Deliverables
This deliverable will be a developed data management plan based on the guidelines provided by the European Commission. The data management plan will be updated as necessary over the entire project duration.
Description of the data analytics platform to support decision making in the optimization of the workforce, including shift management and task assignment.
HCI Knowledge baseReport on the knowledge base to store symbolic timestamped information on key episodes.
User multi-source localization and working-environment monitoringSoftware component and accompanying report. This report will provide the description about the design and realization of the multi-source indoor and outdoor localization module and the monitoring of the work environment conditions via the interconnected smart objects.
sustAGE Advanced personalized recommendations engineSoftware component and accompanying report. The report provides details on the recommendation engine for training and work activities and worker-to-task assignments considering spatio-temporal aspects as well as user activity, emotional and mental characteristics.
Tracking of user behaviors and action recognitionSoftware component and accompanying report. Description of the algorithms to extract user behavior transition patterns and actions/events of individuals in real environments considering temporal information that synthesize important markers for user profiling.
sustAGE ICT ecosystem and Integration ReportReport on the first integrated prototype of the sustAGE software. Updates in the sustAGE system architecture, the sensor and architecture infrastructure and the security and privacy requirements will also be part of this deliverable.
Semantic and sentiment analysis of speech inputThe report provides details on the mechanisms for semantic and sentiment analysis from speech input. The collection and annotation of speech samples to target the recognition of semantic analysis in noise indoor and outdoor conditions and derive information on user's emotional and mental state will also be described in this deliverable.
sustAGE multi-modal state and trait estimationThe report will detail the mechanisms for multi-modal state and trait estimation fusing information from speech and physiological measurements.
Final sustAGE communication APISoftware component and accompanying report. Final report on the interactive communication interface and the application logic the sustAGE framework. The report will include details on the sustAGE user interface, dialog management unit and the multi-lingual speech synthesis system.
Final report on sustAGE temporal causality and reasoning on user micro-momentsSoftware component and accompanying report. Final report describing the following mechanisms: (i) the knowledge abstraction mechanisms based on user's micro moments, (ii) the knowledge management and update and (iii) the temporal causality and reasoning.
Game-based training activities baseReport on the development of the mini-games for mobile devices for cognitive training and stress management encompassing collaborative and social aspects.
sustAGE Final Integration ReportReport on the final version of the integrated sustAGE software.
Report assessing the major needs and unmet needs of the older workers in the work environments of the two pilot sites and defining the model of risks for OSH and challenges for well-being. The specifications of the recommendation framework will also be part of this deliverable. The report will summarize on relevant findings from the analysis conducted in the beginning of the first and second cycle.
Mental training specificationsReport on the specifications for the self-administered mental training based on a set of mini games according to the end-user profiles.
Exploitation StrategyA document to present the initial sustAGE exploitation stategy for each partner and the whole consortium targeting different market sectors.
Initial report on sustAGE temporal causality and reasoning on user micro-momentsInterim report describing the following mechanisms: (i) the knowledge abstraction mechanisms based on user's micro moments, (ii) the knowledge management and update and (iii) the temporal causality and reasoning
sustAGE user-centered frameworkReport summarizing on final outcomes on user interaction requirements risks for OSH and wellbeing specifications of the recommendation framework and mental training in the beginning of the third cycle
Initial sustAGE communication APIReport on the interactive communication interface and the application logic the sustAGE framework. The report includes the description of the dialog management unit and the speech synthesis system.
Intervention study based on game-based cognitive trainingReport on the results of the intervention study based on gamebased cognitive training with pre and posttest assessment
User interaction requirementsInitial version of user interaction requirements based on user needs, encompassing principles of usable and intuitive user interfaces. The report will also include the specification of personalization parameters of the system that will be learned during long-term interaction with the users.
Final assessment report and impact analysisReport describing the outcomes of the evaluation of the final integrated prototype and user experience
Final Report on Dissemination and Communication ActivitiesFinal report on all the Dissemination and Communication Activities of the sustAGE project including reporting on the scientific event and the organization of the industrial workshop
Interim Report on Dissemination and Communication ActivitiesMid-term report on the Dissemination and Communication Activities carried out.
Plan for Innovation ManagementReport containing the plan for the management of IPR's and of the innovations of the project and for identifying new innovation opportunities during the project time frame.
First integrated prototype user evaluation and impact analysisReport describing the outcomes of the evaluation of the first integrated prototype and user experience
This deliverable reports the structure and initial content of the sustAGE website, the developed logo and the visual identity of the project.
Publications
Author(s):
Aspandi, Decky; Mallol-Ragolta, Adria; Schuller, Bj��rn; Binefa, Xavier
Published in:
15th IEEE International Conference on Automatic Face and Gesture Recognition (FG) 2020, Issue 4, 2020
Publisher:
IEEE
DOI:
10.48550/arxiv.2002.00883
Author(s):
Meishu SONG; Adria MALLOL-RAGOLTA; Emilia PARADA-CABALEIRO; Zijiang YANG; Shuo LIU; Zhao REN; Ziping ZHAO; Björn W. SCHULLER
Published in:
Virtual Reality & Intelligent Hardware, Issue 7, 2020, Page(s) 76-86
Publisher:
Virtual Reality & Intelligent Hardware
DOI:
10.3724/sp.j.2096-5796.20.00090
Author(s):
Georgios Athanassiou, Maria Pateraki, Iraklis Varlamis
Published in:
3th International Joint Conference on Computational Intelligence - Volume 1: SmartWork, 2021, ISBN 978-989-758-534-0
Publisher:
Scitepress
DOI:
10.5220/0010723000003063
Author(s):
Manolis I. A. Lourakis; Maria Pateraki
Published in:
2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), Issue 1, 2021, ISBN 978-1-6654-0191-3
Publisher:
IEEE
DOI:
10.1109/iccvw54120.2021.00291
Author(s):
Konstantinos Papoutsakis; George Papadopoulos; Michail Maniadakis; Thodoris Papadopoulos; Manolis Lourakis; Maria Pateraki; Iraklis Varlamis
Published in:
Technologies; Volume 10; Issue 2; Pages: 42, Issue 3, 2022, ISSN 2227-7080
Publisher:
MDPI
DOI:
10.3390/technologies10020042
Author(s):
Mallol-Ragolta, Adria; Liu, Shuo; Schuller, Björn W.
Published in:
43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Issue 9, 2021, ISBN 978-1-7281-1179-7
Publisher:
IEEE
DOI:
10.1109/embc46164.2021.9630634
Author(s):
Adria Mallol-Ragolta, Nicholas Cummins, Björn W. Schuller
Published in:
Interspeech 2020, 2020, Page(s) 511-515, ISSN 1990-9772
Publisher:
ISCA
DOI:
10.21437/Interspeech.2020-2641
Author(s):
Liu, Shuo; Mallol-Ragolta, Adria; Schuller, Björn W.
Published in:
43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Issue 4, 2021, ISBN 978-1-7281-1179-7
Publisher:
IEEE
DOI:
10.1109/embc46164.2021.9630050
Author(s):
Adria Mallol-Ragolta; Anastasia Semertzidou; Maria Pateraki; Bjorn Schuller
Published in:
16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021), Issue 1, 2021, ISBN 978-1-6654-3176-7
Publisher:
IEEE
DOI:
10.1109/fg52635.2021.9666947
Author(s):
Sotiris Nousias, Manolis Lourakis, Christos Bergeles
Published in:
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019, Page(s) 3287-3296, ISBN 978-1-7281-3293-8
Publisher:
IEEE
DOI:
10.1109/CVPR.2019.00341
Author(s):
A. Mallol-Ragolta; Z. Zhao; L. Stappen; N. Cummins; B. Schuller
Published in:
Interspeech 2019, Issue 4, 2019, Page(s) 221-225, ISSN 1990-9772
Publisher:
ISCA
DOI:
10.21437/Interspeech.2019-2036
Author(s):
Adria Mallol, Iraklis Varlamis, Maria Pateraki, Manolis Lourakis, Georgios Athanassiou, Michail Maniadakis, Konstantinos Papoutsakis, Thodoris Papadopoulos, Anastasia Semertzidou, Nicholas Cummins, Bj Schuller, Ion Karolos, Christos Pikridas, Petros Patias, Spyros Vantolas, Leonidas Kallipolitis, Frank Werner, Antonio Ascolese, Vito Nitti
Published in:
Human Interaction & Emerging Technologies (IHIET-AI 2022): Artificial Intelligence & Future Applications, 2022
Publisher:
AHFE
DOI:
10.54941/ahfe100895
Author(s):
Adria Mallol-Ragolta, Helena Cuesta, Emilia Gómez, Björn W. Schuller
Published in:
Interspeech 2021, 2021
Publisher:
Interspeech 2021
DOI:
10.21437/interspeech.2021-1052
Author(s):
George Terzakis, Manolis Lourakis
Published in:
Computer Vision – ECCV 2020 - 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part I, Issue 12346, 2020, Page(s) 478-494, ISBN 978-3-030-58452-8
Publisher:
Springer International Publishing
DOI:
10.1007/978-3-030-58452-8_28
Author(s):
Sotiris Nousias; Manolis I. A. Lourakis; Pearse A. Keane; Sebastien Ourselin; Christos Bergeles
Published in:
2020 International Conference on 3D Vision (3DV), Issue 13, 2021, ISSN 2475-7888
Publisher:
IEEE
DOI:
10.5281/zenodo.6610147
Author(s):
Adria Mallol-Ragolta, Maximilian Schmitt, Alice Baird, Nicholas Cummins, Bjorn Schuller
Published in:
2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019), 2019, Page(s) 1-5, ISBN 978-1-7281-0089-0
Publisher:
IEEE
DOI:
10.1109/fg.2019.8756517
Author(s):
Decky Aspandi; Adria Mallol-Ragolta; Bj ̈orn Schuller; Xavier Binefa
Published in:
2020 15th IEEE International Conference Proceedings, 2020, Page(s) 348-352, ISBN 978-1-7281-3079-8
Publisher:
IEEE
DOI:
10.1109/fg47880.2020.00053
Author(s):
ENNIFER RIEKER; JOSÉ REALES; MÓNICA MUIÑOS; SOLEDAD BALLESTEROS
Published in:
61st Psychonomic Society's 2020 Annual Meeting, Issue POSTER SESSION, 2020
Publisher:
PSYCONOMIC SOCIETY
DOI:
10.5281/zenodo.6610339
Author(s):
Vincent Karas, Mani Kumar Tellamekala, Adria Mallol-Ragolta, Michel Valstar, Björn W. Schuller
Published in:
IEEE computer vision and pattern recognition CVPR 2022, 2022
Publisher:
CVPR -ARXIV
DOI:
10.48550/arxiv.2203.13285
Author(s):
Lukas Stappen, Vincent Karas, Nicholas Cummins, Fabien Ringeval, Klaus Scherer, Bjorn Schuller
Published in:
2019 IEEE 21st International Workshop on Multimedia Signal Processing (MMSP), 2019, Page(s) 1-6, ISBN 978-1-7281-1817-8
Publisher:
IEEE
DOI:
10.1109/MMSP.2019.8901779
Author(s):
Adria Mallol-Ragolta, Shuo Liu, Nicholas Cummins, Björn Schuller
Published in:
2020 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020, Page(s) 534-538, ISBN 978-1-7281-3079-8
Publisher:
IEEE
DOI:
10.1109/fg47880.2020.00083
Author(s):
Srividya Tirunellai Rajamani; Kumar T. Rajamani; Adria Mallol-Ragolta; Shuo Liu; Björn Schuller
Published in:
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021, ISBN 978-1-7281-7605-5
Publisher:
IEEE
DOI:
10.1109/icassp39728.2021.9414489
Author(s):
Manolis I. A. Lourakis; George Terzakis
Published in:
2020 25th International Conference on Pattern Recognition (ICPR), Issue 14, 2021, ISBN 978-1-7281-8808-9
Publisher:
IEEE
DOI:
10.1109/icpr48806.2021.9412405
Author(s):
Lourakis, M.; Pateraki, M.; Karolos, I.-A.; Pikridas, C.; Patias, P.
Published in:
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences,, Issue Volume XLIII-B2-2020, 2020, Page(s) 55–62, ISSN 2194-9034
Publisher:
ISPRS
DOI:
10.5194/isprs-archives-xliii-b2-2020-55-2020
Author(s):
Ziping Zhao; Zhongtian Bao; Zixing Zhang; Nicholas Cummins; Haishuai Wang; Björn W. Schuller
Published in:
Interspeech 2019, Issue 4, 2019, Page(s) 206-210, ISSN 1990-9772
Publisher:
ISCA
DOI:
10.21437/Interspeech.2019-1649
Author(s):
Lukas Stappen, Alice Baird, Georgios Rizos, Panagiotis Tzirakis, Xinchen Du, Felix Hafner, Lea Schumann, Adria Mallol-Ragolta, Bjoern W. Schuller, Iulia Lefter, Erik Cambria, Ioannis Kompatsiaris
Published in:
Proceedings of the 1st International on Multimodal Sentiment Analysis in Real-life Media Challenge and Workshop, 2020, Page(s) 35-44, ISBN 9781450381574
Publisher:
ACM
DOI:
10.1145/3423327.3423673
Author(s):
Maximilian Schmitt, Nicholas Cummins, Bj ̈orn Schuller
Published in:
Interspeech 2019, Issue 4, 2019, Page(s) 2808-2812, ISSN 1990-9772
Publisher:
ISCA
DOI:
10.21437/interspeech.2019-2710
Author(s):
Fabien Ringeval, Eva-Maria Messner, Siyang Song, Shuo Liu, Ziping Zhao, Adria Mallol-Ragolta, Zhao Ren, Mohammad Soleymani, Maja Pantic, Björn Schuller, Michel Valstar, Nicholas Cummins, Roddy Cowie, Leili Tavabi, Maximilian Schmitt, Sina Alisamir, Shahin Amiriparian
Published in:
Proceedings of the 9th International on Audio/Visual Emotion Challenge and Workshop - AVEC '19, 2019, Page(s) 3-12, ISBN 9781450369138
Publisher:
ACM Press
DOI:
10.1145/3347320.3357688
Author(s):
Mónica Muiños; Soledad Ballesteros
Published in:
Neuroscience & Biobehavioral Reviews, Issue 21, 2021, Page(s) 259-276, ISSN 0149-7634
Publisher:
Pergamon Press Ltd.
DOI:
10.1016/j.neubiorev.2020.11.028
Author(s):
Katrin D. Bartl-Pokorny; Florian B. Pokorny; Anton Batliner; Shahin Amiriparian; Anastasia Semertzidou; Florian Eyben; Elena Kramer; Florian Schmidt; Rainer Schönweiler; Markus Wehler; Björn Schuller
Published in:
The Journal of the Acoustical Society of America, Issue 5, 2021, Page(s) Volume 149, Issue 6, ISSN 0001-4966
Publisher:
Acoustical Society of America
DOI:
10.1121/10.0005194
Author(s):
Mostafa M.Mohamed, Mina A.Nessiem, Anton Batliner, Christian Bergler, Simone Hantke, Maximilian Schmitt Alice Baird, Adria Mallol-Ragolta, Vincent Karas, Shahin Amiriparian, Björn W.Schuller
Published in:
Pattern Recognition, Science Direct ELSEVIER, 2022, Page(s) Volume 122, February 2022, 108361, ISSN 0031-3203
Publisher:
Pergamon Press
DOI:
10.1016/j.patcog.2021.108361
Author(s):
Gauri Deshpande; Anton Batliner; Björn Schuller; Björn Schuller
Published in:
Pattern Recognition, Issue 3, 2022, Page(s) Pattern Recognition Volume 122, February 2022, 108289, ISSN 0031-3203
Publisher:
Pergamon Press
DOI:
10.1016/j.patcog.2021.108289
Author(s):
Adria Mallol-Ragolta; Anastasia Semertzidou; Maria Pateraki; Björn Schuller
Published in:
Frontiers in Computer Science, Issue 1, 2022, ISSN 2624-9898
Publisher:
Frontiers
DOI:
10.3389/fcomp.2022.796866
Author(s):
Anton Batliner; Simone Hantke; Bjoern Schuller
Published in:
IEEE Transactions on Affective Computing, Issue 25, 2020, ISSN 1949-3045
Publisher:
Institute of Electrical and Electronics Engineers
DOI:
10.5281/zenodo.6610291
Author(s):
María Pilar Jiménez; Jennifer A. Rieker; José M. Reales; Soledad Ballesteros
Published in:
International Journal of Environmental Research and Public Health, VOLUME, 18, Issue 10, Issue 7, 2021, ISSN 1660-4601
Publisher:
MDPI
DOI:
10.3390/ijerph18105253
Author(s):
Emilia Parada-Cabaleiro, Anton Batliner, Markus Schedl
Published in:
International Journal of Environmental Research and Public Health, Volume 19, Issue 2, 2022, ISSN 1660-4601
Publisher:
MDPI
DOI:
10.3390/ijerph19020994
Author(s):
Soledad Ballesteros; Jennifer A Rieker; Julia Mayas; Antonio Prieto; Pilar Toril; María Pilar Jiménez; José Manuel Reales
Published in:
Trials, Issue Volume 21, Article number: 404, 2020, ISSN 1745-6215
Publisher:
BioMed Central
DOI:
10.1186/s13063-020-04293-3
Author(s):
Shuo Liu; Adria Mallol-Ragolta; Tianhao Yan; Kun Qian; Emilia Parada-Cabaleiro; Bin Hu; Björn W. Schuller
Published in:
IEEE Journal of Biomedical and Health Informatics, Issue Volume 326, Issue 8, 2022, ISSN 2168-2194
Publisher:
Institute of Electrical and Electronics Engineers Inc.
DOI:
10.1109/jbhi.2022.3173128
Author(s):
G. Athanassiou, P. Gajewski, A. Ascolese, S. Ballesteros, M. Maniadakis, M. Pateraki,A. Prieto,I.Varlamis, R. Monferino
Published in:
Gesundheitswesen 2021; 83(08/09): 662, 2021, ISSN 0941-3790
Publisher:
Georg Thieme Verlag
DOI:
10.1055/s-0041-1731984
Author(s):
Jennifer A. Rieker, José Manuel Reales, Soledad Ballesteros
Published in:
Frontiers in Human Neuroscience, 2020, ISSN 1662-5161
Publisher:
Frontiers Research Foundation
DOI:
10.3389/fnhum.2020.610548
Author(s):
Shahin Amiriparian; Jing Han; Maximilian Schmitt; Alice Baird; Adria Mallol-Ragolta; Manuel Milling; Maurice Gerczuk; Björn Schulle
Published in:
Frontiers in Robotics and AI Computational Approaches for Human-Human and Human-Robot Social Interactions, Issue Vol 6, Article 116, 2019, Page(s) 41-49, ISSN 1664-8714
Publisher:
Frontiers Journal Series
DOI:
10.3389/frobt.2019.00116
Author(s):
Soledad Ballesteros, Jennifer Rieker, josé M Reales, julia Mayas, María Pilar Jiménez, Antonio Prieto, Pilar Toril
Published in:
Innovation in Aging, Issue 3/Supplement_1, 2019, Page(s) S721-S721, ISSN 2399-5300
Publisher:
Oxford University Press
DOI:
10.1093/geroni/igz038.2644
Author(s):
Philipp Klumpp; Tomas Arias-Vergara; Juan Camilo Vasquez-Correa; Paula Andrea; Perez-Toro; Juan Rafael Orozco-Arroyave; Anton Batliner; Elmar Noth
Published in:
Computer Speech & Language, Issue 16, 2022, Page(s) Volume 72, March 2022, 101321, ISSN 0885-2308
Publisher:
Academic Press
DOI:
10.1016/j.csl.2021.101321
Author(s):
Eloisa Ruiz-Marquez, Antonio Prieto, Julia Mayas, Pilar Toril, José Manuel Reales, Soledad Ballesteros
Published in:
Games for Health Journal, Issue 8/6, 2019, Page(s) 414-422, ISSN 2161-783X
Publisher:
Games for Health Journal
DOI:
10.1089/g4h.2019.0004
Author(s):
Manuel Milling, Florian B. Pokorny, Katrin D. Bartl-Pokorny,Björn W. Schuller,
Published in:
Frontiers in Digital Health, 2022, ISSN 2673-253X
Publisher:
Frontiers Media S.A.
DOI:
10.3389/fdgth.2022.886615
Author(s):
Maria Pateraki; Konstantinos Fysarakis; Vangelis Sakkalis; Georgios Spanoudakis; Iraklis Varlamis; Michail Maniadakis; Manolis Lourakis; Sotiris Ioannidis; Nicholas Cummins; Björn Schuller; Evangelos Loutsetis; Dimitrios Koutsouris
Published in:
Advances in ubiquitous sensing applications for healthcare 2020, Pages 25-53, Issue 2, Volume 7, 2019, Page(s) 25-53
Publisher:
ELSEVIER Academic Press
DOI:
10.1016/b978-0-12-815369-7.00002-1
Author(s):
Mónica Muiños, Soledad Ballesteros
Published in:
The Routledge International Encyclopedia of Sport and Exercise Psychology Volume 2: Applied and Practical Measures, 2020, ISBN 9781315187228
Publisher:
Routledge
DOI:
10.4324/9781315187228
Author(s):
Grzegorz Sedek (ed.),
Thomas Hess (ed.),
Dayna Touron (ed.)
Published in:
Cognitive plasticity induced in older adults by cognitive training, physical exercise, and combined interventions, 2021, Page(s) (Chapter 15), ISBN 9780197554944
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780197528976.001.0001
Author(s):
Maria Pateraki, Manolis Lourakis, Leonidas Kallipolitis, Frank Werner, Petros Patias, Christos Pikridas
Published in:
ERCIM NEWS - Special Theme - Smart Things Everywere, Issue ERCIM News 119, 2019, Page(s) 40-41, ISSN 0926-4981
Publisher:
ERCIM EEIG
DOI:
10.5281/zenodo.4294256
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