Presenter: Alberto ViglioneWednesday, April 6th, 2022 17:00Location: SmartData@Covivio Flood-related economic losses have increased dramatically over the past decades in most parts of the world, and are expected to increase in the future due to climate dynamics and increasing exposure. From a practical perspective, it is of interest to estimate the […]
SmartTalks
Presenter: Salvatore GrecoWednesday, March 23rd, 2022 17:00Location: SmartData@Covivio Despite the significant improvements made by deep learning models, their adoption in real-world dynamic applications is still limited. Concept drift is among the open issues preventing the widespread exploitation of deep learning models in real-life settings. The dynamic world changes very quickly, […]
Presenter: Paolo BethazMonday, March 9th, 2022 17:00Location: SmartData@Covivio A Predictive Maintenance strategy for a complex machine requires a sophisticated and non-trivial analytical stage to provide accurate and trusted predictions. Manufacturing industries are not only interested in identifying a failure in advance, but they also want to have continuous monitoring of […]
Presenter: Francesco ManigrassoMonday, February 21th, 2022 17:30Location: SmartData@Covivio Neural-Symbolic techniques, such as Logic Tensor Networks (LTNs), allow the combination of semantic knowledge representation and reasoning with the ability to efficiently learn from examples typical of neural networks.We focus here on the subsumption of isOfClass predicate, which is fundamental to encode […]
Presenter: Gianluca PernaMonday, January 24th, 2022 17:30Location: SmartData@Covivio Real-time communication (RTC) applications have become largely popular in the last decade with the spread of broadband and mobile Internet access. Nowadays, these platforms are a fundamental means for connecting people and supporting businesses that increasingly rely on forms of remote work. […]
Presenter: Alessandro CiociolaMonday, December 6th, 2021 17:30Location: SmartData@Covivio Shared mobility is becoming increasingly popular in modern cities, as it is often reported to present several environmental, socio-economic, and transportation-related benefits. Developing methodologies to measure and evaluate the impacts of shared mobility has therefore become of critical importance for city authorities.With the […]
Presenter: Luca GioacchiniMonday, November 22nd, 2021 17:30Location: SmartData@Covivio Darknets are passive probes listening to traffic reaching IP addresses that host no services. Traffic reaching them is unsolicited by nature and often induced by scanners, malicious senders and misconfigured hosts. Its peculiar nature makes it a valuable source of information to […]
Dear SmartDaters, the new SmartTalk edition will take place every two Mondays at 17:30.Let’s meet for a SmartTalk kickoff party on Monday, November 8, at 17:30 in the new SmartData offices, on the 3rd floor of C.so Francesco Ferrucci, 112.All SmartData PhD students are warmly welcome to join and it will be […]
Presenter: Dena MarkudovaThursday, June 10th, 2021 17:30Location: Microsoft Teams – click here to join Dena Markudova: Machine learning in network management for improving QoE of RTC applications. With the spread of broadband Internet, Real-Time Communication (RTC) platforms have become increasingly popular and have transformed the way people communicate. Thus, it […]
Presenter: Francesco SalvettiThursday, May 27th, 2021 17:30Location: Microsoft Teams – click here to join Francesco Salvetti: Perception and Reasoning: Path Planning Generation with Deep Learning. Path planning is a fundamental task to achieve robotic autonomous navigation. Given a map of an environment, usually made of an occupancy grid that simply […]
Presenter: Moreno PintoreThursday, May 13th, 2021 17:30Location: Microsoft Teams – click here to join Moreno Pintore: Variational Physics Informed Neural Networks: theory and applications. Most of the physical phenomena that are related to engineering applications are governed by partial differential equations (PDEs). Since such equations are often too complex to […]
Presenter: Jacopo FiorThursday, April 29th, 2021 17:30Location: Microsoft Teams – click here to join Jacopo Fior: Diversified stock portfolio planning based on time series clustering Planning buy-and-hold strategies for stock trading is a challenging financial task. It entails building a portfolio of stocks maximizing the expected return in the medium- […]