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Supporting Active Ageing through Multimodal coaching

Deliverables

Quality Assurance Plan and Guidelines

Plan, elaborated in consultation with BILSP and partners. This plan will define a framework for the internal and external management reviews.

Review of Existing Longitudinal Population Data Sets

A research report suitable for publication as a journal article, reviewing data sets and data banks that have been used in longitudinal studies older persons cohorts to identify potential gaps in the current evidence.

SAAM Ethics Review Codex, Informed Consent Procedures and Templates

Review of legal regulations, ethical standards, guidelines and best practices in relation to the interactions with the experimental and pilot users of the SAAM system. The deliverable includes the needed templates for informed consent.

VOIP Telephony and Messaging Architectures Specification

Written Report Describing the Architectures [M12, updated M34]

Quality Assurance Periodic and Final Reports

Reports compiling partners' internal monitoring and assessment of the quality of the project implementation, in relation to stated objectives, efficiency, relevance and impact. Periodic Report at M18, Final report at M36

System Technical Specifications

A report defining the interoperability principles of the system’s underlying software/ hardware components, APIs, communication protocols and data exchange formats.

SAAM Components Verification and Integration Report

Drafted Report, tracing the integration process of all components into the system, including troubleshooting procedures, log data and measures for improvement.

Methodology of the Study with Sets of Data Collection Instruments

The Methodology will set the procedure and the time-frame for collecting and analysing the data during the pilot studies. It will include all the tools (templates) to be used in the process.

User Interaction Ethical Review Report

Presenting and analysing legal regulations, ethical standards, guidelines and best practices, descriptions of target groups (elderly, family members, general practitioners, etc.) and guidelines about ethical and governance implications of project research.

Cloud-based Server and Data Architectures Specification

Written Reports Describing the Architecture and specifications of the Cloud-based server and data needs. Start in M2, due in M11 and continually improve and adjust through M11 to M34.

Cardio-Vascular Device Testing Report

A report on the testing of the cardio-vascular module component, supported by measurements of physiological and environmental data with multifunctional body sensors.

Predictive Models for Cognitive Decline

Machine learning models for prediction of cognitive and cognitive status based on multi-sensor input.

Promotional Videos

Promotional videos, 1-st set at M12, additional set at M24

SAAM Conferences

First Conference at M26, Second (Final) Conference at M35

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Publications

An Active Feature Transformation Method for Attitude Recognition of Video Bloggers

Author(s): Fasih Haider, Fahim A. Salim, Owen Conlan, Saturnino Luz
Published in: Interspeech 2018, 2018, Page(s) 431-435
DOI: 10.21437/interspeech.2018-1222

SAAMEAT - Active Feature Transformation and Selection Methods for the Recognition of User Eating Conditions

Author(s): Fasih Haider, Senja Pollak, Eleni Zarogianni, Saturnino Luz
Published in: Proceedings of the 2018 on International Conference on Multimodal Interaction - ICMI '18, 2018, Page(s) 564-568
DOI: 10.1145/3242969.3243685

Improving Response Time of Active Speaker Detection Using Visual Prosody Information Prior to Articulation

Author(s): Fasih Haider, Saturnino Luz, Carl Vogel, Nick Campbell
Published in: Interspeech 2018, 2018, Page(s) 1736-1740
DOI: 10.21437/interspeech.2018-2310

A Method for Analysis of Patient Speech in Dialogue for Dementia Detection

Author(s): Luz, Saturnino; de la Fuente, Sofia; Albert, Pierre
Published in: Proceedings of the LREC 2018 Workshop “Resources and ProcessIng of linguistic, para-linguistic and extra-linguistic Data from people with various forms of cognitive/psychiatric impairments (RaPID-2)”, Issue 1, 2018

Combining Measurements and Simulations for Evaluation of Tracking Algorithms

Author(s): Klemen Bregar, Roman Novak, Mihael Mohorcic
Published in: 2018 European Conference on Networks and Communications (EuCNC), 2018, Page(s) 1-250
DOI: 10.1109/eucnc.2018.8442678

MetaBags: Bagged Meta-Decision Trees for Regression

Author(s): Jihed Khiari, Luis Moreira-Matias, Ammar Shaker, Bernard Ženko, Sašo Džeroski
Published in: Machine Learning and Knowledge Discovery in Databases, 2018, Page(s) 637--652

Social Activity Modelling and Multimodal Coaching for Active Aging

Author(s): Dimitrov, Yordan; Gospodinova, Zlatka; Wheeler, Richard; Žnidaršič, Martin; Ženko, Bernard; Veleva, Vera; Miteva, Nadejda
Published in: PErvasive Technologies Related to Assistive Environments (PETRA), 2019

Attitude Recognition Using Multi-Resolution Cochleagram Features

Author(s): Fasih Haider, Saturnino Luz
Published in: 2019 IEEE International Conference on Acoustics, Speech and Signal Processing, 2019

Technology Use Among Older People After Lower Limb Amputation in Slovenia – Preliminary Results from SAAM Project

Author(s): Mojca Debeljak, Zlatko Matjačić, Helena Burge
Published in: International Central European ISPO Conference 2018, Book of Abstracts, 2018

SAAM: Supporting Active Ageing - Use Cases and User-Side Architecture

Author(s): Andrej Hrovat, Martin Žnidaršič, Bernard Ženko, Matevž Vučnik, Mihael Mohorcic
Published in: 27th European Conference on Networks and Communications, 2018

An approach for exploring a video via multimodal feature extraction and user interactions

Author(s): Fahim A. Salim, Fasih Haider, Owen Conlan, Saturnino Luz
Published in: Journal on Multimodal User Interfaces, Issue 12/4, 2018, Page(s) 285-296, ISSN 1783-7677
DOI: 10.1007/s12193-018-0268-0

Decoupling approximation robustly reconstructs directed dynamical networks

Author(s): Simidjievski, Nikola; Tanevski, Jovan; Zenko, Bernard; Levnajic, Zoran; Todorovski, Ljupco; Dzeroski, Saso
Published in: New Journal of Physics, Issue 1, 2018, ISSN 1367-2630

Analysing patterns of right brain-hemisphere activity prior to speech articulation for identification of system-directed speech

Author(s): Fasih Haider, Hayakawa Akira, Carl Vogel, Nick Campbell, Saturnino Luz
Published in: Speech Communication, Issue 107, 2019, Page(s) 18-25, ISSN 0167-6393
DOI: 10.1016/j.specom.2019.01.001