Personal Health Interfaces Leveraging Human-Machine Natural Interactions

Rezultaty

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

Publikacje

Face Analysis and Body Language Understanding from Egocentric Cameras

Autorzy: Ronja Moller, Antonino Furnari, Sebastiano Battiato, Aki Harma, and Giovanni Maria Farinella
Opublikowane w: Proceedings of the First Workshop on Smart Personal Health Interfaces, 2020
Wydawca: CEUR-WS.org

Neurogenetic Programming Framework for Explainable Reinforcement Learning

Autorzy: V Liventsev, A Härmä, M Petković
Opublikowane w: 2021, ISBN 9781450383516
Wydawca: Association for Computing Machinery

Towards a Generalised Framework for Behaviour Insight Mining

Autorzy: Allmin Susaiyah, Aki Härmä, Ehud Reiter, Rim Halaoui, Milan Petković
Opublikowane w: Smartphil: 1st Workshop on Smart Personal Health Interfaces, 2020
Wydawca: ACM

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

Autorzy: V Liventsev, A Härmä, M Petković
Opublikowane w: 2023, ISSN 2331-8422
Wydawca: Arxiv.org + ECML PKDD 2023

A NLG framework for user tailoring and profiling in healthcare

Autorzy: Simone Balloccu, Steffen Pauws, Ehud Reiter
Opublikowane w: Proceedings of SmartPHIL: 1st Workshop on Smart Personal Health Interfaces. ACM., 2020
Wydawca: SmartPhil 2020

How are you? Introducing stress-based text tailoring

Autorzy: Simone Balloccu, Ehud Reiter, Alexandra Johnstone, Claire Fyfe
Opublikowane w: IntelLanG : Intelligent Information Processing and Natural Language Generation - Santiago de Compostela, Spain, 2020
Wydawca: IntelLanG

Iterative Neural Scoring of Validated Insight Candidates

Autorzy: Allmin Susaiyah, Aki Härmä, Ehud Reiter, Milan Petković
Opublikowane w: IntelLanG - Intelligent Information Processing and Natural Language Generation, 2020
Wydawca: ACM

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

Autorzy: Danilo Dessì, Rim Helaoui, Vivek Kumar, Diego Reforgiato Recupero, Daniele Riboni
Opublikowane w: CEUR, 2020
Wydawca: CEUR

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

Autorzy: Wu Z., Helaoui R., Recupero D.R., Riboni D.
Opublikowane w: 2021
Wydawca: CLPsych (NAACL)

Scene Understanding and Interaction Anticipation from First Person Vision

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

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

Autorzy: Zixiu Wu, Simone Balloccu, Rim Helaoui, Diego Reforgiato Recupero, Daniele Riboni
Opublikowane w: 2nd Workshop on Natural Language Generation, Evaluation, and Metrics (co-located with EMNLP 2022), 2022
Wydawca: 2nd Workshop on Natural Language Generation, Evaluation, and Metrics (co-located with EMNLP 2022)

Fully Autonomous Programming with Large Language Models

Autorzy: V Liventsev, A Grishina, A Härmä, L Moonen
Opublikowane w: 2023, ISBN 9798400701191
Wydawca: Association for Computing Machinery

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

Autorzy: Zixiu Wu, Rim Helaoui, Diego Reforgiato Recupero, Daniele Riboni
Opublikowane w: 2022, ISSN 2308-457X
Wydawca: INTERSPEECH

Data Augmentation for Reliability and Fairness in Counselling Quality Classification

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

Towards Detecting Need for Empathetic Response in Motivational Interviewing

Autorzy: Zixiu Wu, Rim Helaoui, Vivek Kumar, Diego Reforgiato Recupero, Daniele Riboni
Opublikowane w: Companion Publication of the 2020 International Conference on Multimodal Interaction, 2020, Strona(/y) 497-502, ISBN 9781450380027
Wydawca: ACM
DOI: 10.1145/3395035.3425228

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

Autorzy: Allmin Susaiyah, Aki Härmä, Ehud Reiter and Milan Petković
Opublikowane w: International journal of interactive multimedia and artificial intelligence, 2021, ISSN 1989-1660
Wydawca: 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

Autorzy: Vivek Kumar, Diego Reforgiato Recupero, Daniele Riboni, Rim Helaoui
Opublikowane w: IEEE Access, Numer 9, 2021, Strona(/y) 7107-7126, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2020.3043221

Towards Effective Patient Simulators

Autorzy: V Liventsev, A Härmä, M Petković
Opublikowane w: Frontiers in Artificial Intelligence, 2021, ISSN 2624-8212
Wydawca: Frontiers Media S.A.

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

Autorzy: Zixiu Wu, Simone Balloccu, Vivek Kumar, Rim Helaoui, Diego Reforgiato Recupero and Daniele Riboni
Opublikowane w: Future Internet, 2023, ISSN 1999-5903
Wydawca: Future Internet

Rezultaty

Publikacje

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