Carlo Combi

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 85

Top Venues

Publications

Federica Cruciani, Antonino Aparo, Lorenza Brusini, Carlo Combi, Silvia Francesca Storti, Rosalba Giugno, Gloria Menegaz, Ilaria Boscolo Galazzo
Identifying the joint signature of brain atrophy and gene variant scores in Alzheimer's Disease. J. Biomed. Informatics 149 (2024)
Carlo Combi, Julio C. Facelli, Peter Haddawy, John H. Holmes, Sabine Koch, Hongfang Liu, Jochen Meyer, Mor Peleg, Giuseppe Pozzi, Gregor Stiglic, Pierangelo Veltri, Christopher C. Yang
Resuming HealthCare Informatics Research after CoViD-19: the HealthCare System Perspective. ICHI (2023)
Carlo Combi, Julio C. Facelli, Peter Haddawy, John H. Holmes, Sabine Koch, Hongfang Liu, Jochen Meyer, Mor Peleg, Giuseppe Pozzi, Gregor Stiglic, Pierangelo Veltri, Christopher C. Yang
The IHI Rochester Report 2022 on Healthcare Informatics Research: Resuming After the CoViD-19. J. Heal. Informatics Res. 7 (2) (2023)
Carlo Combi, Barbara Oliboni, Francesca Zerbato
Integrated Exploration of Data-Intensive Business Processes. IEEE Trans. Serv. Comput. 16 (1) (2023)
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)
Beatrice Amico, Carlo Combi
Supporting the Prediction of AKI Evolution Through Interval-Based Approximate Predictive Functional Dependencies. AIME (2023)
Beatrice Amico, Carlo Combi, Romeo Rizzi, Pietro Sala
Discovering Predictive Dependencies on Multi-Temporal Relations. TIME (2023)
Roberto Posenato, Carlo Combi
Flexible temporal constraint management in modularized processes. Inf. Syst. 118 (2023)
Marco Franceschetti, Roberto Posenato, Carlo Combi, Johann Eder
Dynamic Controllability of Parameterized CSTNUs. SAC (2023)
Matteo Mantovani, Carlo Combi
FARmAPP: a process-driven solution to prevent and oppose illegal recruitment in agriculture in Northern Italy. ISTAS (2022)
Beatrice Amico, Carlo Combi
A 3-Window Framework for the Discovery and Interpretation of Predictive Temporal Functional Dependencies. AIME (2022)
Roberto Posenato, Carlo Combi
Adding flexibility to uncertainty: Flexible Simple Temporal Networks with Uncertainty (FTNU). Inf. Sci. 584 (2022)
Carlo Combi, Barbara Oliboni, Francesca Zerbato
Integrated Exploration of Data-Intensive Business Processes [Extended Abstract]. SERVICES (2022)
Evelina Rakhmetova, Marco Garosi, Carlo Combi
A comprehensive approach to conceptual modelling and visual representation of log files. SAC (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)
Carlo Combi, Beatrice Amico, Riccardo Bellazzi, Andreas Holzinger, Jason H. Moore, Marinka Zitnik, John H. Holmes
A manifesto on explainability for artificial intelligence in medicine. Artif. Intell. Medicine 133 (2022)
Carlo Combi, Giuseppe Pozzi
Health Informatics: Clinical Information Systems and Artificial Intelligence to Support Medicine in the CoViD-19 Pandemic. ICHI (2021)
Matilde Tanaglia, Valentina Ientile, Luca L'Abbate, Carlo Combi, Salvatore Scondotto, Gianluca Trifirò
Multidimensional Design and Analysis of a Data Mart Related to Healthcare Treatments with Biologic Drugs. ISCC (2021)
Matteo Zavatteri, Carlo Combi, Romeo Rizzi, Luca Viganò
Consistency checking of STNs with decisions: Managing temporal and access-control constraints in a seamless way. Inf. Comput. 280 (2021)
Matteo Mantovani, Beatrice Amico, Carlo Combi
Discovering predictive trend-event patterns in temporal clinical data. SAC (2021)
Evelina Rakhmetova, Carlo Combi, Andrea Fruggi
Conceptual Modelling of Log Files: From a UML-based Design to JSON Files. ER Demos/Posters (2021)
Edward H. Shortliffe, Mor Peleg, Carlo Combi, Anthony C. Chang, Justyna Vinci
Publishing artificial intelligence research papers: A tale of three journals. J. Biomed. Informatics 115 (2021)
Edward H. Shortliffe, Mor Peleg, Carlo Combi, Anthony C. Chang, Justyna Vinci
Publishing Artificial Intelligence Research Papers: A Tale of Three Journals. Artif. Intell. Medicine 113 (2021)
Isabela A. Chiorean, Beatrice Amico, Carlo Combi, John H. Holmes
A Reproducible ETL Approach for Window-based Prediction of Acute Kidney Injury in Critical Care Unit and Some Preliminary Results with Support Vector Machines. BIBM (2021)
Carlo Combi, Francesca Galetto, Hirenkumar Chandrakant Nakawala, Giuseppe Pozzi, Francesca Zerbato
Enriching surgical process models by BPMN extensions for temporal durations. SAC (2021)
Carlo Combi, Romeo Rizzi, Pietro Sala
Checking Sets of Pure Evolving Association Rules. Fundam. Informaticae 178 (4) (2021)
Carlo Combi, Barbara Oliboni, Mathias Weske, Francesca Zerbato
Seamless conceptual modeling of processes with transactional and analytical data. Data Knowl. Eng. 134 (2021)
Matteo Zavatteri, Carlo Combi, Luca Viganò
Resource Controllability of Business Processes Under Conditional Uncertainty. J. Data Semant. 10 (1-2) (2021)
Carlo Combi, Barbara Oliboni, Giuseppe Pozzi, Alberto Sabaini, Esteban Zimányi
Enabling instant- and interval-based semantics in multidimensional data models: the T+MultiDim Model. Inf. Sci. 518 (2020)
Pietro Sala, Carlo Combi, Matteo Mantovani, Romeo Rizzi
Discovering Evolving Temporal Information: Theory and Application to Clinical Databases. SN Comput. Sci. 1 (3) (2020)
John H. Holmes, Riccardo Bellazzi, Carlo Combi, Jason H. Moore, Niels Peek
Explainable Artificial Intelligence (XAI): Current Approaches and Paths to the Future. AMIA (2020)
Matteo Zavatteri, Carlo Combi, Luca Viganò
Resource Controllability of Workflows Under Conditional Uncertainty. Business Process Management Workshops (2019)
Carlo Combi, Roberto Posenato, Luca Viganò, Matteo Zavatteri
Conditional Simple Temporal Networks with Uncertainty and Resources. J. Artif. Intell. Res. 64 (2019)
Roberto Posenato, Andreas Lanz, Carlo Combi, Manfred Reichert
Managing time-awareness in modularized processes. Softw. Syst. Model. 18 (2) (2019)
Matteo Mantovani, Carlo Combi, Milos Hauskrecht
Mining Compact Predictive Pattern Sets Using Classification Model. AIME (2019)
Carlo Combi, Barbara Oliboni, Francesca Zerbato
A modular approach to the specification and management of time duration constraints in BPMN. Inf. Syst. 84 (2019)
Matteo Mantovani, Carlo Combi, Matteo Zeggiotti
Discovering and Analyzing Trend-Event Patterns on Clinical Data. ICHI (2019)
Carlo Combi, Margherita Zorzi, Gabriele Pozzani, Elena Arzenton, Ugo Moretti
. IEEE J. Biomed. Health Informatics 23 (1) (2019)
Matteo Zavatteri, Carlo Combi, Romeo Rizzi, Luca Viganò
Hybrid SAT-Based Consistency Checking Algorithms for Simple Temporal Networks with Decisions. TIME (2019)
Sara Migliorini, Mauro Gambini, Alberto Belussi, Carlo Combi
The Blockchain Role in Ethical Data Acquisition and Provisioning. PIE@CAiSE (2019)
Sara Migliorini, Mauro Gambini, Carlo Combi, Marcello La Rosa
The Rise of Enforceable Business Processes from the Hashes of Blockchain-Based Smart Contracts. BPMDS/EMMSAD@CAiSE (2019)
Carlo Combi, Barbara Oliboni, Pietro Sala
Customizing BPMN Diagrams Using Timelines. TIME (2019)
Carlo Combi, Andrea Masini, Barbara Oliboni, Margherita Zorzi
A hybrid logic for XML reference constraints. Data Knowl. Eng. 115 (2018)
Carlo Combi, Margherita Zorzi, Gabriele Pozzani, Ugo Moretti, Elena Arzenton
From narrative descriptions to MedDRA: automagically encoding adverse drug reactions. J. Biomed. Informatics 84 (2018)
Carlo Combi, Roberto Posenato
Extending Conditional Simple Temporal Networks with Partially Shrinkable Uncertainty. TIME (2018)
Carlo Combi, Barbara Oliboni, Mathias Weske, Francesca Zerbato
Conceptual Modeling of Processes and Data: Connecting Different Perspectives. ER (2018)
Carlo Combi, Barbara Oliboni, Mathias Weske, Francesca Zerbato
Conceptual modeling of inter-dependencies between processes and data. SAC (2018)
Roberto Posenato, Francesca Zerbato, Carlo Combi
Managing Decision Tasks and Events in Time-Aware Business Process Models. BPM (2018)
Carlo Combi, Pietro Sala, Francesca Zerbato
A Logical Formalization of Time-Critical Processes with Resources. BPM (Forum) (2018)
Margherita Zorzi, Carlo Combi, Gabriele Pozzani, Ugo Moretti
Mapping Free Text into MedDRA by Natural Language Processing: A Modular Approach in Designing and Evaluating Software Extensions. BCB (2017)
Carlo Combi, Barbara Oliboni, Francesca Zerbato
Towards Dynamic Duration Constraints for Therapy and Monitoring Tasks. AIME (2017)
Carlo Combi
Editorial from the new Editor-in-Chief: Artificial Intelligence in Medicine and the forthcoming challenges. Artif. Intell. Medicine 76 (2017)
Bernardo Cánovas-Segura, Francesca Zerbato, Barbara Oliboni, Carlo Combi, Manuel Campos, Antonio Morales Nicolás, Jose M. Juarez, Francisco Palacios, Roque Marín
A Decision Support Visualization Tool for Infection Management Based on BMPN and DMN. CITI (2017)
Massimo Cairo, Carlo Combi, Carlo Comin, Luke Hunsberger, Roberto Posenato, Romeo Rizzi, Matteo Zavatteri
Incorporating Decision Nodes into Conditional Simple Temporal Networks. TIME (2017)
Carlo Combi, Pietro Sala, Francesca Zerbato
Driving time-dependent paths in clinical BPMN processes. SAC (2017)
Carlo Combi, Matteo Mantovani, Pietro Sala
Discovering Quantitative Temporal Functional Dependencies on Clinical Data. ICHI (2017)
Matteo Zavatteri, Carlo Combi, Roberto Posenato, Luca Viganò
Weak, Strong and Dynamic Controllability of Access-Controlled Workflows Under Conditional Uncertainty. BPM (2017)
Carlo Combi, Barbara Oliboni, Francesca Zerbato
Modeling and handling duration constraints in BPMN 2.0. SAC (2017)
Carlo Combi, Roberto Posenato, Luca Viganò, Matteo Zavatteri
Access Controlled Temporal Networks. ICAART (2) (2017)
Bernardo Cánovas-Segura, Francesca Zerbato, Barbara Oliboni, Carlo Combi, Manuel Campos, Antonio Morales Nicolás, Jose M. Juarez, Roque Marín, Francisco Palacios
A Process-Oriented Approach for Supporting Clinical Decisions for Infection Management. ICHI (2017)
Carlo Combi, Barbara Oliboni, Alessandro Zardini, Francesca Zerbato
A Methodological Framework for the Integrated Design of Decision-Intensive Care Pathways - an Application to the Management of COPD Patients. J. Heal. Informatics Res. 1 (2) (2017)
Carlo Combi
Guest Editorial: Temporal representation and reasoning. Ann. Math. Artif. Intell. 80 (3-4) (2017)
Margherita Zorzi, Carlo Combi, Gabriele Pozzani, Elena Arzenton, Ugo Moretti
A Co-occurrence Based MedDRA Terminology Generation: Some Preliminary Results. AIME (2017)
Carlo Combi, Margherita Zorzi, Gabriele Pozzani, Ugo Moretti
From narrative descriptions to MedDRA: automagically encoding adverse drug reactions. CoRR (2016)
Carlo Combi, Barbara Oliboni, Alessandro Zardini, Francesca Zerbato
Seamless Design of Decision-Intensive Care Pathways. ICHI (2016)
Andreas Lanz, Roberto Posenato, Carlo Combi, Manfred Reichert
Controlling Time-Awareness in Modularized Processes. BMMDS/EMMSAD (2016)
Carlo Combi, Pietro Sala
Mining approximate interval-based temporal dependencies. Acta Informatica 53 (6-8) (2016)
Carlo Combi, Gabriele Pozzani, Giuseppe Pozzi
Telemedicine for Developing Countries. Appl. Clin. Inform. 7 (04) (2016)
Carlo Combi, Luca Viganò, Matteo Zavatteri
Security Constraints in Temporal Role-Based Access-Controlled Workflows. CODASPY (2016)
Pietro Sala, Carlo Combi, Matteo Cuccato, Andrea Galvani, Alberto Sabaini
A Framework for Mining Evolution Rules and Its Application to the Clinical Domain. ICHI (2015)
Francesca Zerbato, Barbara Oliboni, Carlo Combi, Manuel Campos, Jose M. Juarez
BPMN-Based Representation and Comparison of Clinical Pathways for Catheter-Related Bloodstream Infections. ICHI (2015)
Carlo Combi, Barbara Oliboni, Alberto Gabrieli
Conceptual Modeling of Clinical Pathways: Making Data and Processes Connected. AIME (2015)
Carlo Combi, Romeo Rizzi, Pietro Sala
The Price of Evolution in Temporal Databases. TIME (2015)
Carlo Combi, Jiming Liu
Introduction to the ACM TIST Special Issue on Intelligent Healthcare Informatics. ACM Trans. Intell. Syst. Technol. 6 (4) (2015)
Luke Hunsberger, Roberto Posenato, Carlo Combi
A Sound-and-Complete Propagation-Based Algorithm for Checking the Dynamic Consistency of Conditional Simple Temporal Networks. TIME (2015)
Niels Peek, Carlo Combi, Roque Marín, Riccardo Bellazzi
Thirty years of artificial intelligence in medicine (AIME) conferences: A review of research themes. Artif. Intell. Medicine 65 (1) (2015)
Carlo Combi, Gabriele Pozzani, Giuseppe Pozzi
Design, Development, Deployment of a Telemedicine System in a Developing Country: Dealing with Organizational and Social Issues. ICHI (2015)
Margherita Zorzi, Carlo Combi, Riccardo Lora, Marco Pagliarini, Ugo Moretti
Automagically Encoding Adverse Drug Reactions in MedDRA. ICHI (2015)
Andreas Lanz, Roberto Posenato, Carlo Combi, Manfred Reichert
Simple Temporal Networks with Partially Shrinkable Uncertainty. ICAART (2) (2015)
Carlo Combi, Riccardo Lora, Ugo Moretti, Marco Pagliarini, Margherita Zorzi
Automagically encoding Adverse Drug Reactions in MedDRA. CoRR (2015)
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)
Jose M. Juarez, Jose M. Ochotorena, Manuel Campos, Carlo Combi
Spatiotemporal data visualisation for homecare monitoring of elderly people. Artif. Intell. Medicine 65 (2) (2015)
Carlo Combi, Andrea Masini, Barbara Oliboni, Margherita Zorzi
A Logical Framework for XML Reference Specification. DEXA (2) (2015)
Carlo Combi, Luca Viganò, Matteo Zavatteri
Security Constraints in Temporal Role-Based Access-Controlled Workflows (Extended Version). CoRR (2015)
Alberto Sabaini, Esteban Zimányi, Carlo Combi
Extending the Multidimensional Model for Linking Cubes. EDA (2015)
Carlo Combi, Pietro Sala
Interval-based temporal functional dependencies: specification and verification. Ann. Math. Artif. Intell. 71 (1-3) (2014)
Carlo Combi, Mauro Gambini, Sara Migliorini, Roberto Posenato
Representing Business Processes Through a Temporal Data-Centric Workflow Modeling Language: An Application to the Management of Clinical Pathways. IEEE Trans. Syst. Man Cybern. Syst. 44 (9) (2014)
Carlo Combi, Pietro Sala
Keeping Interval-Based Functional Dependencies Up-to-Date. CILC (2014)
Alberto Sabaini, Esteban Zimányi, Carlo Combi
An OLAP-Based Approach to Modeling and Querying Granular Temporal Trends. DaWaK (2014)
Jose M. Juarez, Jose M. Ochotorena, Manuel Campos, Carlo Combi
Multiple Temporal Axes for Visualising the Behaviour of Elders Living Alone. ICHI (2013)
Carlo Combi, Luke Hunsberger, Roberto Posenato
An Algorithm for Checking the Dynamic Controllability of a Conditional Simple Temporal Network with Uncertainty - Revisited. ICAART (Revised Selected Papers) (2013)
Carlo Combi, Luke Hunsberger, Roberto Posenato
An Algorithm for Checking the Dynamic Controllability of a Conditional Simple Temporal Network with Uncertainty. ICAART (2) (2013)
Andreas Lanz, Roberto Posenato, Carlo Combi, Manfred Reichert
Controllability of Time-Aware Processes at Run Time. OTM Conferences (2013)
Carlo Combi, Alberto Sabaini
Extraction, Analysis, and Visualization of Temporal Association Rules from Interval-Based Clinical Data. AIME (2013)
Carlo Combi, Paolo Parise, Pietro Sala, Giuseppe Pozzi
Mining Approximate Temporal Functional Dependencies Based on Pure Temporal Grouping. ICDM Workshops (2013)
Mor Peleg, Carlo Combi
Artificial intelligence in medicine AIME 2011. Artif. Intell. Medicine 57 (2) (2013)
Christopher C. Yang, Hsinchun Chen, Howard D. Wactlar, Carlo Combi, Xuning Tang
SHB 2012: international workshop on smart health and wellbeing. CIKM (2012)
Gabriele Pozzani, Carlo Combi
On the semantics of ST4SQL, a multidimensional spatio-temporal query language. IDEAS (2012)
Carlo Combi, Roberto Posenato
On the complexity of temporal controllabilities for workflow schemata. SAC (2012)
Alberto Belussi, Carlo Combi, Gabriele Pozzani, Francesco Amaddeo, Gianluca Rambaldelli, Damiano Salazzari
Dealing with multigranular spatio-temporal databases to manage psychiatric epidemiology data. CBMS (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Carlo Combi