Personal Health Interfaces Leveraging Human-Machine Natural Interactions

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Knowledge Platform
"Joint publication in a journal paper or book chapter on ""AI-assisted human machine interfaces for personal health"""

Joint publication in a journal paper or book chapter on “AI-assisted human machine interfaces for personal health”

Recruitment report (incl. vacancy notices, selection and recruitment procedures)

Initial tool of communication channels (logo, website, brochure)

Communication, Dissemination & Exploitation Plan, with updates during evolution
Reports on the local and network activities, participation to external conferences
A comprehensive Research Agenda. Collation of scientific research design and research agenda provided by each ESR, integrating all PhilHumans disciplines and issues, as well as company’s perspective (conceptual paper)
Quality Handbook
Mid/long-term scenarios in further relevant industrial health sectors at European level
Final reports on communication and dissemination activities

Publications

Face Analysis and Body Language Understanding from Egocentric Cameras

Auteurs: Ronja Moller, Antonino Furnari, Sebastiano Battiato, Aki Harma, and Giovanni Maria Farinella
Publié dans: Proceedings of the First Workshop on Smart Personal Health Interfaces, 2020
Éditeur: CEUR-WS.org

Neurogenetic Programming Framework for Explainable Reinforcement Learning

Auteurs: V Liventsev, A Härmä, M Petković
Publié dans: 2021, ISBN 9781450383516
Éditeur: Association for Computing Machinery

Towards a Generalised Framework for Behaviour Insight Mining

Auteurs: Allmin Susaiyah, Aki Härmä, Ehud Reiter, Rim Halaoui, Milan Petković
Publié dans: Smartphil: 1st Workshop on Smart Personal Health Interfaces, 2020
Éditeur: ACM

BF++: a language for general-purpose program synthesis

Auteurs: V Liventsev, A Härmä, M Petković
Publié dans: 2023, ISSN 2331-8422
Éditeur: Arxiv.org + ECML PKDD 2023

A NLG framework for user tailoring and profiling in healthcare

Auteurs: Simone Balloccu, Steffen Pauws, Ehud Reiter
Publié dans: Proceedings of SmartPHIL: 1st Workshop on Smart Personal Health Interfaces. ACM., 2020
Éditeur: SmartPhil 2020

How are you? Introducing stress-based text tailoring

Auteurs: Simone Balloccu, Ehud Reiter, Alexandra Johnstone, Claire Fyfe
Publié dans: IntelLanG : Intelligent Information Processing and Natural Language Generation - Santiago de Compostela, Spain, 2020
Éditeur: IntelLanG

Iterative Neural Scoring of Validated Insight Candidates

Auteurs: Allmin Susaiyah, Aki Härmä, Ehud Reiter, Milan Petković
Publié dans: IntelLanG - Intelligent Information Processing and Natural Language Generation, 2020
Éditeur: ACM

TF-IDF vs Word Embeddings for Morbidity Identification in Clinical Notes: An Initial Study

Auteurs: Danilo Dessì, Rim Helaoui, Vivek Kumar, Diego Reforgiato Recupero, Daniele Riboni
Publié dans: CEUR, 2020
Éditeur: CEUR

Towards Low-Resource Real-Time Assessment of Empathy in Counselling

Auteurs: Wu Z., Helaoui R., Recupero D.R., Riboni D.
Publié dans: 2021
Éditeur: CLPsych (NAACL)

Scene Understanding and Interaction Anticipation from First Person Vision

Auteurs: Ivan Rodin, Antonino Furnari, Dimitrios Mavroeidis, Giovanni Maria Farinella
Publié dans: Proceedings of the First Workshop on Smart Personal Health Interfaces, 2020
Éditeur: CEUR-WS.org
DOI: 10.5281/zenodo.4777748

Towards In-Context Non-Expert Evaluation of Reflection Generation for Counselling Conversations

Auteurs: Zixiu Wu, Simone Balloccu, Rim Helaoui, Diego Reforgiato Recupero, Daniele Riboni
Publié dans: 2nd Workshop on Natural Language Generation, Evaluation, and Metrics (co-located with EMNLP 2022), 2022
Éditeur: 2nd Workshop on Natural Language Generation, Evaluation, and Metrics (co-located with EMNLP 2022)

Fully Autonomous Programming with Large Language Models

Auteurs: V Liventsev, A Grishina, A Härmä, L Moonen
Publié dans: 2023, ISBN 9798400701191
Éditeur: Association for Computing Machinery

Towards Automated Counselling Decision-Making: Remarks on Therapist Action Forecasting on the AnnoMI Dataset

Auteurs: Zixiu Wu, Rim Helaoui, Diego Reforgiato Recupero, Daniele Riboni
Publié dans: 2022, ISSN 2308-457X
Éditeur: INTERSPEECH

Data Augmentation for Reliability and Fairness in Counselling Quality Classification

Auteurs: Vivek Kumar Awon, Simone Balloccu, Zixiu Wu, Ehud Reiter, Rim Helaouie, Diego Reforgiato Recupero, Daniele Riboni
Publié dans: Workshop on Scarce Data in Artificial Intelligence for Healthcare (SDAIH 2022), Workshop SDAIH 2022, 2022, ISBN 978-989-758-629-3
Éditeur: SciTePress

Towards Detecting Need for Empathetic Response in Motivational Interviewing

Auteurs: Zixiu Wu, Rim Helaoui, Vivek Kumar, Diego Reforgiato Recupero, Daniele Riboni
Publié dans: Companion Publication of the 2020 International Conference on Multimodal Interaction, 2020, Page(s) 497-502, ISBN 9781450380027
Éditeur: ACM
DOI: 10.1145/3395035.3425228

Neural Scoring of Logical Inferences from Data using FeedbackNeural Scoring of Logical Inferences from Data using Feedback

Auteurs: Allmin Susaiyah, Aki Härmä, Ehud Reiter and Milan Petković
Publié dans: International journal of interactive multimedia and artificial intelligence, 2021, ISSN 1989-1660
Éditeur: International journal of interactive multimedia and artificial intelligence
DOI: 10.9781/ijimai.2021.02.004

Ensembling Classical Machine Learning and Deep Learning Approaches for Morbidity Identification From Clinical Notes

Auteurs: Vivek Kumar, Diego Reforgiato Recupero, Daniele Riboni, Rim Helaoui
Publié dans: IEEE Access, Numéro 9, 2021, Page(s) 7107-7126, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2020.3043221

Towards Effective Patient Simulators

Auteurs: V Liventsev, A Härmä, M Petković
Publié dans: Frontiers in Artificial Intelligence, 2021, ISSN 2624-8212
Éditeur: Frontiers Media S.A.

Creation, Analysis and Evaluation of AnnoMI, a Dataset of Expert-Annotated Counselling Dialogues

Auteurs: Zixiu Wu, Simone Balloccu, Vivek Kumar, Rim Helaoui, Diego Reforgiato Recupero and Daniele Riboni
Publié dans: Future Internet, 2023, ISSN 1999-5903
Éditeur: Future Internet

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