Matteo Mantovani

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 10

Top Topics

Functional Dependencies

Temporal Abstractions

Top Venues

Comput. Biol. Medicine

Publications

Matteo Mantovani, Andrea Caravati, Giuseppe Pozzi, Carlo Combi, Roberto Salvia
A BPMN-based Framework to Manage ERAS-inspired Pathway for Patients Undergoing Pancreatic Surgery. ICHI (2023)
Matteo Mantovani, Carlo Combi
FARmAPP: a process-driven solution to prevent and oppose illegal recruitment in agriculture in Northern Italy. ISTAS (2022)
Stela Golovco, Matteo Mantovani, Carlo Combi, John H. Holmes
Acute Kidney Injury Prediction with Gradient Boosting Decision Trees enriched with Temporal Features. ICHI (2022)
Matteo Mantovani, Beatrice Amico, Carlo Combi
Discovering predictive trend-event patterns in temporal clinical data. SAC (2021)
Pietro Sala, Carlo Combi, Matteo Mantovani, Romeo Rizzi
Discovering Evolving Temporal Information: Theory and Application to Clinical Databases. SN Comput. Sci. 1 (3) (2020)
Matteo Mantovani, Carlo Combi, Milos Hauskrecht
Mining Compact Predictive Pattern Sets Using Classification Model. AIME (2019)
Matteo Mantovani, Carlo Combi, Matteo Zeggiotti
Discovering and Analyzing Trend-Event Patterns on Clinical Data. ICHI (2019)
Matteo Mantovani
Approximate Temporal Functional Dependencies on Clinical Data. ICHI (2017)
Carlo Combi, Matteo Mantovani, Pietro Sala
Discovering Quantitative Temporal Functional Dependencies on Clinical Data. ICHI (2017)
Carlo Combi, Matteo Mantovani, Alberto Sabaini, Pietro Sala, Francesco Amaddeo, Ugo Moretti, Giuseppe Pozzi
Mining approximate temporal functional dependencies with pure temporal grouping in clinical databases. Comput. Biol. Medicine 62 (2015)