Josep Lluís
Arcos
Scientific Researcher
Project Coach (Management Team)
Learning Systems
Research areas:
- Deep Learning
- Machine Learning
- Causal Inference
- Time Series Analysis
- Case-Based Reasoning
- Virtual reality
Impact areas:
- Healthcare
- Cultural Heritage
SDGs:
- GOAL 03: Good Health and Well-being
- GOAL 11: Sustainable Cities and Communities
2022
Georgios Athanasiou,
Jesus Cerquides,
Annelies Raes,
Nima Azari-Dolatabad,
Daniel Angel-Velez,
Ann Van Soom,
& Josep Lluis Arcos
(2022).
Detecting the Area of Bovine Cumulus Oocyte Complexes Using Deep Learning and Semantic Segmentation.
A. Cortés al. (Eds.),
Frontiers in Artificial Intelligence and Applications (pp 249-258).
IOS Press.
https://doi.org/10.3233/FAIA220346.
[BibTeX]
Borja Velasco,
Jesus Cerquides,
& Josep Lluis Arcos
(2022).
Hydranet: A Neural Network for the estimation of Multi-valued Treatment Effects.
NeurIPS 2022 Workshop on Causality for Real-world Impact
.
[BibTeX]
[PDF]
Borja Velasco,
Jose L Fernandez-Marquez,
Nerea Luqui,
Jesus Cerquides,
Josep Lluis Arcos,
Analia Fukelman,
& Josep Perelló
(2022).
Is the phase of the menstrual cycle relevant when getting the covid-19 vaccine?.
American Journal of Obstetrics & Gynecology.
[BibTeX]
[PDF]
Nuria Correa,
Jesús Cerquides,
Josep Lluis Arcos,
& Rita Vassena
(2022).
Supporting first FSH dosage for ovarian stimulation with machine learning.
Reproductive Biomedicine Online.
https://doi.org/10.1016/j.rbmo.2022.06.010.
[BibTeX]
2021
Emma Segura,
Jennifer Grau-Sánchez,
David Sanchez-Pinsach,
Myriam De-la-Cruz,
Esther Duarte,
Josep Lluis Arcos,
& Antoni Rodríguez-Fornells
(2021).
Designing an app for home-based enriched Music-supported Therapy in the rehabilitation of patients with chronic stroke: a pilot feasibility study.
Brain Injury, 35, 1585-1597.
https://doi.org/10.1080/02699052.2021.1975819.
[BibTeX]
Núria Correa,
Jesús Cerquides,
Josep Lluis Arcos,
& Rita Vassena
(2021).
Development and validation of an Artificial Intelligence algorithm that matches a clinician ability to select the best follitropin dose for ovarian stimulation.
Human Reproduction, 36.
https://doi.org/10.1093/humrep/deab130.636.
[BibTeX]
Jennifer Grau-Sánchez,
Emma Segura,
David Sanchez-Pinsach,
Preeti Raghavan,
Thomas F. Münte,
Anna Marie Palumbo,
Alan Turry,
Esther Duarte,
Särkämö Särkämö,
Jesus Cerquides,
Josep Lluis Arcos,
& Antoni Rodriguez-Fornells
(2021).
Enriched Music-supported Therapy for chronic stroke patients: a study protocol of a randomised controlled trial.
BMC Neurology, 21.
https://doi.org/10.1186/s12883-020-02019-1.
[BibTeX]
[PDF]
Emma Segura,
Jennifer Grau-Sánchez,
David Sanchez-Pinsach,
Esther Duarte,
Josep Lluis Arcos,
& Antoni Rodríguez-Fornells
(2021).
Enriched music-supported therapy in the improvement of motor function and quality of life of chronic stroke patients: a pilot study.
NeuroMusic VII
.
[BibTeX]
Núria Correa,
Rita Vassena,
Jesus Cerquides,
& Josep Lluis Arcos
(2021).
Limits of conventional Machine Learning methods to predict pregnancy and multiple pregnancy after embryo transfer.
Ada Valls, & Mateu Villaret (Eds.),
Frontiers in Artificial Intelligence and Applications (pp 245-253).
IOS Press.
[BibTeX]
N. Corre Mañas,
F Rodríguez,
J Cerquides,
J L Arcos,
& R Vassena
(2021).
{P–637 Development and validation of an Artificial Intelligence algorithm that matches a clinician ability to select the best follitropin dose for ovarian stimulation}.
Human Reproduction, 36.
https://doi.org/10.1093/humrep/deab130.636.
[BibTeX]
2020
Oguz Mulayim,
& Josep Lluis Arcos
(2020).
Fast anytime retrieval with confidence in large-scale temporal case bases.
Knowledge-Based Systems, 206, 106374.
https://doi.org/10.1016/j.knosys.2020.106374.
[BibTeX]
[PDF]
Anna Puig,
Inmaculada Rodríguez,
Josep Ll Arcos,
Juan A. Rodríguez-Aguilar,
Sergi Cebrián,
Anton Bogdanovych,
Núria Morera,
Antoni Palomo,
& Raquel Piqué
(2020).
Lessons learned from supplementing archaeological museum exhibitions with virtual reality.
Virtual Reality, 24, 343--358.
[BibTeX]
[PDF]
2019
David Sanchez-Pinsach,
Oguz Mulayim,
Jennifer Grau-Sánchez,
Emma Segura,
Berta Juan-Corbella,
Josep Lluis Arcos,
Jesus Cerquides,
Monique Messaggi-Sartor,
Esther Duarte,
& Antoni Rodriguez-Fornells
(2019).
Design of an AI Platform to Support Home-Based Self-Training Music Interventions for Chronic Stroke Patients.
Jordi Sabater-Mir, Vicenç Torra, Isabel Aguilo, & Manuel González-Hidalgo (Eds.),
Frontiers in Artificial Intelligence and Applications (pp 170--175).
IOS Press.
https://doi.org/10.3233/FAIA190120.
[BibTeX]
Inmaculada Rodriguez,
Anna Puig,
Juan A. Rodríguez-Aguilar,
Josep Lluis Arcos,
Sergi Cebrián,
Anton Bogdanovych,
Núria Morera,
Raquel Piqué,
& Antoni Palomo
(2019).
On the Relationship between Subjective and Objective Measures of Virtual Reality Experiences: a Case Study of a Serious Game.
International Symposium on Gamification and Games for Learning (GamiLearn 2019)
.
CEUR-WS.org.
[BibTeX]
2018
Sergi Cebrián,
Núria Morera,
Joan Anton Barceló,
Igor Bogdanovic,
Oriol López-Bultó,
Ivan Campana,
Antoni Palomo,
Raquel Piqué,
Jordi Revelles,
Xavier Terradas,
Josep Lluis Arcos,
Juan A. Rodríguez-Aguilar,
Anton Bogdanovych,
Simeon Simoff,
Tomas Trescak,
Inmaculada Rodriguez,
& Anna Puig
(2018).
Beyond the Virtual Reconstruction of an Archaeological Settlement.
Computer Applications and Quantitative Methods in Archaeology (CAA) international conference
.
[BibTeX]
Oguz Mulayim,
& Josep Lluis Arcos
(2018).
Perks of Being Lazy: Boosting Retrieval Performance.
Twenty-Sixth International Conference on Case-Based Reasoning
.
https://doi.org/10.1007/978-3-030-01081-2_21.
[BibTeX]
2017
E. Ros-Cucurull,
A. Xicola,
R.F. Palma-Álvarez,
Arturo Ribes,
L. Grau-López,
Lissette Lemus,
Josep Lluis Arcos,
& C. Roncero
(2017).
Electrodermal activity monitoring on inpatient detoxification unit.
30th ECNP Congress
.
[BibTeX]
Francisco Salas-Molina,
Francisco Martin,
Juan A. Rodríguez-Aguilar,
Joan Serrà,
& Josep Lluis Arcos
(2017).
Empowering cash managers to achieve cost savings by improving predictive accuracy.
International Journal of Forecasting, 33, 403-415.
https://doi.org/http://dx.doi.org/10.1016/j.ijforecast.2016.11.002.
[BibTeX]
Núria Morera,
Raquel Piqué,
Joan Anton Barceló,
Igor Bogdanovic,
Oriol López-Bultó,
Ivan Campana,
Antoni Palomo,
Jordi Revelles,
Xavier Terradas,
Josep Lluis Arcos,
Sergi Cebrián,
& Juan A. Rodríguez-Aguilar
(2017).
The role of the archaeologist when producing a serious game.
23rd Annual Meeting of the European Association of Archaeologists
.
[BibTeX]
David Sanchez-Pinsach,
Josep Lluis Arcos,
Sara Laxe,
Montserrat Bernabeu,
& Josep Maria Tormos
(2017).
Using community detection techniques to disc over non-explicit relationships in neurorehabilitation treatments.
20th International Conference of the Catalan Association for Artificial Intelligence
(pp. 26-35).
IOS Press.
https://doi.org/10.3233/978-1-61499-806-8-26.
[BibTeX]
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