H. Sofia Pinto
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View article: HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification
HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification Open
Human speech contains paralinguistic cues that reflect a speaker's physiological and neurological state, potentially enabling non-invasive detection of various medical phenotypes. We introduce the Human Phenotype Project Voice corpus (HPP-…
View article: The Influence of Organizational Culture on Business Process Management: An Update of a Systematic Literature Review
The Influence of Organizational Culture on Business Process Management: An Update of a Systematic Literature Review Open
Context: Organizational culture is a factor that influences Business Process Management (BPM) initiatives, impacting the effective implementation and adoption of continuous improvement, innovation, and strategic alignment practices, both i…
View article: Improving Diseases Predictions Utilizing External Bio-Banks
Improving Diseases Predictions Utilizing External Bio-Banks Open
Machine learning has been successfully used in critical domains, such as medicine. However, extracting meaningful insights from biomedical data is often constrained by the lack of their available disease labels. In this research, we demons…
View article: Enhancing Large Language Model Performance on ENEM Math Questions Using Retrieval-Augmented Generation
Enhancing Large Language Model Performance on ENEM Math Questions Using Retrieval-Augmented Generation Open
In this study, we explore the use of Retrieval-Augmented Generation (RAG) to improve the performance of large language models (LLMs), such as GPT-3.5 Turbo and GPT-4o, in solving ENEM mathematics questions. Our experiments demonstrate that…
View article: Online Fake News Opinion Spread and Belief Change: A Systematic Review
Online Fake News Opinion Spread and Belief Change: A Systematic Review Open
Fake news has been linked to the rise of psychological disorders, the increased disbelief in science, and the erosion of democracy and freedom of speech. Online social networks are arguably the main vehicle of fake news spread. Educating o…
View article: Contributions to legal document summarization: Judgments from the Portuguese Supreme Court of Justice
Contributions to legal document summarization: Judgments from the Portuguese Supreme Court of Justice Open
Legal documents are commonly known for being lengthy and having a specific vocabulary. For professionals and non-jurists, having a summary of each document is crucial so they can use it as a reference for other cases without spending too m…
View article: The Impact of Language Technologies in the Legal Domain
The Impact of Language Technologies in the Legal Domain Open
In the current digital era, language technologies are playing an increasingly vital role in the legal domain, assisting users, lawyers, judges, and legal professionals to solve many real-world problems. While open datasets and innovative d…
View article: Profile of Adult Users Seeking Mental Health Apps for the Relief of Anxiety
Profile of Adult Users Seeking Mental Health Apps for the Relief of Anxiety Open
Anxiety disorders are among the most prevalent mental health disorders. In various settings, patients are using apps for the relief of their symptoms. Digital applications are recommended by international guidelines, but most apps availabl…
View article: Towards a Personalized Online Fake News Taxonomy
Towards a Personalized Online Fake News Taxonomy Open
Fake news has become a serious and destabilizing problem in our increasingly polarized society. The core tasks of detecting and characterizing untrue or misleading online content are quite challenging. News consumers intervention has been …
View article: Forearm Arteriovenous Fistula Maturation Delay due to Juxta-Anastomotic Stenosis: Role of Percutaneous Angioplasty
Forearm Arteriovenous Fistula Maturation Delay due to Juxta-Anastomotic Stenosis: Role of Percutaneous Angioplasty Open
Introduction: Arteriovenous fistula is the optimal vascular access for hemodialysis as it has the best long-term patency rate and the lowest complication rate. Although we are still lacking consensus, surgery has been advocated as the best…
View article: Composing Music Inspired by Sculpture: A Cross-Domain Mapping and Genetic Algorithm Approach
Composing Music Inspired by Sculpture: A Cross-Domain Mapping and Genetic Algorithm Approach Open
In this article, a system that takes a 3D model of a sculpture as starting point to compose music is presented. We raised the hypothesis that cross-domain mapping can be an approach to model inspiration. The semantic meaning of the sculptu…
View article: Assessing music ontologies for the development of a complex database
Assessing music ontologies for the development of a complex database Open
UID/EAT/00472/2019