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A systematic literature review on multimodal machine learning: Applications, challenges, gaps and future directions
Multimodal machine learning (MML) is a tempting multidisciplinary research area where
heterogeneous data from multiple modalities and machine learning (ML) are combined to …
heterogeneous data from multiple modalities and machine learning (ML) are combined to …
Reinforcement learning approaches in social robotics
This article surveys reinforcement learning approaches in social robotics. Reinforcement
learning is a framework for decision-making problems in which an agent interacts through …
learning is a framework for decision-making problems in which an agent interacts through …
Internet of musical things: Vision and challenges
The Internet of Musical Things (IoMusT) is an emerging research field positioned at the
intersection of Internet of Things, new interfaces for musical expression, ubiquitous music …
intersection of Internet of Things, new interfaces for musical expression, ubiquitous music …
Highly automated job interviews: Acceptance under the influence of stakes
Technological advancements allow the automation of every part of job interviews
(information acquisition, information analysis, action selection, action implementation) …
(information acquisition, information analysis, action selection, action implementation) …
[PDF][PDF] Multimodal learning analytics-Rationale, process, examples, and direction
This chapter is an introduction to the use of multiple modalities of learning trace data to
better understand and feedback learning processes that occur both in digital and face-to …
better understand and feedback learning processes that occur both in digital and face-to …
A systematic review of physiological measurements, factors, methods, and applications in virtual reality
Measurements of physiological parameters provide an objective, often non-intrusive, and (at
least semi-) automatic evaluation and utilization of user behavior. In addition, specific …
least semi-) automatic evaluation and utilization of user behavior. In addition, specific …
Music in extended realities
The intersection between music and Extended Reality (XR) has grown significantly over the
past twenty years, amounting to an established area of research today. The use of XR …
past twenty years, amounting to an established area of research today. The use of XR …
Emotion detection: a technology review
Emotion detection has become one of the most important aspects to consider in any project
related to Affective Computing. Due to the almost endless applications of this new discipline …
related to Affective Computing. Due to the almost endless applications of this new discipline …
The psychophysiology primer: a guide to methods and a broad review with a focus on human–computer interaction
Digital monitoring of physiological signals can allow computer systems to adapt
unobtrusively to users, so as to enhance personalised 'smart'interactions. In recent years …
unobtrusively to users, so as to enhance personalised 'smart'interactions. In recent years …
The No** database: multimodal recordings of mediated novice-expert interactions
We present a novel multi-lingual database of natural dyadic novice-expert interactions,
named No**, featuring screen-mediated dyadic human interactions in the context of …
named No**, featuring screen-mediated dyadic human interactions in the context of …