Scientific Publications

  • C. Calabrese and M. Lombardi and E. Bollt and P. De Lellis and B.G. Bardy and M. di Bernardo
    Spontaneous emergence of leadership patterns drives synchronization in complex human networks
    Article in: Scientific Reports, vol. 11, nr. 1, 2021
    pdf [export bib] [link...] [doi: 10.1038/s41598-021-97656-y...]

  • M. M.N. Bienkiewicz and A. P. Smykovskyi and T. Olugbade and S. Janaqi and A. Camurri and N. Bianchi-Berthouze and M. Björkman and B. G. Bardy
    Bridging the gap between emotion and joint action
    Article in: Neuroscience & Biobehavioral Reviews, vol. 131, pp. 806 - 833, 2021
    pdf [export bib] [link...] [doi: 10.1016/j.neubiorev.2021.08.014...]

  • V. D'Amato and E. Volta and L. Oneto and G. Volpe and A. Camurri and D. Anguita
    Accuracy and Intrusiveness in Data-Driven Violin Players Skill Levels Prediction: MOCAP Against MYO Against KINECT
    Article in: Proceedings of the 16th International Work-Conference on Artificial Neural Networks - IWANN 2021, vol. 12862, pp. 367 - 379, 2021
    pdf [export bib] [link...] [doi: 10.1007/978-3-030-85099-9_30...]

  • G. Gnecco and M. Sanguineti and A. Camurri and B. Bardy and D. Mottet
    Comparing Features for Detecting the Origin of Movement based on a Graph-Theoretical Cooperative Game Model
    Article in: International Conference on Optimization and Decision Science (ODS), Rome, 14-17 September, 2021
    pdf [export bib] [link...]

  • M. Zhan and R. Goebel and B. de Gelder
    Subjective understanding of actions and emotions involves the interplay of the semantic and action observation networks in the brain
    Article, 2021
    pdf [export bib] [link...] [doi: 10.1101/2021.04.15.439961...]

  • B. de Gelder and M. P. Solanas
    A computational neuroethology perspective on body and expression perception
    Article in: Trends in Cognitive Sciences, Cell Press, Elsevier, 2021
    pdf [export bib] [link...] [doi: 10.1016/j.tics.2021.05.010...]

  • M. Poyo Solanas and M.J. Vaessen and B. de Gelder
    Computation-Based Feature Representation of Body Expressions in the Human Brain
    Article in: Cerebral Cortex, 2020
    pdf [export bib] [link...] [doi: 10.1093/cercor/bhaa196...]

  • V. Kurkova and M. Sanguineti
    Correlations of random classifiers on large data sets
    Article in: Soft Computing, Springer, 2021
    pdf [export bib] [link...] [doi: 10.1007/s00500-021-05938-4...]

  • K. Kolykhalova and G. Gnecco G. and M. Sanguineti and G. Volpe and A. Camurri
    Automated Analysis of the Origin of Movement: An Approach Based on Cooperative Games on Graphs
    Article in: IEEE Transactions on Human-Machine Systems, vol. 50, nr. 6, pp. 550-560, 2020
    pdf [export bib] [link...] [doi: 10.1109/THMS.2020.3016085...]

  • O. Matthiopoulou and A. Camurri and B. Bardy and G.Gnecco and D. Mottet and M.Sanguineti
    Detecting the Perceived Origin of Full-Body Human Movement via Shapley Values Games on Graphs
    Article in: Int. Conf. Optimization and Decision Science (Book of Abstracts), pp. 70, 2020
    pdf [export bib]

  • V. D'Amato and E. Volta and L. Oneto and G. Volpe and A. Camurri and D. Anguita
    Understanding Violin Players Skills Level based on Motion Capture: a Data Driven Perspective
    Article in: Cognitive Computation (in press), 2020
    pdf [export bib]

  • P.M. Hilt and P. Cardellicchio and E. Dolfini and T. Pozzo and L. Fadiga and A. D’Ausilio
    Motor Recruitment during Action Observation: Effect of Interindividual Differences in Action Strategy
    Article in: Cerebral Cortex, vol. 30, nr. 7, pp. 3910–3920, 2020
    pdf [export bib] [link...] [doi: 10.1093/cercor/bhaa006...]

  • C. Bao and Z. Fountas and T. Olugbade and N. Bianchi-Berthouze
    Multimodal Data Fusion based on the Global Workspace Theory
    Article in: arXiv, 2020
    pdf [export bib] [link...]

  • A. Coste and B.G. Bardy and S. Janaqi and P. Slowinski and K. Tsaneva-Atanasova and J.L. Goupil and L. Marin
    Decoding identity from motion: how motor similarities colour our perception of self and others
    Article in: Psychological Research, 2020
    pdf [export bib] [link...] [doi: 10.1007/s00426-020-01290-8...]

  • A. W. de Borst and M. V. Sanchez-Vives and M. Slater and B. de Gelder
    First-Person Virtual Embodiment Modulates the Cortical Network that Encodes the Bodily Self and Its Surrounding Space during the Experience of Domestic Violence
    Article in: Eneuro, 7(3), 2020
    pdf [export bib] [link...] [doi: 10.1523/ENEURO.0263-19.2019...]

  • M. Poyo Solanas and M.J. Vaessen and B. de Gelder
    The role of computational and subjective features in emotional body expressions
    Article in: Sci Rep, 10, 6202, 2020
    pdf [export bib] [link...] [doi: 10.1038/s41598-020-63125-1...]

  • V. Lussu and R. Niewiadomski and G. Volpe and A. Camurri
    The role of respiration audio in multimodal analysis of movement qualities
    Article in: Journal on Multimodal User Interfaces, vol. 14, nr. 1, 2020
    pdf [export bib] [link...] [doi: 10.1007/s12193-019-00302-1...]

  • G. Marrazzo and M.J. Vaessen and B. de Gelder
    The dynamics of body category and emotion processing in high-level visual, prefrontal and parietal cortex
    Article in: bioRxiv 2020.07.14.202515, 2020
    pdf [export bib] [link...] [doi: 10.1101/2020.07.14.202515...]

  • N.E. Gold and C. Wang and T. Olugbade and N. Bianchi-Berthouze and A. C. de C. Williams
    P(l)aying Attention: Multi-modal, multi-temporal music control
    Article in: Proceedings in: International Conference on New Interfaces for Musical Expression (NIME), 2020
    pdf [export bib]

  • S. Karumuri and R. Niewiadomski and G. Volpe and A. Camurri
    From Motions to Emotions - Classification of Affect from Dance Movements using Deep Learning
    Article in: ACM Extended Abstracts of the CHI EA '19 Conference on Human Factors in Computing Systems, pp. 1-6, 2019
    pdf [export bib] [link...] [doi: 10.1145/3290607.3312910...]

  • A. Coste and B.G. Bardy and L. Marin
    Towards an Embodied Signature of Improvisation Skills
    Article in: Frontiers in Psychology, vol. 10, pp. 2441, 2019
    pdf [export bib] [link...] [doi: 10.3389/fpsyg.2019.02441...]

  • C. Wang and T.A. Olugbade and A. Mathur and A. C De C. Williams and N. D Lane and N. Bianchi-Berthouze
    Recurrent network based automatic detection of chronic pain protective behavior using MoCap and sEMG data
    Article in: ISWC '19: Proceedings of the 23rd International Symposium on Wearable Computers, pp. 225–230, 2019
    pdf [export bib] [link...] [doi: 10.1145/3341163.3347728...]

  • C. Wang and M. Peng and T.A. Olugbade and N.D. Lane and A.C. de C. Williams and N. Bianchi-Berthouze
    Learning Temporal and Bodily Attention in Protective Movement Behavior Detection
    Article in: Proceedings of 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW 2019), pp. 324-330, 2019
    pdf [export bib] [link...] [doi: 10.1109/aciiw.2019.8925084...]

  • M. Vaessen and K. Van der Heijden nd B. de Gelder
    Decoding of emotion expression in the face, body and voice reveals sensory modality specific representations
    Article in: {bioRxiv - Cold Spring Harbor Laboratory}, 2019
    pdf [export bib] [link...] [doi: 10.1101/869578...]

  • A. A. Nogueira-Campos and P. M. Hilt and L. Fadiga and C. Veronesi and A. D’Ausilio and T. Pozzo
    Anticipatory postural adjustments during joint action coordination
    Article in: Scientific Reports, vol. 9, nr. 1, 2019
    pdf [export bib] [link...] [doi: 10.1038/s41598-019-48758-1...]

  • G. Volpe and P. Alborno and M. Mancini and R. Niewiadomski and S. Piana and A. Camurri
    The Multi-Event-Class Synchronization (MECS) Algorithm
    Poster in: VIII Joint Action Meeting (JAM) bi-annual meeting, IIT and UNIGE, Genoa, 2019
    pdf [export bib]

  • P. M. Hilt and L. Badino and A. D'Ausilio and G. Volpe and S. Tokay and L. Fadiga and A. Camurri
    Multi-layer adaptation of group coordination in musical ensembles
    Article in: Scientific Reports, vol. 9, nr. 5854, 2019
    pdf [export bib] [link...] [doi: 10.1038/s41598-019-42395-4...]

  • F. Capozzi and C. Beyan and A. Pierro and A. Koul and V. Murino and S. Livi and A.P. Bayliss and J. Ristic and C. Becchio
    Tracking the Leader: Gaze Behavior in Group Interactions
    Article in: iScience, vol. 16, pp. 242 - 249, 2019
    pdf [export bib] [link...] [doi: 10.1016/j.isci.2019.05.035...]

  • M. Poyo Solanas and M. Vaessen and B. de Gelder
    Multivariate analysis of affective body perception using postural and kinematic features of movement
    Poster in: Organization for Human Brain Mapping (OHBM) annual meeting, 2019
    pdf [export bib]

  • M. Vaessen and K. Van der Heijden and R. Watson and B. de Gelder
    Representations of emotion from the face, body and voice in the brain, an fMRI decoding study
    Poster in: Organization for Human Brain Mapping (OHBM) annual meeting, 2019
    pdf [export bib]



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