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  1. No Access

    Chapter and Conference Paper

    An Ontological Approach for Recommending a Feature Selection Algorithm

    Feature selection plays an important role in machine learning or data mining problems. Removing irrelevant features increases model accuracy and reduces the computational cost. However, selecting important fea...

    Aparna Nayak, Bojan Božić, Luca Longo in Web Engineering (2022)

  2. No Access

    Chapter and Conference Paper

    A Survey on the Application of Virtual Reality in Event-Related Potential Research

    Virtual reality (VR) is getting traction in many contexts, allowing users to have a real-life experience in a virtual world. However, its application in the field of Neuroscience, and above all probing newer a...

    Vladimir Marochko, Richard Reilly… in Machine Learning and Knowledge Extraction (2022)

  3. No Access

    Chapter and Conference Paper

    A Computational Analysis of Cognitive Effort

    Cognitive effort is a concept of unquestionable utility in understanding human behaviour. However, cognitive effort has been defined in several ways in literature and in everyday life, suffering from a partial...

    Luca Longo, Stephen Barrett in Intelligent Information and Database Systems (2010)

  4. No Access

    Chapter and Conference Paper

    Cognitive Effort for Multi-agent Systems

    Cognitive Effort is a multi-faceted phenomenon that has suffered from an imperfect understanding, an informal use in everyday life and numerous definitions. This paper attempts to clarify the concept, along wi...

    Luca Longo, Stephen Barrett in Brain Informatics (2010)