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Profil bibliographique

Manuel J. Fonseca

Informations fournies par OpenAlex. Research Africa ne déduit ni nationalité, ni poste, ni coordonnées personnelles.

107Publications signalées
2659Citations signalées
2Affiliations récentes

Les institutions déclarées

Les domaines associés

Image Retrieval and Classification TechniquesAdvanced Image and Video Retrieval TechniquesVideo Analysis and SummarizationInteractive and Immersive DisplaysMusic and Audio Processing

Les publications récentes

Accès ouvert 2024 erratum OpenAlex

Corrigendum: Towards an automated approach for understanding problematic gaming

Ana Paula Afonso, Manuel J. Fonseca, Joana Cardoso, Beltrán Vázquez

\textbf{Introduction}:Video games have become increasingly popular worldwide, attracting billions of gamers across diverse demographics. While studies have highlighted their potential benefits, concerns about problematic gaming behaviors have also emerged. Conditions such as Internet Gaming Disorder (IGD) have been recognized by major health …

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0 citations Frontiers in Sports and Active Living
Accès ouvert 2024 article OpenAlex

Towards an automated approach for understanding problematic gaming

Ana Paula Afonso, Manuel J. Fonseca, Joana Cardoso, Beltrán Vázquez

Introduction: Video games have become increasingly popular worldwide, attracting billions of gamers across diverse demographics. While studies have highlighted their potential benefits, concerns about problematic gaming behaviors have also emerged. Conditions such as Internet Gaming Disorder (IGD) have been recognized by major …

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4 citations Frontiers in Sports and Active Living
Accès ouvert 2024 article OpenAlex

Cleenex: Support for User Involvement during an Iterative Data Cleaning Process

João L. M. Pereira, Manuel J. Fonseca, Antónia Lopes, Héléna Galhardas

The existence of large amounts of data increases the probability of occurring data quality problems. A data cleaning process that corrects these problems is usually an iterative process, because it may need to be re-executed and refined to produce high-quality data. Moreover, …

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6 citations Journal of Data and Information Quality
2023 article OpenAlex

Annotate Smarter, not Harder: Using Active Learning to Reduce Emotional Annotation Effort

Soraia M. Alarcão, Vânia Mendonça, Carolina Maruta, Manuel J. Fonseca

The success of supervised models for emotion recognition on images heavily depends on the availability of images properly annotated. Although millions of images are presently available, only a few are annotated with reliable emotional information. Current emotion recognition solutions either use large …

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1 citation IEEE Transactions on Affective Computing
Accès ouvert 2023 article OpenAlex

metaFERA: a meta-framework for creating emotion recognition frameworks for physiological signals

João Oliveira, Soraia M. Alarcão, Teresa Chambel, Manuel J. Fonseca

Abstract Recognizing emotions from physiological signals has proven to be important in various scenarios. To assist in developing emotion recognizers, software frameworks and toolboxes have emerged, offering ready-to-use components. However,these have limitations regarding the type of physiological signals supported, the recognition steps …

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7 citations Multimedia Tools and Applications
Accès ouvert 2023 conference-paper OpenAlex

That's AWESOME: Awareness While Experiencing and Surfing On Movies through Emotions

Teresa Chambel, Patrí­cia Arriaga, Manuel J. Fonseca, Thibault Langlois et autres

This paper presents the AWESOME research project: Awareness While Experiencing and Surfing On Movies through Emotions, which focused on the role of emotions in movies, aiming to enhance viewers' emotional awareness while searching, accessing and watching movies. The project addressed challenges such …

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0 citations
Accès ouvert 2021 article OpenAlex

Predicting Exact Valence and Arousal Values from EEG

Filipe Galvão, Soraia M. Alarcão, Manuel J. Fonseca

Recognition of emotions from physiological signals, and in particular from electroencephalography (EEG), is a field within affective computing gaining increasing relevance. Although researchers have used these signals to recognize emotions, most of them only identify a limited set of emotional states (e.g., …

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97 citations Sensors
Accès ouvert 2021 article OpenAlex

Polygon Detection from a Set of Lines

Manuel J. Fonseca, Joaquim Armando Jorge

Detecting polygons defined by a set of line segments in a plane is an important step in the analysis of vectorial drawings. This paper presents an approach that combines several algorithms to detect basic polygons from a set of arbitrary line segments. …

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20 citations

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