Gabrieli Giulio

Experience

School of Social Sciences - Graduate Student Club (Nanyang Technological University)

Vice-president
May 2019 - Ongoing

Social and Affective Neuroscience Lab

Research

Research on social behaviour and affective neuroscience. Experimental design, data collection, Big Data analysis and neurophysiological signal processing (including fNIRS, EMG, ECG, EDA, EEG, and infant cry).

January 2019 - Ongoing

Raspberry Pi Foundation

Volounteer translator

Volounteer English to Italian translator for the Raspberry Pi Foundation.

July 2018 - Ongoing

Affiliative Behaviour and Physiologyy Lab

Research

Research on phsyiology and affective behaviours. I work on the implementation of experimental paradigms, data collection and neurophysiological signal processing (including EEG, EMG, ECG and EDA, pupillometry, infant cry).

June 2015 - December 2018

Hellas Verona F.C. s.p.a.

Data entry
June 2014 - December 2018

University of Trento

Research assistant

Research assistant at the Department of Psychology and Cognitive Science.

July 2018 - September 2018

University of Trento

Scientific meeting organization

I've been involved in the organization of the 13th International Infant Cry workshop. Especially, I designed and developed the website for the workshop and managed the IT support for the venue and for the guests.

June 2017 - August 2017

RTS - RealTime Sportcast

Match reporter
June 2013 - July 2015

Education

Nanyang Technological University

PhD Student
Program of Psychology - School of Social Sciences
January 2019 - Ongoing

University of Trento

Master Degree in Human-Computer Interaction
Department of psychology and Cognitive Science
Department of Information Engineering and Computer Science

110/110 with honors

GPA: 3.64

September 2016 - July 2018

Nagasaki University

Graduate School of Biomedical Sciences

Research - Erasmus+

October 2016 - March 2017

Nanyang Technological University

School of Humanities and Social Sciences

Summer Research Internship

June 2016 - July 2016

University of Trento

Bachelor Degree in Interfaces and Communication Technologies
Department of psychology and Cognitive Science

110/110 with honors

GPA: 3.63

September 2013 - September 2016

Skills

Programming Languages and Frameworks
Software and Tools

Brackets, Spyder, Filezilla, Google Suite, GitKraken, TeXstudio, Adobe Photoshop, Adobe Illustrator, GIMP, Inkscape,Audacity, Axure RP, Matlab, Android Studio.

UX and UI design

User-centered design, Concept testing, Questionnaire, click-stream analysis, card sorting, interviews, A/B testing, participatory design.

Research

Signal processing, acoustic analysis, behaviour analysis, eye-tracking, machine learning, data collection (EEG, ECG, EMG, EDA, NIRS, Thermal imaging, pupillometry).

Grants and Awards

  • Singapore's National Super Computing Centre January 2020 Cycle, Project: Computational study of Child Development in Low Resource Contexts (Project ID: 12001609)
  • University of Trento - Award of Merit (2018)
  • 1st Place - HIT Hub Innovazione Trentino - 1st Trento UX Challenge (2017) [Media coverage]

Publications

    In press

  • Bizzego, A., Gabrieli, G., Azhari, A., Setoh, P., Esposito, G. (Accepted for publication). Computational methods for the assessment of empathic synchrony, Smart Innovation, Systems and Technologies.

  • 2020

  • Bonassi, A., Cataldo, I., Gabrieli G., Tandiono, M., Foo, J. N., Lepri, B., & Esposito, G. (2020, February 19). The interaction between serotonin transporter allelic variation and maternal care modulates sociability on Instagram. DOI: 10.31234/osf.io/dkvnf [Preprint - PDF]

  • Gabrieli G., Bornstein M.H., Manian N., Esposito G. (2019). Assessing Mothers' Post-Partum Depression from Their Infants' Cry Vocalizations. Behavioural Sciences 10 (2), 55 DOI: 10.3390/bs10020055 [Open Access - PDF] [Preprint - PDF]

  • Bizzego, A., Azhari, A., Campostrini, N., Truzzi, A., Ng, L. Y., Gabrieli, G., Bornstein M. H., Setoh P. & Esposito, G. (2020). Strangers, Friends, and Lovers Show Different Physiological Synchrony in Different Emotional States. Behavioral Sciences, 10(1), 11. DOI: 10.3390/bs10010011 [Open Access - PDF]

  • Gabrieli, G., Azhari A., Esposito G. (2020) PySiology: A Python Package for Physiological Feature Extraction. In: Esposito A., Faundez-Zanuy M., Morabito F., Pasero E. (eds) Neural Approaches to Dynamics of Signal Exchanges. Smart Innovation, Systems and Technologies, vol 151. Springer, Singapore [PDF]

  • 2019

  • Gabrieli G., Bornstein M. H., & Esposito G. (2019). Using users’ physiological responses for the estimation of websites’ aesthetic judgments. PsyArXiv [Preprint - PDF]

  • Bonassi A., Cataldo I., Gabrieli G., Foo J. N., Lepri B., & Esposito G. (2019). Oxytocin Receptor Gene polymorphism and early parental bonding interact in shaping Instagram social behaviour. PsyArXiv [Preprint - PDF]

  • Gabrieli, G., Scapin, G., Bornstein, M.H., Esposito, G. (2019) Are Cry Studies Replicable? An Analysis of Participants, Procedures, and Methods Adopted and Reported in Studies of Infant Cries. Acoustics, 1, 866-883. DOI: 10.3390/acoustics1040052 [Open Access - PDF]

  • Venturoso L., Gabrieli G., Truzzi A., Azhari A., Setoh P., Bornstein M.H., Esposito G. (2019) Effects of Baby Schema and Mere Exposure on Explicit and Implicit Face Processing, Frontiers in Psychology. DOI: doi: 10.3389/fpsyg.2019.02649 [Open Access - PDF]

  • Azhari, A., Leck, W. Q., Gabrieli, G., Bizzego, A., Rigo, P., Setoh, P., Bornstein M.H. & Esposito, G. (2019). Parenting Stress Undermines Mother-Child Brain-to-Brain Synchrony: A Hyperscanning Study. Scientific reports, 9(1), 1-9. DOI: 10.1038/s41598-019-47810-4 [Open Access Article - PDF]

  • Bizzego A., Battisti A., Gabrieli G., Esposito G., Furlanello C.(2019), pyphysio: a physiological signal processing library for data science approaches in psycho-physiology, Software X, vol. 10, DOI: 10.1016/j.softx.2019.100287 [Open Access - PDF]

  • Gabrieli G., Leck. W., Bizzego A., Esposito G. (2019), Are Praat's default settings optimal for Infant cry analysis?, Linux Audio Conference 2019, 23 - 26 March 2019, Stanford, California [Conference Paper - PDF]

  • 2018

  • Esposito, G., Venuti P., Iandolo G., de Falco S., Gabrieli G., Wei C., Bornstein, M.H. (2018), Microgenesis of Typical Storytelling, Early Child Development and Care, DOI:10.1080/03004430.2018.1554653 [PDF]

Talks and Poster

    2020

  • Gabrieli G., Bornstein M.H., Manian N., Esposito G. (2020) Machine Learning to stratify infants’ cry vocalizations of postpartum depressed mothers. NIE International Graduate Student Conference 2020, July 1-3, 2020, Singapore [Poster]

  • Bonassi A., Cataldo I., Gabrieli G., Lepri B., Esposito G. (2020). Genetic predispositions and early parent-child relationship are related to Instagram behaviour. Cognitive Science Arena (CSA), February 7-8 2020, Brixen, Italy.

  • Gobbi P., Bonassi A., Cataldo I., Gabrieli G., Lepri B., Esposito G. (2020). Exploring Sociable Attitudes in Facebook: A gene-environment investigation. Cognitive Science Arena (CSA), February 7-8 2020, Brixen, Italy.

  • 2019

  • Bizzego, A., Gabrieli, G., Bornstein, M. H., Deater-Deckard, K., Putnick, D. L., Lansford, J. E., Bradley, R. H., Costa, M., Esposito, G., (2019) Child Mortality in Low- and Middle-Income Countries: A transdisciplinary study using Artificial Intelligence, 3rd International Developmental Pediatrics Association Congress - Transdisciplinary interventions: Idea in Action, 9-12 December 2019. Manila Philippines [Poster - PDF]

  • Bonassi A., Cataldo I., Gabrieli G., Lepri B., Esposito G. (2019). Genetic factors and early parent-infant interactions shape Instagram users' social behaviour. Federation of European Neuroscience Societies (FENS) Hertie Winter School, 8-14 December 2019, Obergurgl, Austria.

  • Kamburova H., Kumar R., Gao F., Gabrieli G. (2019). Open Access in the Asia-Pacific Countries: A Q&A with Academics, , 5 December, 2019, Researcher App Webinair

  • Goh S. N. Gabrieli G., Koh W. (2019), Open Data and Materials, Singapore ReproducibiliTea, 5 December 2019, Nanyang Technological University, Singapore

  • Gabrieli G. (2019), Reproducibility Now: Why many studies are not reproducible? Singapore ReproducibiliTea, 21 November 2019, Nanyang Technological University (Singapore)

  • Gabrieli, G., Using Artificial Intelligence to fight Child Mortality, Healthcare Tech - La Kopi @ Google Developer Space, 29 September 2019, Singapore (SG) [Presentation]

  • Bizzego, A., Gabrieli, G., Azhari, A., Setoh, P., Esposito, G. (2019). Computational methods for the assessment of empathic synchrony, 29th Italian Workshop on Neural Networks, 12 - 14 June 2019, Vietri sul Mare. Italy

  • Azhari A., Leck W.Q., Gabrieli G., Bizzego A., Rigo P., Setoh P., Bornstein M.H., & Esposito G. (2019), Parenting Stress Undermines Mother-Child Interbrain Synchrony, Social & Affective Neuroscience Society (SANS), 2 - 4 May 2019, Miami, Florida, USA

  • Bizzego, A., Gabrieli, G., Bornstein, M. H., Deater-Deckard, K., Putnick, D. L., Lansford, J. E., Bradley, R. H., Costa, M. and Esposito, G., (2019). Adapting the MAQC-DAP to the UNICEF MICS Dataset to Predict Child Mortality in Low- and Middle-Income Countries, 3rd Annual MAQC Society Conference, 8-10 April 2019, Trento, Italy

  • Gabrieli G. (2019), Predicting Child Mortality in Low- and Middle-Income Countries: a big data approach, “3 Minute Thesis” Competition 2019, 29 March 2019, Nanyang Technological University, Singapore [Presentation]

  • Gabrieli G., Leck. W., Bizzego A., Esposito G. (2019), Are Praat's default settings optimal for Infant cry analysis?, Linux Audio Conference 2019, 23 - 26 March 2019, Stanford, California [Conference Paper - PDF] [Presentation]

  • Leck W., Azhari, A., Bizzego A., Gabrieli G., Esposito, G. (2019), Mother-Child Brain Synchrony: A Unique Dyadic Coupling, International Symposium on Cognition and Neuroscience (ISCN), 8 March 2019, Singapore [Poster]


  • 2018

  • Gabrieli G., Esposito G., Neuroaesthetic of websites: evaluating the impact of expertise and exposure to website on aesthetic judgment, International Association of Empirical Aesthetics Congress (IAEA), August 30 - September 2 2018, Toronto, Canada [Presentation]

  • Gabrieli G., Truzzi A., Rigo P., Onnis L., Esposito G. (2018), Promoting empathy with rhymes: effects of poetry exposure on physiological arousal and empathic trait, European Society for Cognitive and Affective Neuroscience (ESCAN), 19-22 July 2018, Leiden, The Netherlands [Presentation]

  • Gabrieli G., Azhari A., Esposito G. (2018), PySiology: a Python Package for Physiological Feature Extraction, Italian Workshop on Neural Networks (WIRN), 13-15 June 2018, Vietri sul Mare, Italy. [Presentation]

  • Gabrieli G., Esposito G. (2018), Neuroaesthetics and web design: how expertise shapes our perception of web pages, Concepts, Actions, and Objects (CAOS), May 3-5 2018, Rovereto, Italy [Poster]

  • Venturoso L., Gabrieli G., Truzzi A., Esposito G. (2018), “Isn’t it lovely?”: Gender differences in response to babies and adults faces of different ethnic groups, Concepts, Actions and Objects. Functional and Neural Perspectives (CAOs), May 3-5 2018, Rovereto (TN), Italy [Poster]

  • Gabrieli G. (2018), Vil S., Esposito G, Setoh P., Truzzi A., Love patterns: a machine learning approach to the study of individuals’ perception of romantic interactions in ongoing and past relationships, Consortium of European Research on Emotion 2018, Glasgow (Scotland) [Poster]

  • Gabrieli G. Esposito G., Setoh P., Vil S., Truzzi A. (2018), A machine learning approach to the study of individuals’ perception of romantic relationships, Cognitive Science Arena (CSA), February 23-24 2018, Brixen (BN),Italy. [Presentation]

  • Ghilardi T., Bonassi A., Gabrieli G., Doi H., Shinohara K., Esposito G. (2018). The influence of ethnicity in the recognition ability of emotional faces and voices. Cognitive Science Arena (CSA), February 23-24 2018, Brixen, Italy


  • 2017

  • Gabrieli G., Scapin G., Panzariello S., Esposito G. (2017), Analysis of available methods for Fundamental Frequency Estimation applied to the Infant Cry, 13th International Infant Cry Workshop, 6-8 July 2017, Rovereto Italy[Presentation]

  • Gabrieli G. (2017), BCI 101 - Introduction to Brain Computer Interfaces, 13th Speck and Tech, Trento Italy [Presentation]

  • Gabrieli G., Lim M., Bolcato C., Truzzi A., Rigo P., Onnis L., Esposito G. (2017). Reading poetry increases adults’ empathetic traits and moderated physiological arousal. Social and affective Neuroscience Society (SANS), Annual Meeting 16-18 March 2017, Los Angeles (USA)


  • 2016

  • Gabrieli G., Esposito G. (2016). The Dynamics of Love. Nanyang Technological University’s Summer Research Internship, Singapore (Singapore) [Poster]

Datasets

    2019

  • Gabrieli G., Esposito G. Azhari A., 2019, "Replication Data for: Cohabitation Enhances Couple’s Brain-to-Brain Synchrony to Infant Cry", https://doi.org/10.21979/N9/ETOGH8, DR-NTU (Data), V1

  • Esposito G., Gabrieli G., Venturoso L., 2019, "Effects of Baby Schema and Mere Exposure on Explicit and Implicit Face Processing", https://doi.org/10.21979/N9/TGTTTR, DR-NTU (Data), V1

  • Esposito G., Bonassi A.,Gabrieli G., 2019, "Replication Data for: The recognition of emotional faces is affected by intensity and ethnicity", https://doi.org/10.21979/N9/GTRLJJ, DR-NTU (Data), V2

  • Esposito G.,Gabrieli G., Azhari A., Bizzego A., 2019, "Replication Data for: Parenting Stress Undermines Mother-Child Brain-to-Brain Synchrony: A Hyperscanning Study", https://doi.org/10.21979/N9/CTR0YX, DR-NTU (Data), V1

  • Esposito G.; Gabrieli G., 2019, "Replication Data for: Using users' physiological reactivity to predict websites' aesthetic experiences", https://doi.org/10.21979/N9/YCDXNE, DR-NTU (Data), V1

  • Esposito G.,Gabrieli G., "Replication Data for: Are cry studies replicable? An analysis of participants, setups, and methods adopted and reported in cry studies", "https://doi.org/10.21979/N9/UDQBEK, DR-NTU (Data), V2

  • Esposito G.,Gabrieli G., 2019, "Replication Data for: PySiology: a Python Package for Physiological Feature Extraction", https://doi.org/10.21979/N9/GZSQT7, DR-NTU (Data), V1

Preregistrations

    2020

  • Bonassi A., Carollo A., Cataldo I.,Gabrieli, G., Lepri B., & Esposito G. (2020, February 26). A potential interaction between genetic predispositions and adult attachment patterns on Facebook behaviour. Retrieved from https://osf.io/egsc7

  • Bonassi A., Cataldo I., Gabrieli, G., Lepri B., & Esposito G. (2020, February 26). The interplay between Oxytocin Receptor Gene and adult close relationship on Instagram behaviour. Retrieved from https://osf.io/t78fu

  • Gabrieli, G., Gualco C., Bizzego A., & Esposito G. (2020, January 22). Websites' halo effect (trusworthines) is modulated by the presence of human faces in websites. Retrieved from https://osf.io/e9f82

  • 2019

  • Bonassi, A., Cataldo, I., Gabrieli, G., Lepri, B., & Esposito, G. (2019, November 20). Oxytocin Receptor Gene polymorphism and early parental bonding interact in modulating Facebook social behaviour. Retrieved from https://osf.io/xudkn

  • Gabrieli, G., Esposito, G., & Goh, R. (2019, October 30). Faces' Aesthetic and Trustworthiness. Retrieved from osf.io/acpm7

  • Gabrieli G., Goh R., Esposito G., & Carollo A. (2019, October 13). Baby faces and Media. Retrieved from "osf.io/4n6mh

  • Bonassi, A., Cataldo, I., Gabrieli G., Lepri, B., & Esposito, G. (2019, October 4). Genetic Predispositions and Caregiving Behaviour interact in modulating Virtual Social Attitudes in Humans. Retrieved from https://osf.io/j9nqc

Downloads & links

CV


Featured python packages