Articles de revista
Enviaments recents
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Generative artificial intelligence in education: from deceptive to disruptive
(2024-03)
Article
Accés obertGenerative Artificial Intelligence (GenAI) has emerged as a promising technology that can create original content, such as text, images, and sound. The use of GenAI in educational settings is becoming increasingly popular ... -
Case studies about moral dilemas to apply ethical theories in engineering education
(Institute of Electrical and Electronics Engineers (IEEE), 2024-02-22)
Article
Accés obertThe significance of incorporating ethics education in engineering programs has grown considerably in recent times, especially within domains such as computer science, software engineering, data science, and artificial ... -
iMAGING: a novel automated system for malaria diagnosis by using artificial intelligence tools and a universal low-cost robotized microscope
(Frontiers Media SA, 2023-11-24)
Article
Accés obertMalaria is one of the most prevalent infectious diseases in sub-Saharan Africa, with 247 million cases reported worldwide in 2021 according to the World Health Organization. Optical microscopy remains the gold standard ... -
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 ...