10 citations · 28 across the 9 of their papers we have counts for
9 papers
LOB-Based Deep Learning Models for Stock Price Trend Prediction: A Benchmark Study
Matteo Prata, Giuseppe Masi, Leonardo Berti +6
The recent advancements in Deep Learning (DL) research have notably influenced the finance sector. We examine the robustness and generalizability of fifteen state-of-the-art DL mod…
Programming Skills are Not Enough: a Greedy Strategy to Attract More Girls to Study Computer Science
Tiziana Catarci, Luca Podo, Daniel Raffini +1
It has been observed in many studies that female students in general are unwilling to undertake a course of study in ICT. Recent literature has also pointed out that undermining th…
Unsupervised Detection of Behavioural Drifts with Dynamic Clustering and Trajectory Analysis
Bardh Prenkaj, Paola Velardi
Real-time monitoring of human behaviours, especially in e-Health applications, has been an active area of research in the past decades. On top of IoT-based sensing environments, an…
Agnostic Visual Recommendation Systems: Open Challenges and Future Directions
Luca Podo, Bardh Prenkaj, Paola Velardi
Visualization Recommendation Systems (VRSs) are a novel and challenging field of study aiming to help generate insightful visualizations from data and support non-expert users in i…
AI-based Data Preparation and Data Analytics in Healthcare: The Case of Diabetes
Marianna Maranghi, Aris Anagnostopoulos, Irene Cannistraci +13
The Associazione Medici Diabetologi (AMD) collects and manages one of the largest worldwide-available collections of diabetic patient records, also known as the AMD database. This…
A network-based analysis of disease modules from a taxonomic perspective
Giorgio Grani, Lorenzo Madeddu, Paola Velardi
Objective: Human-curated disease ontologies are widely used for diagnostic evaluation, treatment and data comparisons over time, and clinical decision support. The classification p…
Network-based methods for disease-gene prediction
Lorenzo Madeddu, Giovanni Stilo, Paola Velardi
We predict disease-genes relations on the Human Interactome network using a methodology that jointly learns functional and connectivity patterns surrounding proteins. Contrary to o…
Quality of Life Assessment of Diabetic patients from health-related blogs
Andrea Lenzi, Marianna Maranghi, Giovanni Stilo +1
Motivations: People are generating an enormous amount of social data to describe their health care experiences, and continuously search information about diseases, symptoms, diagno…
Analysis of women leadership in enterprise social networks
Giorgia Di Tommaso, Giovanni Stilo, Paola Velardi
This paper describes a Social Network Analysis toolkit to monitor an Enterprise Social Network and help analyzing informal leadership as a function of social ties and topic discuss…