Chiara Ghidini

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 91

Top Venues

Publications

Marco Roveri, Claudio Di Ciccio, Chiara Di Francescomarino, Chiara Ghidini
Computing Unsatisfiable Cores for LTLf Specifications. J. Artif. Intell. Res. 80 (2024)
Patrizio Bellan, Mauro Dragoni, Chiara Ghidini
Process Knowledge Extraction and Knowledge Graph Construction Through Prompting: A Quantitative Analysis. SAC (2024)
Chiara Di Francescomarino, Ivan Donadello, Chiara Ghidini, Fabrizio Maria Maggi, Williams Rizzi, Sergio Tessaris
Making Sense of Temporal Event Data:A Framework for Comparing Techniques for the Discovery of Discriminative Temporal Patterns. CAiSE (2024)
Andrei Buliga, Chiara Di Francescomarino, Chiara Ghidini, Ivan Donadello, Fabrizio Maria Maggi
Guiding the generation of counterfactual explanations through temporal background knowledge for Predictive Process Monitoring. CoRR (2024)
Francesca Meneghello, Chiara Di Francescomarino, Chiara Ghidini
Runtime Integration of Machine Learning and Simulation for Business Processes. ICPM (2023)
Chiara Ghidini
Data-aware Processes and their Executions: what's in for Knowledge Representation and Graphs. EGC (2023)
Mauro Dragoni, Claudio Eccher, Antonella Ferro, Tania Bailoni, Rosa Maimone, Andrea Zorzi, Alessandro Bacchiega, Gabriele Stulzer, Chiara Ghidini
Supporting patients and clinicians during the breast cancer care path with AI: The Arianna solution. Artif. Intell. Medicine 138 (2023)
Francesca Meneghello, Chiara Di Francescomarino, Chiara Ghidini
RIMS_tool: a Hybrid Simulator for Business Processes. ICPM Doctoral Consortium / Demo (2023)
Federico Chesani, Chiara Di Francescomarino, Chiara Ghidini, Daniela Loreti, Fabrizio Maria Maggi, Paola Mello, Marco Montali, Sergio Tessaris
Process Discovery on Deviant Traces and Other Stranger Things. IEEE Trans. Knowl. Data Eng. 35 (11) (2023)
Stefano Branchi, Andrei Buliga, Chiara Di Francescomarino, Chiara Ghidini, Francesca Meneghello, Massimiliano Ronzani
Recommending the optimal policy by learning to act from temporal data. CoRR (2023)
Andrei Buliga, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi
Counterfactuals and Ways to Build Them: Evaluating Approaches in Predictive Process Monitoring. CAiSE (2023)
Wil M. P. van der Aalst, Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini, Humam Kourani
Discovering hybrid process models with bounds on time and complexity: When to be formal and when not? Inf. Syst. 116 (2023)
Williams Rizzi, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi
Explain, Adapt and Retrain: How to improve the accuracy of a PPM classifier through different explanation styles. CoRR (2023)
Alberto Guastalla, Emilio Sulis, Roberto Aringhieri, Stefano Branchi, Chiara Di Francescomarino, Chiara Ghidini
Workshift Scheduling Using Optimization and Process Mining Techniques: An Application in Healthcare. WSC (2022)
Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini, Sergio Tessaris
Solving reachability problems on data-aware workflows. Expert Syst. Appl. 189 (2022)
Chiara Di Francescomarino, Ivan Donadello, Chiara Ghidini, Fabrizio Maria Maggi, Williams Rizzi
Making sense of temporal data: the DECLARE encoding. PMAI@IJCAI (2022)
Piergiorgio Bertoli, Francesco Corcoglioniti, Chiara Di Francescomarino, Mauro Dragoni, Chiara Ghidini, Marco Pistore
Semantic modeling and analysis of complex data-aware processes and their executions. Expert Syst. Appl. 198 (2022)
Patrizio Bellan, Mauro Dragoni, Chiara Ghidini
Extracting Business Process Entities and Relations from Text Using Pre-trained Language Models and In-Context Learning. EDOC (2022)
Jorge Munoz-Gama, Niels Martin, Carlos Fernández-Llatas, Owen A. Johnson, Marcos Sepúlveda, Emmanuel Helm, Victor Galvez-Yanjari, Eric Rojas, Antonio Martinez-Millana, Davide Aloini, Ilaria Angela Amantea, Robert Andrews, Michael Arias, Iris Beerepoot, Elisabetta Benevento, Andrea Burattin, Daniel Capurro, Josep Carmona, Marco Comuzzi, Benjamin Dalmas, Rene de la Fuente, Chiara Di Francescomarino, Claudio Di Ciccio, Roberto Gatta, Chiara Ghidini, Fernanda Gonzalez-Lopez, Gema Ibáñez-Sánchez, Hilda B. Klasky, Angelina Prima Kurniati, Xixi Lu, Felix Mannhardt, Ronny Mans, Mar Marcos, Renata Medeiros de Carvalho, Marco Pegoraro, Simon K. Poon, Luise Pufahl, Hajo A. Reijers, Simon Remy, Stefanie Rinderle-Ma, Lucia Sacchi, Fernando Seoane, Minseok Song, Alessandro Stefanini, Emilio Sulis, Arthur H. M. ter Hofstede, Pieter J. Toussaint, Vicente Traver, Zoe Valero-Ramon, Inge van de Weerd, Wil M. P. van der Aalst, Rob J. B. Vanwersch, Mathias Weske, Moe Thandar Wynn, Francesca Zerbato
Process mining for healthcare: Characteristics and challenges. J. Biomed. Informatics 127 (2022)
Matteo Di Cunzolo, Alberto Guastalla, Roberto Aringhieri, Emilio Sulis, Ilaria Angela Amantea, Massimiliano Ronzani, Chiara Di Francescomarino, Chiara Ghidini, Paolo Fonio, Marco Grosso
Combining Process Mining and Optimization: A Scheduling Application in Healthcare. Business Process Management Workshops (2022)
Marco Roveri, Claudio Di Ciccio, Chiara Di Francescomarino, Chiara Ghidini
Computing unsatisfiable cores for LTLf specifications. PMAI@IJCAI (2022)
Stefano Branchi, Chiara Di Francescomarino, Chiara Ghidini, David Massimo, Francesco Ricci, Massimiliano Ronzani
Learning to Act: A Reinforcement Learning Approach to Recommend the Best Next Activities. BPM (Forum) (2022)
Williams Rizzi, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi
Nirdizati: an Advanced Predictive Process Monitoring Toolkit. CoRR (2022)
Patrizio Bellan, Han van der Aa, Mauro Dragoni, Chiara Ghidini, Simone Paolo Ponzetto
PET: An Annotated Dataset for Process Extraction from Natural Language Text Tasks. Business Process Management Workshops (2022)
Dirk Fahland, Chiara Ghidini, Marlon Dumas, Manfred Reichert
Special issue: BPM 2020 Selected Papers in Foundations and Engineering. Inf. Syst. 109 (2022)
Patrizio Bellan, Mauro Dragoni, Chiara Ghidini
Assisted Process Knowledge Graph Building Using Pre-trained Language Models. AI*IA (2022)
Humam Kourani, Chiara Di Francescomarino, Chiara Ghidini, Wil M. P. van der Aalst, Sebastiaan J. van Zelst
Mining for Long-Term Dependencies in Causal Graphs. Business Process Management Workshops (2022)
Marco Roveri, Claudio Di Ciccio, Chiara Di Francescomarino, Chiara Ghidini
Computing unsatisfiable cores for LTLf specifications. CoRR (2022)
Chiara Ghidini
Predictive and proactive trustable process monitoring. PMAI@IJCAI (2022)
Federico Chesani, Chiara Di Francescomarino, Chiara Ghidini, Daniela Loreti, Fabrizio Maria Maggi, Paola Mello, Marco Montali, Elena Palmieri, Sergio Tessaris
Discovering Business Processes models expressed as DNF or CNF formulae of Declare constraints. CILC (2022)
Patrizio Bellan, Mauro Dragoni, Chiara Ghidini
Experiment Maker: A Tool to Create Experiments with GPT-3 Easily. EKAW (Companion) (2022)
Federico Chesani, Chiara Di Francescomarino, Chiara Ghidini, Giulia Grundler, Daniela Loreti, Fabrizio Maria Maggi, Paola Mello, Marco Montali, Sergio Tessaris
Optimising Business Process Discovery Using Answer Set Programming. LPNMR (2022)
Patrizio Bellan, Mauro Dragoni, Chiara Ghidini
Leveraging pre-trained language models for conversational information seeking from text. CoRR (2022)
Williams Rizzi, Marco Comuzzi, Chiara Di Francescomarino, Chiara Ghidini, Suhwan Lee, Fabrizio Maria Maggi, Alexander Nolte
Explainable Predictive Process Monitoring: A User Evaluation. CoRR (2022)
Patrizio Bellan, Han van der Aa, Mauro Dragoni, Chiara Ghidini, Simone Paolo Ponzetto
PET: A new Dataset for Process Extraction from Natural Language Text. CoRR (2022)
Williams Rizzi, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi
How do I update my model? On the resilience of Predictive Process Monitoring models to change. Knowl. Inf. Syst. 64 (5) (2022)
Patrizio Bellan, Chiara Ghidini, Mauro Dragoni, Simone Paolo Ponzetto, Han van der Aa
Process Extraction from Natural Language Text: the PET Dataset and Annotation Guidelines. NL4AI@AI*IA (2022)
Federico Chesani, Chiara Di Francescomarino, Chiara Ghidini, Giulia Grundler, Daniela Loreti, Fabrizio Maria Maggi, Paola Mello, Marco Montali, Sergio Tessaris
Shape Your Process: Discovering Declarative Business Processes from Positive and Negative Traces Taking into Account User Preferences. EDOC (2022)
Stefano Branchi, Chiara Di Francescomarino, Chiara Ghidini, David Massimo, Francesco Ricci, Massimiliano Ronzani
Learning to act: a Reinforcement Learning approach to recommend the best next activities. CoRR (2022)
Federico Chesani, Chiara Di Francescomarino, Chiara Ghidini, Daniela Loreti, Fabrizio Maria Maggi, Paola Mello, Marco Montali, Sergio Tessaris
Process discovery on deviant traces and other stranger things. CoRR (2021)
Patrizio Bellan, Mauro Dragoni, Chiara Ghidini
Process Extraction from Text: state of the art and challenges for the future. CoRR (2021)
Massimiliano Ronzani, Roger Ferrod, Chiara Di Francescomarino, Emilio Sulis, Roberto Aringhieri, Guido Boella, Enrico Brunetti, Luigi Di Caro, Mauro Dragoni, Chiara Ghidini, Renata Marinello
Unstructured Data in Predictive Process Monitoring: Lexicographic and Semantic Mapping to ICD-9-CM Codes for the Home Hospitalization Service. AI*IA (2021)
Catherine Faron, Chiara Ghidini
Selected papers from EKAW 2018. Semantic Web 12 (1) (2021)
Williams Rizzi, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi
How do I update my model? On the resilience of Predictive Process Monitoring models to change. CoRR (2021)
Roberto Aringhieri, Guido Boella, Enrico Brunetti, Luigi Di Caro, Chiara Di Francescomarino, Mauro Dragoni, Roger Ferrod, Chiara Ghidini, Renata Marinello, Massimiliano Ronzani, Emilio Sulis
Leveraging Structured Data in Predictive Process Monitoring: the Case of the ICD-9-CM in the Scenario of the Home Hospitalization Service. SMARTERCARE@AI*IA (2021)
Chiara Ghidini, Marco Rospocher, Luciano Serafini
A formalisation of BPMN in Description Logics. CoRR (2021)
Roger Ferrod, Enrico Brunetti, Luigi Di Caro, Chiara Di Francescomarino, Mauro Dragoni, Chiara Ghidini, Renata Marinello, Emilio Sulis
A Support for Understanding Medical Notes: Correcting Spelling Errors in Italian Clinical Records. SMARTERCARE@AI*IA (2021)
Greta Adamo, Chiara Ghidini, Chiara Di Francescomarino
What is a process model composed of? Softw. Syst. Model. 20 (4) (2021)
Roberto Aringhieri, Guido Boella, Enrico Brunetti, Luigi Di Caro, Chiara Di Francescomarino, Mauro Dragoni, Roger Ferrod, Chiara Ghidini, Renata Marinello, Massimiliano Ronzani, Emilio Sulis
Towards the Application of Process Mining for Supporting the Home Hospitalization Service. ITBPM@BPM (2021)
Greta Adamo, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi
Beyond arrows in process models: A user study on activity dependences and their rationales. Inf. Syst. 100 (2021)
Giacomo Bergami, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi, Joonas Puura
Exploring Business Process Deviance with Sequential and Declarative Patterns. CoRR (2021)
Patrizio Bellan, Mauro Dragoni, Chiara Ghidini
A Qualitative Analysis of the State of the Art in Process Extraction from Text. DP@AI*IA (2020)
Greta Adamo, Chiara Di Francescomarino, Chiara Ghidini
Digging into Business Process Meta-models: A First Ontological Analysis. CAiSE (2020)
Greta Adamo, Chiara Ghidini, Chiara Di Francescomarino
What is a Process Model Composed of? A Systematic Literature Review of Meta-Models in BPM. CoRR (2020)
Federico Chesani, Chiara Di Francescomarino, Chiara Ghidini, Daniela Loreti, Fabrizio Maria Maggi, Paola Mello, Marco Montali, Vasyl Skydanienko, Sergio Tessaris
Towards the Generation of the "Perfect" Log Using Abductive Logic Programming. CILC (2019)
Greta Adamo, Chiara Ghidini, Chiara Di Francescomarino
What's My Process Model Composed of? A Systematic Literature Review of Meta-Models in BPM. CoRR (2019)
Laura Genga, Chiara Di Francescomarino, Chiara Ghidini, Nicola Zannone
Predicting Critical Behaviors in Business Process Executions: When Evidence Counts. BPM Forum (2019)
Williams Rizzi, Luca Simonetto, Chiara Di Francescomarino, Chiara Ghidini, Tõnis Kasekamp, Fabrizio Maria Maggi
Nirdizati 2.0: New Features and Redesigned Backend. BPM (PhD/Demos) (2019)
Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini, Sergio Tessaris
Verification of data-aware workflows via reachability: formalisation and experiments. CoRR (2019)
Chiara Ghidini, Bernardo Magnini, Andrea Passerini
Special issue: Selected and revised papers from the 17th International Conference of the Italian Association for Artificial Intelligence. Intelligenza Artificiale 13 (1) (2019)
Giulio Petrucci, Marco Rospocher, Chiara Ghidini
Expressive ontology learning as neural machine translation. J. Web Semant. (2018)
Greta Adamo, Stefano Borgo, Chiara Di Francescomarino, Chiara Ghidini, Nicola Guarino
On the Notion of Goal in Business Process Models. AI*IA (2018)
Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi, Williams Rizzi, Cosimo Damiano Persia
Incremental Predictive Process Monitoring: How to Deal with the Variability of Real Environments. CoRR (2018)
Federico Chesani, Paola Mello, Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini, Marco Montali, Sergio Tessaris
Compliance in Business Processes with Incomplete Information and Time Constraints: a General Framework based on Abductive Reasoning. Fundam. Informaticae 161 (1-2) (2018)
Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi, Fredrik Milani
Predictive Process Monitoring Methods: Which One Suits Me Best? CoRR (2018)
Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi, Fredrik Milani
Predictive Process Monitoring Methods: Which One Suits Me Best? BPM (2018)
Greta Adamo, Stefano Borgo, Chiara Di Francescomarino, Chiara Ghidini, Nicola Guarino, Emilio M. Sanfilippo
Business Process Activity Relationships: Is There Anything Beyond Arrows? BPM (Forum) (2018)
Vasyl Skydanienko, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi
A Tool for Generating Event Logs from Multi-Perspective Declare Models. BPM (Dissertation/Demos/Industry) (2018)
Chiara Di Francescomarino, Marlon Dumas, Marco Federici, Chiara Ghidini, Fabrizio Maria Maggi, Williams Rizzi, Luca Simonetto
Genetic algorithms for hyperparameter optimization in predictive business process monitoring. Inf. Syst. 74 (Part) (2018)
Wil M. P. van der Aalst, Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini
Learning Hybrid Process Models from Events - Process Discovery Without Faking Confidence. BPM (2017)
Chiara Ghidini, Luciano Serafini
Distributed First Order Logic. Artif. Intell. 253 (2017)
Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini, Sergio Tessaris
Enhancing workflow-nets with data for trace completion. CoRR (2017)
Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini, Marco Montali, Sergio Tessaris
Add Data into Business Process Verification: Bridging the Gap between Theory and Practice. AAAI (2017)
Greta Adamo, Stefano Borgo, Chiara Di Francescomarino, Chiara Ghidini, Marco Rospocher
BPMN 2.0 Choreography Language: Interface or Business Contract? JOWO (2017)
Kerwin Jorbina, Andrii Rozumnyi, Ilya Verenich, Chiara Di Francescomarino, Marlon Dumas, Chiara Ghidini, Fabrizio Maria Maggi, Marcello La Rosa, Simon Raboczi
Nirdizati: A Web-Based Tool for Predictive Process Monitoring. BPM (Demos) (2017)
Greta Adamo, Stefano Borgo, Chiara Di Francescomarino, Chiara Ghidini, Nicola Guarino, Emilio M. Sanfilippo
Business Process Languages: An Ontology-Based Perspective. JOWO (2017)
Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini, Sergio Tessaris
Enhancing Workflow-Nets with Data for Trace Completion. Business Process Management Workshops (2017)
Greta Adamo, Stefano Borgo, Chiara Di Francescomarino, Chiara Ghidini, Nicola Guarino, Emilio M. Sanfilippo
Business Processes and Their Participants: An Ontological Perspective. AI*IA (2017)
Arik Senderovich, Chiara Di Francescomarino, Chiara Ghidini, Kerwin Jorbina, Fabrizio Maria Maggi
Intra and Inter-case Features in Predictive Process Monitoring: A Tale of Two Dimensions. BPM (2017)
Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi, Giulio Petrucci, Anton Yeshchenko
An Eye into the Future: Leveraging A-priori Knowledge in Predictive Business Process Monitoring. BPM (2017)
Wil M. P. van der Aalst, Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini
Learning Hybrid Process Models From Events: Process Discovery Without Faking Confidence. CoRR (2017)
Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini, Arne Laponin, Fabrizio Maria Maggi
Rule Propagation: Adapting Procedural Process Models to Declarative Business Rules. EDOC (2017)
Federico Chesani, Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini, Paola Mello, Marco Montali, Sergio Tessaris
Abducing Compliance of Incomplete Event Logs. CoRR (2016)
Chiara Di Francescomarino, Marlon Dumas, Marco Federici, Chiara Ghidini, Fabrizio Maria Maggi, Williams Rizzi
Predictive Business Process Monitoring Framework with Hyperparameter Optimization. CAiSE (2016)
Giulio Petrucci, Chiara Ghidini, Marco Rospocher
Ontology Learning in the Deep. EKAW (2016)
Chiara Di Francescomarino, Chiara Ghidini, Marco Rospocher
Evaluating Wiki Collaborative Features in Ontology Authoring (Extended Abstract). EMISA (2016)
Federico Chesani, Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini, Paola Mello, Marco Montali, Sergio Tessaris
Abducing Compliance of Incomplete Event Logs. AI*IA (2016)
Federico Chesani, Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini, Paola Mello, Marco Montali, Sergio Tessaris
Abducing Workflow Traces: A General Framework to Manage Incompleteness in Business Processes. ECAI (2016)
Chiara Di Francescomarino, Chiara Ghidini, Marco Rospocher
Evaluating Wiki Collaborative Features in Ontology Authoring. EMISA Forum 36 (2) (2016)
Giulio Petrucci, Chiara Ghidini, Marco Rospocher
Using Recurrent Neural Network for Learning Expressive Ontologies. CoRR (2016)
Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi
Declarative Process Models: Different Ways to Be Hierarchical. ICSOC (2016)
Paolo Busetta, Mauro Fruet, Piero Consolati, Mauro Dragoni, Chiara Ghidini
Developing an Ontology for Autonomous Entities in a Virtual Reality: The PRESTO Experience. MESAS (2015)
Marco Federici, Williams Rizzi, Chiara Di Francescomarino, Marlon Dumas, Chiara Ghidini, Fabrizio Maria Maggi, Irene Teinemaa
A ProM Operational Support Provider for Predictive Monitoring of Business Processes. BPM (Demos) (2015)
Chiara Di Francescomarino, Chiara Ghidini, Sergio Tessaris, Itzel Vázquez Sandoval
Completing Workflow Traces Using Action Languages. CAiSE (2015)
Mauro Dragoni, Chiara Ghidini, Paolo Busetta, Mauro Fruet, Matteo Pedrotti
Using Ontologies for Modeling Virtual Reality Scenarios. ESWC (2015)
Chiara Ghidini, Luciano Serafini
Distributed First Order Logic. CoRR (2015)
Riccardo De Masellis, Chiara Ghidini, Silvio Ranise
A Declarative Framework for Specifying and Enforcing Purpose-Aware Policies. STM (2015)
Gonçalo Antunes, Marzieh Bakhshandeh, José Borbinha, João Cardoso, Sharam Dadashnia, Chiara Di Francescomarino, Mauro Dragoni, Peter Fettke, Avigdor Gal, Chiara Ghidini, Philip Hake, Abderrahmane Khiat, Christopher Klinkmüller, Elena Kuss, Henrik Leopold, Peter Loos, Christian Meilicke, Tim Niesen, Catia Pesquita, Timo Péus, Andreas Schoknecht, Eitam Sheetrit, Andreas Sonntag, Heiner Stuckenschmidt, Tom Thaler, Ingo Weber, Matthias Weidlich
The Process Model Matching Contest 2015. EMISA (2015)
Riccardo De Masellis, Chiara Ghidini, Silvio Ranise
A Declarative Framework for Specifying and Enforcing Purpose-aware Policies. CoRR (2015)
Udo Kannengiesser, Matthias Neubauer, Chiara Di Francescomarino, Mauro Dragoni, Chiara Ghidini, Richard Heininger
Worker-Driven Improvement of Processes in Smart Factories. Mensch & Computer Workshopband (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Chiara Ghidini