Arredondo.
Pubblicato in: 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Editore: IEEE
DOI: 10.5281/zenodo.3266007

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

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

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

Autori: 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.
Pubblicato in: The 5th IEEE Smart World Congress - 2nd SmarterAAL workshop, 2019
Editore: IEEE
DOI: 10.5281/zenodo.3734169

Egocentric Hand Track and Object-based Human Action Recognition

Autori: Georgios Kapidis, Ronald Poppe, Elsbeth van Dam, Lucas P.J.J. Noldus, Remco C. Veltkamp
Pubblicato in: 2019 IEEE SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, Numero 19-23 August 2019, 2019
Editore: IEEE

Energy-based decision engine for household human activity recognition

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

Two-Dimensional Convolutional Recurrent Neural Networks for Speech Activity Detection

Autori: Anastasios Vafeiadis, Eleftherios Fanioudakis, Ilyas Potamitis, Konstantinos Votis, Dimitrios Giakoumis, Dimitrios Tzovaras, Liming Chen, Raouf Hamzaoui
Pubblicato in: Interspeech 2019, 2019, Pagina/e 2045-2049
Editore: ISCA
DOI: 10.21437/interspeech.2019-1354

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

Autori: Giovanni Schiboni, Fabio Wasner, Oliver Amft
Pubblicato in: 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 2018, Pagina/e 872-877, ISBN 978-1-5386-3227-7
Editore: IEEE
DOI: 10.1109/percomw.2018.8480222

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

Autori: Giovanni Schiboni, Oliver Amft
Pubblicato in: Proceedings of the 2018 ACM International Symposium on Wearable Computers - ISWC '18, 2018, Pagina/e 140-147, ISBN 9781-450359672
Editore: ACM Press
DOI: 10.1145/3267242.3267253

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

Autori: Giovanni Schibon, Oliver Amft
Pubblicato in: 2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN), 2018, Pagina/e 197-200, ISBN 978-1-5386-1109-8
Editore: IEEE
DOI: 10.1109/bsn.2018.8329692

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

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

Multitask Learning to Improve Egocentric Action Recognition

Autori: Georgios Kapidis, Ronald Poppe, Elsbeth van Dam, Lucas Noldus, Remco Veltkamp
Pubblicato in: Proceedings of the IEEE International Conference on Computer Vision Workshops, 2019
Editore: IEEE

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

Autori: Eduardo Machado, Ivan Carrillo, David Saldaña, Liming Chen
Pubblicato in: The 5th IEEE Cyber Science And Technology Congress, DASC-PICom-CBDCom-CyberSciTech 2019, Numero Workshop on Advanced Technologies for Smarter Assisted Living Solutions 2019, 2019
Editore: ieee

A Conceptual framework for Adaptive User Interfaces for older adults

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

Visual Attention-Based Object Detection in Cluttered Environments

Autori: Eduardo Manuel Silva Machado, Ivan Carrillo, Miguel Collado, Liming Chen
Pubblicato 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, Pagina/e 133-139, ISBN 978-1-7281-4034-6
Editore: IEEE
DOI: 10.1109/smartworld-uic-atc-scalcom-iop-sci.2019.00064

A Deep Learning Approach for Privacy Preservation in Assisted Living

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

Comparing CNN and Human Crafted Features for Human Activity Recognition

Autori: Federico Cruciani, Anastasios Vafeiadis, Chris Nugent, Ian Cleland, Paul Mccullagh, Konstantinos Votis, Dimitrios Giakoumis, Dimitrios Tzovaras, Liming Chen, Raouf Hamzaoui
Pubblicato 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, Pagina/e 960-967, ISBN 978-1-7281-4034-6
Editore: IEEE
DOI: 10.1109/smartworld-uic-atc-scalcom-iop-sci.2019.00190

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

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

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

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

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

Autori: Federico Cruciani, Chen Sun, Shuai Zhang, Chris Nugent, Chunping Li, Shaoxu Song, Cheng Cheng, Ian Cleland, Paul Mccullagh
Pubblicato 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, Pagina/e 166-171, ISBN 978-1-7281-4034-6
Editore: IEEE
DOI: 10.1109/smartworld-uic-atc-scalcom-iop-sci.2019.00071

A multi-modal virtual coach for behavior change

Autori: F. Cruciani, C. Nugent, I. Cleland, and P. McCullagh
Pubblicato in: Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings, 2017, ISBN 978-1-4577-0219-8
Editore: IEEE

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

Human Activity Recognition using Recurrent Neural Networks

Autori: Deepika Singh, Erinc Merdivan, Ismini Psychoula, Johannes Kropf, Sten Hanke, Matthieu Geist and Andreas Holzinger
Pubblicato in: Cross Domain Conference for Machine Learning and Knowledge Extraction , 2017, Pagina/e 8
Editore: Lecture Notes in Computer Science

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

Autori: Deepika Singh, Johannes Kropf, Sten Hanke and Andreas Holzinger
Pubblicato in: Cross Domain Conference for Machine Learning and Knowledge Extraction , 2017, Pagina/e 12
Editore: Lecture Notes in Computer Science

Reconstruct & Crush Network

Autori: E. Merdivan, M. Loghmani, M. Geist
Pubblicato in: Advances in Neural Information Processing Systems, 2017, ISSN 1049-5258
Editore: MIT Press

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

Autori: Ottaviano, Beltrán-Jaunsarás, Teriús-Padrón, García-Betances, González-Martínez, Cea, Vera, Cabrera-Umpiérrez, Waldmeyer
Pubblicato in: Sensors, Numero 19/13, 2019, Pagina/e 2940, ISSN 1424-8220
Editore: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s19132940

Audio content analysis for unobtrusive event detection in smart homes

Autori: Anastasios Vafeiadis, Konstantinos Votis, Dimitrios Giakoumis, Dimitrios Tzovaras, Liming Chen, Raouf Hamzaoui
Pubblicato in: Engineering Applications of Artificial Intelligence, Numero 89, 2020, Pagina/e 103226, ISSN 0952-1976
Editore: 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

Autori: Samira Tansaz, Annalisa Baronetto, Rui Zhang, Adrian Derungs, Oliver Amft
Pubblicato in: IEEE Pervasive Computing, 2019, Pagina/e 1-13, ISSN 1536-1268
Editore: IEEE Computer Society
DOI: 10.1109/mprv.2019.2948819

Human Annotated Dialogues Dataset for Natural Conversational Agents

Autori: Erinc Merdivan, Deepika Singh, Sten Hanke, Johannes Kropf, Andreas Holzinger, Matthieu Geist
Pubblicato in: Applied Sciences, Numero 10/3, 2020, Pagina/e 762, ISSN 2076-3417
Editore: MDPI
DOI: 10.3390/app10030762

Feature learning for Human Activity Recognition using Convolutional Neural Networks

Autori: Federico Cruciani, Anastasios Vafeiadis, Chris Nugent, Ian Cleland, Paul McCullagh, Konstantinos Votis, Dimitrios Giakoumis, Dimitrios Tzovaras, Liming Chen, Raouf Hamzaoui
Pubblicato in: CCF Transactions on Pervasive Computing and Interaction, Numero 2/1, 2020, Pagina/e 18-32, ISSN 2524-521X
Editore: Springer
DOI: 10.1007/s42486-020-00026-2

Dialogue Systems for Intelligent Human Computer Interactions

Autori: Erinc Merdivan, Deepika Singh, Sten Hanke, Andreas Holzinger
Pubblicato in: Electronic Notes in Theoretical Computer Science, Numero 343, 2019, Pagina/e 57-71, ISSN 1571-0661
Editore: Elsevier BV
DOI: 10.1016/j.entcs.2019.04.010

H2Al—The Human Health and Activity Laboratory

Autori: 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
Pubblicato in: Proceedings, Numero 2/19, 2018, Pagina/e 1241, ISSN 2504-3900
Editore: MDPI AG
DOI: 10.3390/proceedings2191241

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

Autori: Monroy, Romero, Estévez, Cruciani, Cleland, Nugent, Medina-Quero
Pubblicato in: Proceedings, Numero 31/1, 2019, Pagina/e 79, ISSN 2504-3900
Editore: MDPI AG
DOI: 10.3390/proceedings2019031079

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

Autori: Federico Cruciani, Ian Cleland, Chris Nugent, Paul McCullagh, Kåre Synnes, Josef Hallberg
Pubblicato in: Sensors, Numero 18/7, 2018, Pagina/e 2203, ISSN 1424-8220
Editore: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s18072203

Convolutional and Recurrent Neural Networks for Activity Recognition in Smart Environment

Autori: Deepika Singh, Erinc Merdivan, Sten Hanke, Johannes Kropf, Matthieu Geist, Andreas Holzinger
Pubblicato in: Numero Towards Integrative Machine Learning and Knowledge Extraction, 2017, Pagina/e 194-205
Editore: 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

Autori: Georgios Kapidis, Ronald Poppe, Elsbeth van Dam, Lucas P. J. J. Noldus, Remco C. Veltkamp
Pubblicato in: Smart Assisted Living - Toward An Open Smart-Home Infrastructure, 2020, Pagina/e 119-145, ISBN 978-3-030-25589-3
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-25590-9_6

Automatic Dietary Monitoring Using Wearable Accessories

Autori: Giovanni Schiboni, Oliver Amft
Pubblicato in: Seamless Healthcare Monitoring, 2018, Pagina/e 369-412, ISBN 978-3-319-69361-3
Editore: 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

Autori: Nikolaos Liappas, José G. Teriús-Padrón, Rebeca I. García-Betances, María Fernanda Cabrera-Umpiérrez, María Teresa Arredondo
Pubblicato in: Smart Assisted Living - Toward An Open Smart-Home Infrastructure, 2020, Pagina/e 191-208, ISBN 978-3-030-25589-3
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-25590-9_9

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

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

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