4 Contributo Atto di Convegno (ex Proceeding)

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4.1 Contributo Atti di Convegno (Proceeding) 5133
4.2 Abstract 764
4.3 Poster 156

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Towards Evaluating Large Language Models for Graph Query Generation

Large Language Models (LLMs) are revolutionizing the landscape of Generative Artificial Intelligence (GenAI), with innovative LLM-backed solutions emerging rapidly. However, when applied to database technologies, specifically query generation for graph databases and Knowledge Graphs (KGs), LLMs still face significant challenges. While research on LLM-driven query generation for Structured Query Language (SQL) exists, similar systems for graph databases remain underdeveloped. This paper presen...

Lethal and sub-lethal effects induced by Campylobacter jejuni lysates on CaCo-2 cells

Introduction: Campylobacter jejuni is a Gram-negative spiral-shaped bacterium that is the most prevalent cause of bacterial diarrhea in humans and that might be responsible for 500 million cases of gastroenteritis world over each year. An important C. jejuni virulence factor is the Cytolethal Distending Toxin (CDT) that is thought to be associated with C. jejuni-induced local acute inflammation involved in enterocolitis. Our research evaluates the sequence of lethal and sub-lethal events in C...

Interpretable Machine Learning for Automated Cellular Population Analysis in Flow Cytometry

Given the significant improvement in flow cytometry technologies, a massive dataset has been acquired, measuring a larger number of cellular markers. Managing and analysing these data by hand, based on the sole expertise of human operators, is no longer feasible. Recent literature suggests exploiting machine learning algorithms to automate data analysis for extracting and counting sub-populations of cells and supporting diagnosis. In this paper, we applied Support Vector Machine, XGBoost, Dec...

Translating Knowledge into Innovation Dynamics

Investments in user experience (UX) methods offer business and economic benefits, such as cost reduction through process optimisation and increased revenue through developing high-quality products. However, demonstrating the return on investment (ROI) in UX remains challenging due to a need for uniformity in methods and approaches. A framework approach could help overcome the limitations in defining and measuring the impact of UX on ROI. This paper examines the importance of incorporating UX ...

5th International Conference on Quality Innovation and Sustainability (ICQIS 2024): Abstract book - theory and applications

The practical application of semiotic studies in crafting food and wine packaging is a topic that has yet to be studied in depth by current literature, even if many authors have confirmed its relevance and possible applications for product marketing. Considering wine marketing, in a purchasing context where consumers lean towards supermarkets and e-commerce platforms rather than dedicated shops or direct purchases from the producers, many authors determined how the visual elements of wine bot...

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