Luca Casini

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 21

Top Topics

Dimension Reduction

Semantic Segmentation

Learning Design

Top Venues

Publications

Nicolas Jonason, Luca Casini, Bob L. T. Sturm
SYMPLEX: Controllable Symbolic Music Generation using Simplex Diffusion with Vocabulary Priors. CoRR (2024)
Luca Casini, Nicolas Jonason, Bob L. T. Sturm
Investigating the Viability of Masked Language Modeling for Symbolic Music Generation in abc-notation. EvoMUSART (2024)
Nicolas Jonason, Luca Casini, Carl Thomé, Bob L. T. Sturm
Retrieval Augmented Generation of Symbolic Music with LLMs. CoRR (2023)
Luca Casini, Valentina Orrù, Andrea Montanucci, Nicolò Marchetti, Marco Roccetti
Archaeological Sites Detection with a Human-AI Collaboration Workflow. CoRR (2023)
Luca Casini, Valentina Orrù, Marco Roccetti, Nicolò Marchetti
When Machines Find Sites for the Archaeologists: A Preliminary Study with Semantic Segmentation applied on Satellite Imagery of the Mesopotamian Floodplain. GoodIT (2022)
Luca Casini, Bob L. T. Sturm
Tradformer: A Transformer Model of Traditional Music Transcriptions. IJCAI (2022)
Luca Casini, Marco Roccetti, Giovanni Delnevo, Nicolò Marchetti, Valentina Orrù
The Barrier of meaning in archaeological data science. CoRR (2021)
Marco Roccetti, Kathleen Anne Velasco, Luca Casini
The Influence of Atmospheric Particulate on the Second Wave of CoViD-19 Pandemic in Emilia-Romagna (Italy): Some Empirical Findings. IHIET (Paris) (2021)
Giovanni Delnevo, Marco Roccetti, Luca Casini
Categorical data as a stone guest in a data science project for predicting defective water meters. CoRR (2021)
Luca Casini, Marco Roccetti
A Bayesian Analysis of the Inversion of the SARS-COV-2 Case Rate in the Countries of the 2020 European Football Championship. Future Internet 13 (8) (2021)
Marco Roccetti, Giovanni Delnevo, Luca Casini, Silvia Mirri
An alternative approach to dimension reduction for pareto distributed data: a case study. J. Big Data 8 (1) (2021)
Marco Roccetti, Luca Casini
The Role of Inter-Regional Tourism in the Spread of COVID-19 in Italy during the 2020 Summer: A Confirmatory Study. GoodIT (2021)
Marco Roccetti, Giovanni Delnevo, Luca Casini, Paola Salomoni
A Cautionary Tale for Machine Learning Design: why we Still Need Human-Assisted Big Data Analysis. Mob. Networks Appl. 25 (3) (2020)
Marco Roccetti, Luca Casini, Giovanni Delnevo, Valentina Orrù, Nicolò Marchetti
Potential and Limitations of Designing a Deep Learning Model for Discovering New Archaeological Sites: A Case with the Mesopotamian Floodplain. GOODTECHS (2020)
Marco Roccetti, Luca Casini, Giovanni Delnevo, Simone Bonfante
Dimensionality Reduction and the Strange Case of Categorical Data for Predicting Defective Water Meter Devices. IHIET (Paris) (2020)
Luca Casini, Marco Roccetti
A Cross-Regional Analysis of the COVID-19 Spread during the 2020 Italian Vacation Period: Results from Three Computational Models Are Compared. Sensors 20 (24) (2020)
Marco Roccetti, Giovanni Delnevo, Luca Casini, Giuseppe Cappiello
Is bigger always better? A controversial journey to the center of machine learning design, with uses and misuses of big data for predicting water meter failures. J. Big Data 6 (2019)
Luca Casini, Giovanni Delnevo, Marco Roccetti, Nicolò Zagni, Giuseppe Cappiello
Deep Water: Predicting Water Meter Failures Through a Human-Machine Intelligence Collaboration. IHIET (2019)
Marco Roccetti, Giovanni Delnevo, Luca Casini, Nicolò Zagni, Giuseppe Cappiello
A Paradox in ML Design: Less data for a smarter water metering cognification experience. GOODTECHS (2019)
Luca Casini, Giovanni Delnevo, Silvia Mirri, Lorenzo Monti, Catia Prandi, Marco Roccetti, Paola Salomoni
What Do Patients Tell Doctors on the Internet? Ask AI How to Valorize Online Medical Conversations. ICCCN (2019)
Luca Casini, Gustavo Marfia, Marco Roccetti
Some Reflections on the Potential and Limitations of Deep Learning for Automated Music Generation. PIMRC (2018)