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  1. No Access

    Chapter and Conference Paper

    Higher-Order Adaptive Dynamical System Modelling of the Role of Epigenetics in Major Depressive Disorder

    This paper focuses on the modelling of an experiment concerning the emotional response as a result of thinking about happy memories for non-depressed and depressed individuals. Furthermore, it shows the role o...

    Taylor Magielse, Diana Pena Lage in Artificial Intelligence Applications and I… (2024)

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    Chapter and Conference Paper

    The Role of Epigenetics in OCD: A Multi-order Adaptive Network Model for DNA-Methylation Pathways and the Development of OCD

    Obsessive-Compulsive Disorder (OCD) can be classified as a psychiatric condition which is characterised by persistent intrusive thoughts, to be called obsessions, and repetitive behaviours and mental acts, to ...

    Lotte Huisman, Catherine Ong in Artificial Intelligence Applications and I… (2024)

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    Chapter and Conference Paper

    An Adaptive Network Model for Anorexia Nervosa: Addressing the Effects of Therapy

    This paper presents a potential model for understanding the development and maintenance of Anorexia Nervosa, a serious and potentially life-threatening eating disorder characterized by severe food intake restr...

    Smruti Inamdar, Teresa Liberatore, Jan Treur in Computational Collective Intelligence (2023)

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    Book and Conference Proceedings

    Computational Collective Intelligence

    15th International Conference, ICCCI 2023, Budapest, Hungary, September 27–29, 2023, Proceedings

    Ngoc Thanh Nguyen, János Botzheim in Lecture Notes in Computer Science (2023)

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    Chapter and Conference Paper

    On the Interplay of Interpersonal Synchrony, Short-Term Affiliation and Long-Term Bonding: A Second-Order Multi-adaptive Neural Agent Model

    When people interact, their behaviour tends to become synchronised, a mutual coordination process that fosters short-term adaptations, like increased affiliation, and long-term adaptations

    Sophie C. F. Hendrikse, Jan Treur in Artificial Intelligence Applications and I… (2022)

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    Chapter and Conference Paper

    A Second-Order Adaptive Decision Model for Proceeding or Terminating a Pregnancy

    This study introduces a second-level adaptive temporal-causal decision model for deciding whether to keep or not to keep a baby. In this model, different actors and factors that influence the decision-making p...

    Lisa Elderhorst, Melissa van den Berge in Artificial Intelligence Applications and I… (2022)

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    Chapter and Conference Paper

    ‘If Only I Would Have Done that…’: A Controlled Adaptive Network Model for Learning by Counterfactual Thinking

    In this paper counterfactual thinking is addressed based on literature mainly from Neuroscience and Psychology. A detailed literature review was conducted in identifying processes, neural correlates and theori...

    Raj Bhalwankar, Jan Treur in Artificial Intelligence Applications and Innovations (2021)

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    Chapter and Conference Paper

    The Effect of Emergent Team Roles on Team Performance: A Computational Network Model

    Much research has been done into the role of different team members through team problem-solving processes, though less research has been done into an optimal combination of members and the influence of their ...

    Shairoz A. Evegroen, Yagel Schoonderbeek in Computational Collective Intelligence (2021)

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    Chapter and Conference Paper

    Equilibrium Analysis for Within-Network Dynamics: From Linear to Nonlinear Aggregation

    In this paper, it is shown how, in contrast to often held beliefs, certain classes of nonlinear functions used for aggregation in network models enable analysis of the emerging within-network dynamics like lin...

    Jan Treur in Computational Collective Intelligence (2021)

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    Chapter and Conference Paper

    A Second-Order Adaptive Network Model for Shared Mental Models in Hospital Teamwork

    This paper describes a second-order adaptive network model for mental processes making use of shared mental models for team performance. The paper illustrates the value of adequate shared mental models for saf...

    Laila van Ments, Jan Treur, Jan Klein in Computational Collective Intelligence (2021)

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    Chapter and Conference Paper

    A Computational Model for the Second-Order Adaptive Causal Relationships Between Anxiety, Stress and Physical Exercise

    Mental disorders are more and more seen as based on complex networks of symptoms and predispositions that create the disorder as an emergent behaviour of the network’s dynamics. This paper aims to provide a co...

    Lars Rass, Jan Treur in Artificial Intelligence Applications and Innovations (2021)

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    Chapter and Conference Paper

    How Motivated Are You? A Mental Network Model for Dynamic Goal Driven Emotion Regulation

    Emotions drive our lives in one direction or another. It not only defines our psychological health but also shades light on one’s goals in the external world. This paper introduces a mental network model to de...

    Nimat Ullah, Jan Treur in Artificial Intelligence and Soft Computing (2020)

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    Chapter and Conference Paper

    From Victim to Survivor: A Multilayered Adaptive Mental Network Model of a Bully Victim

    Peer victimization is usually addressed with hazardous short and long term effects. Social surroundings and cyber technology act as a fertile ground for perpetrators to target victims. Fragile and lonely peopl...

    Fakhra Jabeen, Charlotte Gerritsen, Jan Treur in Artificial Intelligence and Soft Computing (2020)

  14. Chapter and Conference Paper

    Know Yourself: An Adaptive Causal Network Model for Therapeutic Intervention for Regaining Cognitive Control

    Long term stress often causes depression and neuronal atrophies that in turn can lead to a variety of health problems. As a result of these cellular changes, also molecular changes occur. These changes, that i...

    Nimat Ullah, Jan Treur in Artificial Intelligence Applications and Innovations (2020)

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    Chapter and Conference Paper

    A Second-Order Adaptive Agent Network Model for Social Dynamics in a Classroom Setting

    Alcohol consumption among young adolescents is problematic as health implications and behavioural changes are common consequences. Another problematic factor among young adolescents is the amount of delinquenc...

    Kasper Nicholas, Eric Zonneveld, Jan Treur in Intelligent Computing Methodologies (2020)

  16. No Access

    Chapter and Conference Paper

    A Second-Order Adaptive Social-Cognitive Agent Model for Prisoner Recidivism

    In this study, a second-order adaptive social-cognitive agent model is introduced to examine prisoner recidivism. For comparison between different kinds of prisons and prison policies, recidivism rates from No...

    Dorien Melman, Janne B. Ploeger, Jan Treur in Highlights in Practical Applications of Ag… (2020)

  17. No Access

    Chapter and Conference Paper

    A Computational Model of Myelin Excess for Patients with Post-Traumatic Stress Disorder

    The brain is the central organ of stress and controls the adaptation to stressors, while it perceives what is potentially threatening and determines the behavioral and physiological responses. Post-traumatic s...

    Jelmer Langbroek, Jan Treur in Artificial Intelligence and Soft Computing (2019)

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    Chapter and Conference Paper

    Physical Activity Contagion and Homophily in an Adaptive Social Network Model

    Regular physical activity contributes to higher levels of well-being, healthy aging and prevention of several chronic diseases such as depression. To establish or change behaviours concerning physical activit...

    Marit van Dijk, Jan Treur in Computational Collective Intelligence (2018)

  19. No Access

    Chapter and Conference Paper

    A Computational Network Model for the Effects of Certain Types of Dementia on Social Functioning

    This paper introduces a temporal-causal network model that describes the recognition of emotions shown by others. The model can show both normal functioning and cases of dysfunctioning, such as can be the case...

    Charlotte Commu, Jan Treur, Annemieke Dols in Computational Collective Intelligence (2018)

  20. Chapter and Conference Paper

    A Temporal-Causal Network Model for the Internal Processes of a Person with a Borderline Personality Disorder

    This paper presents a computational network model for a person with a Borderline Personality Disorder. It was designed according to a Network-Oriented Modeling approach as a temporal-causal network based on n...

    Maria Hoțoiu, Federico Tavella, Jan Treur in Artificial Intelligence Applications and I… (2018)

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