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Personal Health Interfaces Leveraging Human-Machine Natural Interactions

Leistungen

Knowledge Platform

Knowledge Platform

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

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

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

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

Communication, Dissemination & Exploitation Plan, with updates during evolution

Communication, Dissemination & Exploitation Plan, with updates during evolution

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)

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

Quality Handbook

Veröffentlichungen

Face Analysis and Body Language Understanding from Egocentric Cameras

Autoren: Ronja Moller, Antonino Furnari, Sebastiano Battiato, Aki Harma, and Giovanni Maria Farinella
Veröffentlicht in: Proceedings of the First Workshop on Smart Personal Health Interfaces, 2020
Herausgeber: CEUR-WS.org

Neurogenetic Programming Framework for Explainable Reinforcement Learning

Autoren: V Liventsev, A Härmä, M Petković
Veröffentlicht in: 2021, ISBN 9781450383516
Herausgeber: Association for Computing Machinery

Towards a Generalised Framework for Behaviour Insight Mining

Autoren: Allmin Susaiyah, Aki Härmä, Ehud Reiter, Rim Halaoui, Milan Petković
Veröffentlicht in: Smartphil: 1st Workshop on Smart Personal Health Interfaces, 2020
Herausgeber: ACM

A Controllable Lifestyle Simulator for use in Deep Reinforcement Learning Algorithms

Autoren: Libio Gonçalves Braz and Allmin Susaiyah
Veröffentlicht in: 2023, ISBN 978-1-7281-6327-7
Herausgeber: 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing
DOI: 10.1109/icassp49357.2023.10095924

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

Autoren: V Liventsev, A Härmä, M Petković
Veröffentlicht in: 2023, ISSN 2331-8422
Herausgeber: Arxiv.org + ECML PKDD 2023

HeartPole: A transparent task for reinforcement learning in Healthcare

Autoren: V Liventsev, A Simon, ‪A Härmä, M Petković‬‬‬‬
Veröffentlicht in: 2021
Herausgeber: HEALTHINF21

A NLG framework for user tailoring and profiling in healthcare

Autoren: Simone Balloccu, Steffen Pauws, Ehud Reiter
Veröffentlicht in: Proceedings of SmartPHIL: 1st Workshop on Smart Personal Health Interfaces. ACM., 2020
Herausgeber: SmartPhil 2020

How are you? Introducing stress-based text tailoring

Autoren: Simone Balloccu, Ehud Reiter, Alexandra Johnstone, Claire Fyfe
Veröffentlicht in: IntelLanG : Intelligent Information Processing and Natural Language Generation - Santiago de Compostela, Spain, 2020
Herausgeber: IntelLanG

Iterative Neural Scoring of Validated Insight Candidates

Autoren: Allmin Susaiyah, Aki Härmä, Ehud Reiter, Milan Petković
Veröffentlicht in: IntelLanG - Intelligent Information Processing and Natural Language Generation, 2020
Herausgeber: ACM

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

Autoren: Danilo Dessì, Rim Helaoui, Vivek Kumar, Diego Reforgiato Recupero, Daniele Riboni
Veröffentlicht in: CEUR, 2020
Herausgeber: CEUR

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

Autoren: Wu Z., Helaoui R., Recupero D.R., Riboni D.
Veröffentlicht in: 2021
Herausgeber: CLPsych (NAACL)

Scene Understanding and Interaction Anticipation from First Person Vision

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

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

Autoren: Zixiu Wu, Simone Balloccu, Rim Helaoui, Diego Reforgiato Recupero, Daniele Riboni
Veröffentlicht in: 2nd Workshop on Natural Language Generation, Evaluation, and Metrics (co-located with EMNLP 2022), 2022
Herausgeber: 2nd Workshop on Natural Language Generation, Evaluation, and Metrics (co-located with EMNLP 2022)

Fully Autonomous Programming with Large Language Models

Autoren: V Liventsev, A Grishina, A Härmä, L Moonen
Veröffentlicht in: 2023, ISBN 9798400701191
Herausgeber: Association for Computing Machinery

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

Autoren: Zixiu Wu, Rim Helaoui, Diego Reforgiato Recupero, Daniele Riboni
Veröffentlicht in: 2022, ISSN 2308-457X
Herausgeber: INTERSPEECH

Data Augmentation for Reliability and Fairness in Counselling Quality Classification

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

Towards Detecting Need for Empathetic Response in Motivational Interviewing

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

Autoencoders as Tools for Program Synthesis

Autoren: V Liventsev, A Härmä, M Petković
Veröffentlicht in: 2021, ISSN 2331-8422
Herausgeber: Arxiv.org

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

Autoren: Allmin Susaiyah, Aki Härmä, Ehud Reiter and Milan Petković
Veröffentlicht in: International journal of interactive multimedia and artificial intelligence, 2021, ISSN 1989-1660
Herausgeber: 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

Autoren: Vivek Kumar, Diego Reforgiato Recupero, Daniele Riboni, Rim Helaoui
Veröffentlicht in: IEEE Access, Issue 9, 2021, Page(s) 7107-7126, ISSN 2169-3536
Herausgeber: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2020.3043221

Towards Effective Patient Simulators

Autoren: V Liventsev, A Härmä, M Petković
Veröffentlicht in: Frontiers in Artificial Intelligence, 2021, ISSN 2624-8212
Herausgeber: Frontiers Media S.A.

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

Autoren: Zixiu Wu, Simone Balloccu, Vivek Kumar, Rim Helaoui, Diego Reforgiato Recupero and Daniele Riboni
Veröffentlicht in: Future Internet, 2023, ISSN 1999-5903
Herausgeber: Future Internet

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