Paper-Conference

A Graph-based RAG for Energy Efficiency Question Answering featured image

A Graph-based RAG for Energy Efficiency Question Answering

In this work, we investigate the use of Large Language Models (LLMs) within a graph-based Retrieval Augmented Generation (RAG) architecture for Energy Efficiency (EE) Question …

riccardo-campi
Enhancing Human-AI Collaboration through a Conversational Agent for Energy Efficiency featured image

Enhancing Human-AI Collaboration through a Conversational Agent for Energy Efficiency

Among the many scenarios where humans and AI agents can collaborate, Energy Efficiency (EE) is one where such collaboration could most effectively contribute to the goal of net …

riccardo-campi
Augmenting X-ray Astronomical Representations with Scientific Knowledge through Contrastive Learning featured image

Augmenting X-ray Astronomical Representations with Scientific Knowledge through Contrastive Learning

Astronomers have produced large multimodal datasets that include images, spectra, and time series, and that encode physical information about the observed objects. In addition, a …

juan-rafael-martinez-galarza
ODIN AD: a framework supporting the life-cycle of time series anomaly detection applications featured image

ODIN AD: a framework supporting the life-cycle of time series anomaly detection applications

Anomaly detection (AD) in numerical temporal data series is a prominent task in many domains, including the analysis of industrial equipment operation, the processing of IoT data …

niccolo-zangrando
On the visualization of semantic-based mappings featured image

On the visualization of semantic-based mappings

The popularity of the semantic web in many domains, such as transportation, has led to an ever-increasing development of standards, vocabularies, and ontologies, which generates …

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Nicolò Pinciroli
Using Convolutional Neural Networks for the Helicity Classification of Magnetic Fields. featured image

Using Convolutional Neural Networks for the Helicity Classification of Magnetic Fields.

The presence of non-zero helicity in intergalactic magnetic fields is a smoking gun for their primordial origin since they have to be generated by processes that break CP …

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Nicolò Pinciroli
INTEGRA: An Open Tool To Support Graph-Based Change Pattern Analyses In Simulated Football Matches. featured image

INTEGRA: An Open Tool To Support Graph-Based Change Pattern Analyses In Simulated Football Matches.

This paper introduces Interactive Graph Analyzer (INTEGRA), a tool to support the comparison of simulated football matches with real ones, through the analysis of dynamic graphs. …

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Nicolò Pinciroli