Josep Lluís
Josep Lluís
 
Arcos
Arcos

Scientific Researcher
Scientific Researcher


Josep Lluís
Josep Lluís
 
Arcos
Arcos
Scientific Researcher
Scientific Researcher
Project Coach (Management Team)
Project Coach (Management Team)

Learning Systems
Learning Systems
(+34) 93 580 9570 ext.
227
227
arcos@iiia.csic.es
arcos@iiia.csic.es
Research areas:
  • Machine Learning
  • Time Series Analysis
  • Case-Based Reasoning
  • Virtual reality
  • Machine Learning
  • Time Series Analysis
  • Case-Based Reasoning
  • Virtual reality
Impact areas:
  • Healthcare
  • Cultural Heritage
  • Healthcare
  • Cultural Heritage
SDGs:
  • GOAL 03: Good Health and Well-being
  • GOAL 11: Sustainable Cities and Communities
  • GOAL 03: Good Health and Well-being
  • GOAL 11: Sustainable Cities and Communities
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. 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. ESHRE . [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 In Press). IOS Press. [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]
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]
2016
Joan Serrà,  Aleksandar Matic,  Josep Lluis Arcos,  & Alexandros Karatzoglou (2016). A Genetic Algorithm to Discover Flexible Motifs with Support. IEEE 16th International Conference on Data Mining Workshops . IEEE Computer Society. https://doi.org/10.1109/ICDMW.2016.35. [BibTeX]
Francisco Salas-Molina,  Francisco Martin,  Juan A. Rodríguez-Aguilar,  Joan Serrà,  & Josep Lluis Arcos (2016). Empowering cash managers to achieve cost savings by improving predictive accuracy. arXiv:1605.04219 [q-fin.GN]. [BibTeX]
Alfonso Perez-Carrillo,  Josep Lluis Arcos,  & Marcelo Wanderley (2016). Estimation of Guitar Fingering and Plucking Controls based on Multimodal Analysis of Motion, Audio and Musical Score. Music, Mind and Embodient. 11th International Symposium CMMR 2015. (pp 71-87). Springer Verlag. [BibTeX]
Joan Serrà,  & Josep Lluis Arcos (2016). Particle Swarm Optimization for Time Series Motif Discovery. Knowledge-Based Systems, 92, 127-137. https://doi.org/doi:10.1016/j.knosys.2015.10.021. [BibTeX]
Joan Serrà,  Isabel Serra,  Álvaro Corral,  & Josep Lluis Arcos (2016). Ranking and significance of variable-length similarity-based time series motifs. Expert Systems with Applications, Elsevier, 55, 452-460. https://doi.org/http://dx.doi.org/10.1016/j.eswa.2016.02.026. [BibTeX]