4 papers
Fast and Accurate Anomaly Detection in Time Series
Emanuele Mele, Massimo Cafaro, Angelo Coluccia +1
Anomaly detection is a critical and evolving field in Machine Learning, with applications targeting different domains such as cybersecurity, finance, healthcare, manufacturing and…
Application of association rule mining to assess forest species distribution in Italy considering abiotic and biotic factors
Valeria Aloisi, Sergio Noce, Italo Epicoco +7
Biodiversity monitoring represents a pressing global priority, and assessing forest community composition plays a crucial role due to its influence on ecosystem functions. The spat…
Space-Efficient Private Estimation of Quantiles
Massimo Cafaro, Aneglo Coluccia, Italo Epicoco +1
Fast and accurate estimation of quantiles on data streams coming from communication networks, Internet of Things (IoT), and alike, is at the heart of important data processing appl…
Just In Time Transformers
Ahmed Ala Eddine Benali, Massimo Cafaro, Italo Epicoco +2
Precise energy load forecasting in residential households is crucial for mitigating carbon emissions and enhancing energy efficiency; indeed, accurate forecasting enables utility c…