Scientific Diffusion
Latest research papers
Green Data Centers as Grid-Forming Support Assets
Conference Paper
Anna Vandi, Ramon Aparicio-Pardo, Guillaume Urvoy-Keller
Renewable microgrids can help data centers cope with the increasing demand for cloud-based services, but they pay the price of the double uncertainty of workload and renewable resource availability. The mismatch between demand and renewable supply prevents microgrid-based data…
Stick-Breaking Embedded Topic Model with Continuous Optimal Transport for Online Analysis of Document Streams
Conference Paper
Federica Granese, Serena Villata, Charles Bouveyron
Online topic models are unsupervised algorithms to identify latent topics in data streams that continuously evolve over time. Although these methods naturally align with real-world scenarios, they have received considerably less attention from the community compared to their…
Fast Landmark Reconfiguration for Highway Cover Indexes
Conference Paper
David Coudert, Andrea D Ascenzo, Mattia d'Emidio, Giuseppe F Italiano
The highway cover labeling (HCL) is an indexing method for weighted digraphs that enables fast queries on important graph properties such as distances and constrained shortest paths. Originally introduced by [Farhan et al., EDBT 2019], the HCL has gained popularity in the field…
DIVA: An Ontology-based Approach to Model User Activity within Visualization Systems
Conference Paper
Aline Menin, Catherine Faron
The study of user activity supports evaluation of visualization systems, recommendation of suitable views or tasks, guidance of interaction, and validation of analytical results. It enables researchers to understand how these visualization systems are used and to gain insight…
DemIstifyCPS: A Domain-Specific Language for Influence Modeling in Cyber-Physical Systems
Conference Paper
Barbara da Silva Oliveira, Nicolas Ferry, Julien Deantoni
Cyber-Physical Systems (CPS) are integrated systems, composed of various system parts, comprising physical and computational processes. CPS development generates multiple artifacts, including design models and implementation code developed by several stakeholders, that may…
Renal Cell Carcinoma subtyping: Learning from multi-resolution localization
Journal Article
Mohamad Mohamad, Francesco Ponzio, Santa Di Cataldo, Damien Ambrosetti, Xavier Descombes
Background and Objective Renal Cell Carcinoma (RCC) is often diagnosed at advanced stages, limiting treatment options. Since prognosis depends on tumour subtype, accurate and efficient classification is essential. Artificial intelligence tools can assist diagnosis, yet their…