[HTML][HTML] Computational approaches to explainable artificial intelligence: advances in theory, applications and trends

JM Górriz, I Álvarez-Illán, A Álvarez-Marquina, JE Arco… - Information …, 2023 - Elsevier
Deep Learning (DL), a groundbreaking branch of Machine Learning (ML), has emerged as a
driving force in both theoretical and applied Artificial Intelligence (AI). DL algorithms, rooted …

[PDF][PDF] Modeling emerging interpersonal synchrony and its related adaptive short-term affiliation and long-term bonding: a second-order multi-adaptive neural agent …

SCF Hendrikse, J Treur, SL Koole - International journal of neural …, 2023 - researchgate.net
When people interact, their behavior tends to become synchronized, a mutual coordination
process that fosters short-term adaptations, like increased a±liation, and long-term …

The future of psychotherapy research and neuroscience: Introducing the 4E/MoBI approach to the study of patient–therapist interaction

S Costa-Cordella, A Grasso-Cladera… - Review of General …, 2024 - journals.sagepub.com
The integration of neuroscience and psychotherapy research has long been a topic of
interest in the field of mental health. A significant challenge in psychotherapy research is …

[HTML][HTML] A multi-adaptive network model for human Hebbian learning, synchronization and social bonding based on adaptive homophily

Y Mukeriia, J Treur, S Hendrikse - Cognitive Systems Research, 2024 - Elsevier
This paper present a multi-adaptive network model integrating multiple adaptation
mechanisms, specifically focusing on five types of such adaptation mechanisms. Two of …

[HTML][HTML] On Becoming in Sync with Yourself and Others: An Adaptive Agent Model for How Persons Connect by Detecting Intrapersonal and Interpersonal Synchrony

SCF Hendrikse, J Treur, TF Wilderjans, S Dikker… - Human-Centric …, 2023 - Springer
Research indicates that interpersonal synchronisation leads to more closeness, mutual
coordination, alliance, or affiliation between the synchronized persons. There is a pathway …

[HTML][HTML] Relationship-specific and relationship-independent behavioural adaptivity in affiliation and bonding: a multi-adaptive dynamical systems approach

SCF Hendrikse, J Treur, SL Koole - Cognitive Systems Research, 2024 - Elsevier
Humans often adapt their behaviour toward each other when they interact. From a
neuroscientific perspective, such adaptivity can involve mechanisms based on adaptive …

[HTML][HTML] Decision making in fuzzy rough set theory

F Chacón-Gómez, ME Cornejo, J Medina - Mathematics, 2023 - mdpi.com
Decision rules are powerful tools to manage information and to provide descriptions of data
sets; as a consequence, they can acquire a useful role in decision-making processes where …

On the interplay of interpersonal synchrony, short-term affiliation and long-term bonding: A second-order multi-adaptive neural agent model

SCF Hendrikse, J Treur, TF Wilderjans, S Dikker… - … Conference on Artificial …, 2022 - Springer
When people interact, their behaviour tends to become synchronised, a mutual coordination
process that fosters short-term adaptations, like increased affiliation, and long-term …

[HTML][HTML] Why behaviour matters: Studying inter-brain coordination during child-caregiver interaction

IM Haresign, AM Emily, V Sam - Developmental Cognitive Neuroscience, 2024 - Elsevier
Modern technology allows for simultaneous neuroimaging from interacting caregiver-child
dyads. Whereas most analyses that examine the coordination between brain regions within …

Becoming attuned to each other over time: a computational neural agent model for the role of time lags in subjective synchrony detection and related behavioral …

SCF Hendrikse, J Treur, TF Wilderjans, S Dikker… - … Conference on Brain …, 2022 - Springer
Interpersonal synchrony usually means that people mutually adapt their behavior to each
other over time. Such behavioral adaptivity is assumed to be driven by some form of …