Articles de revista
Enviaments recents
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Measuring motivation from the Virtual Learning Environment in secondary education
(Elsevier, 2019-09-01)
Article
Accés restringit per política de l'editorialThe increase of student’s disengagement is a problem in many developed countries’ educational systems. This paper presents our approach on how the usage of VLEs (Virtual Learning Environments) can be traced and used to ... -
Which design decisions in AI-enabled mobile applications contribute to greener AI?
(Springer Nature, 2024)
Article
Accés restringit per política de l'editorialBackground: The usage of complex artificial intelligence (AI) models demands expensive computational resources. While currently, available high-performance computing environments can support such complexity, the deployment ... -
Hyperparameter optimization for AST differencing
(2023-10-01)
Article
Accés obertComputing the differences between two versions of the same program is an essential task for software development and software evolution research. AST differencing is the most advanced way of doing so, and an active research ... -
Reproducible experiments for generating pre-processing pipelines for AutoETL
(Elsevier, 2024-02)
Article
Accés restringit per política de l'editorialThis work is a companion reproducibility paper of the experiments and results reported in Giovanelli et al. (2022), where data pre-processing pipelines are evaluated in order to find pipeline prototypes that reduce the ... -
Training future ML engineers: a project-based course on MLOps
(03/2024)
Article
Accés obertRecently, the proliferation of commercial ML-based services has given rise to new job roles, such as ML engineers. Despite being highly sought-after in the job market, ML engineers are difficult to recruit, possibly due ... -
Guiding the retraining of convolutional neural networks against adversarial inputs
(PeerJ, 2023-08-08)
Article
Accés obertBackground: When using deep learning models, one of the most critical vulnerabilities is their exposure to adversarial inputs, which can cause wrong decisions (e.g., incorrect classification of an image) with minor ... -
Gestió de dades massives
(Institut d'Estudis Catalans (IEC), 2023-09-22)
Article
Accés obertAquest article pretén donar una visió general del que és la gestió de dades massives, la seva problemàtica i com s’han d’abordar les solucions. La principal dificultat és que no existeix una solució genèrica i s’ha de ... -
Eris: efficiently measuring discord in multidimensional sources
(Springer Nature, 2024)
Article
Accés obertData integration is a classical problem in databases, typically decomposed into schema matching, entity matching and data fusion. To solve the latter, it is mostly assumed that ground truth can be determined. However, in ... -
Patrons foscos en el disseny de la interfície persona-ordinador: el cas de l’obtenció del consentiment de galetes
(Institut d'Estudis Catalans (IEC), 2023-09-22)
Article
Accés obertAquest article mostra els patrons foscos que s’usen freqüentment en el disseny del procés d’obtenció del consentiment de les galetes de llocs web. Un dels objectius principals d’aquests patrons és obtenir dades per a ... -
Enhancing iteration performance on distributed task-based workflows
(Elsevier, 2023-12)
Article
Accés restringit per política de l'editorialTask-based programming models have proven to be a robust and versatile way to approach development of applications for distributed environments. They provide natural programming patterns with high performance. However, ... -
Assessing the impact of double-skin façades on social activities of people in urban spaces using empirical and syntactical analysis
(2023-07-19)
Article
Accés obertDespite the fact that previous literature has validated the significant role of urban facades in the initiation of social behaviors, there is still an existing scientific gap regarding the impact of double-skin facades on ... -
Critical infrastructure awareness based on IoT context data
(Elsevier, 2023-10)
Article
Accés obertThe Internet of Things (IoT) represents a powerful new paradigm for connecting and communicating with the world around us. It has the potential to transform the way we live, work, and interact with our surroundings. IoT ...