Paolo Ceravolo

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 82

Top Venues

Publications

Sylvio Barbon Junior, Paolo Ceravolo, Sven Groppe, Mustafa Jarrar, Samira Maghool, Florence Sèdes, Soror Sahri, Maurice van Keulen
Are Large Language Models the New Interface for Data Pipelines? CoRR (2024)
Paolo Ceravolo, Sylvio Barbon Junior, Ernesto Damiani, Wil M. P. van der Aalst
Tuning Machine Learning to Address Process Mining Requirements. IEEE Access 12 (2024)
Paolo Ceravolo, Tiziana Catarci, Marco Console, Philippe Cudré-Mauroux, Sven Groppe, Katja Hose, Jaroslav Pokorný, Oscar Romero, Robert Wrembel
moduli: A Disaggregated Data Management Architecture for Data-Intensive Workflows. SIGWEB Newsl. 2024 (Winter) (2024)
Malina Grigore, Gabriel Marques Tavares, Matheus Camilo da Silva, Paolo Ceravolo, Sylvio Barbon Junior
Automated Trace Clustering Pipeline Synthesis in Process Mining. Inf. 15 (4) (2024)
Valerio Bellandi, Paolo Ceravolo, Stefano Siccardi
Enhancing Semantic Exploration: A Distributed Repository Approach. BiDEDE@SIGMOD (2024)
Rafael Seidi Oyamada, Gabriel Marques Tavares, Sylvio Barbon Junior, Paolo Ceravolo
Enhancing Predictive Process Monitoring with Time-Related Feature Engineering. CAiSE (2024)
Sylvio Barbon Junior, Paolo Ceravolo, Sven Groppe, Mustafa Jarrar, Samira Maghool, Florence Sèdes, Soror Sahri, Maurice van Keulen
Are Large Language Models the New Interface for Data Pipelines? BiDEDE@SIGMOD (2024)
Rabia Maqsood, Paolo Ceravolo, C. Romero, S. Ventura
Modeling and predicting students' engagement behaviors using mixture Markov models. CoRR (2024)
Paolo Ceravolo, Claudio Di Ciccio, Chiara Di Francescomarino, María Teresa Gómez López, Fabrizio Maria Maggi, Renuka Sindhgatta
Editorial: recent advances in process analytics. J. Intell. Inf. Syst. 61 (1) (2023)
Rafael Seidi Oyamada, Gabriel M. Tavares, Paolo Ceravolo
CoSMo: a Framework for Implementing Conditioned Process Simulation Models. CoRR (2023)
Mírian Halfeld Ferrari, Paolo Ceravolo, Sonja Ristic, Yaser Jararweh, Dimitrios Katsaros
Guest editorial: Advances in intelligent data, data engineering, and information systems. Comput. Sci. Inf. Syst. 20 (3) (2023)
Paolo Ceravolo, Sylvio Barbon Junior, Ernesto Damiani, Wil M. P. van der Aalst
Tailoring Machine Learning for Process Mining. CoRR (2023)
Samira Maghool, Elena Casiraghi, Paolo Ceravolo
Enhancing Fairness and Accuracy in Machine Learning Through Similarity Networks. CoopIS (2023)
Andrea Maldonado, Gabriel Marques Tavares, Rafael Seidi Oyamada, Paolo Ceravolo, Thomas Seidl
FEEED: Feature Extraction from Event Data. ICPM Doctoral Consortium / Demo (2023)
Rafael Seidi Oyamada, Gabriel Marques Tavares, Sylvio Barbon Junior, Paolo Ceravolo
A Scikit-learn Extension Dedicated to Process Mining Purposes. CoopIS (Demos) (2023)
Sylvio Barbon Jr., Paolo Ceravolo, Rafael Seidi Oyamada, Gabriel M. Tavares
Trace Encoding in Process Mining: a survey and benchmarking. CoRR (2023)
Paolo Ceravolo, Samira Maghool, Andrei Georgiani Talpalaru
A Web Application to Demonstrate the Properties of Label Propagation Algorithms. CoopIS (Demos) (2023)
Gabriel M. Tavares, Rafael Seidi Oyamada, Sylvio Barbon, Paolo Ceravolo
Trace encoding in process mining: A survey and benchmarking. Eng. Appl. Artif. Intell. 126 (Part D) (2023)
Valerio Bellandi, Paolo Ceravolo, Ernesto Damiani, Samira Maghool
Agent-Based Vector-Label Propagation for Explaining Social Network Structures. KMO (2022)
Valerio Bellandi, Silvana Castano, Paolo Ceravolo, Ernesto Damiani, Alfio Ferrara, Stefano Montanelli, Sergio Picascia, Antongiacomo Polimeno, Davide Riva
Knowledge-Based Legal Document Retrieval: A Case Study on Italian Civil Court Decisions. EKAW (Companion) (2022)
Paolo Ceravolo, Gabriel Marques Tavares, Sylvio Barbon Junior, Ernesto Damiani
Evaluation Goals for Online Process Mining: A Concept Drift Perspective. IEEE Trans. Serv. Comput. 15 (4) (2022)
Valerio Bellandi, Paolo Ceravolo, Samira Maghool, Stefano Siccardi
Graph embeddings in criminal investigation: towards combining precision, generalization and transparency. World Wide Web 25 (6) (2022)
Valerio Bellandi, Paolo Ceravolo, Samira Maghool, Margherita Pindaro, Stefano Siccardi
Pattern Matching Algorithm in Event Graphs. DASC/PiCom/CBDCom/CyberSciTech (2022)
Gabriel Marques Tavares, Sylvio Barbon Junior, Ernesto Damiani, Paolo Ceravolo
Selecting Optimal Trace Clustering Pipelines with Meta-learning. BRACIS (1) (2022)
Rabia Maqsood, Paolo Ceravolo, Cristóbal Romero, Sebastián Ventura
Modeling and predicting students' engagement behaviors using mixture Markov models. Knowl. Inf. Syst. 64 (5) (2022)
Valerio Bellandi, Paolo Ceravolo, Samira Maghool, Stefano Siccardi
Toward a General Framework for Multimodal Big Data Analysis. Big Data 10 (5) (2022)
Paolo Ceravolo, Gabriel Marques Tavares, Sylvio Barbon Junior, Ernesto Damiani
Evaluation Goals for Online Process Mining: a Concept Drift Perspective. SERVICES (2022)
Valerio Bellandi, Paolo Ceravolo, Mauro Conti, Maryam Ehsanpour
Contactless Authentication for Wearable Devices Using RFID. ICDH (2022)
Valerio Bellandi, Paolo Ceravolo, Giacomo Alberto D'Andrea, Samira Maghool, Stefano Siccardi
A Methodology to Manage Structured and Semi-structured Data in Knowledge Oriented Graph. EANN (2022)
Carl K. Chang, Paolo Ceravolo, Rong N. Chang, Sumi Helal, Zhi Jin, Xuanzhe Liu, Hua Ming
Software Services Engineering Manifesto - A Cross-Cutting Declaration. ICWS (2021)
Sylvio Barbon Jr., Paolo Ceravolo, Ernesto Damiani, Gabriel Marques Tavares
Selecting Optimal Trace Clustering Pipelines with AutoML. CoRR (2021)
Sylvio Barbon Jr., Paolo Ceravolo, Ernesto Damiani, Gabriel Marques Tavares
Using Meta-learning to Recommend Process Discovery Methods. CoRR (2021)
José Miguel Pérez-Álvarez, Luisa Parody, María Teresa Gómez López, Rafael M. Gasca, Paolo Ceravolo
Decision-making support for input data in business processes according to former instances. Comput. Sci. Inf. Syst. 18 (3) (2021)
Claudio Agostino Ardagna, Valerio Bellandi, Michele Bezzi, Paolo Ceravolo, Ernesto Damiani, Cédric Hébert
Model-Based Big Data Analytics-as-a-Service: Take Big Data to the Next Level. IEEE Trans. Serv. Comput. 14 (2) (2021)
Carlo Batini, Valerio Bellandi, Paolo Ceravolo, Federico Moiraghi, Matteo Palmonari, Stefano Siccardi
Semantic Data Integration for Investigations: Lessons Learned and Open Challenges. SMDS (2021)
Valerio Bellandi, Paolo Ceravolo, Alessia Cristiano, Ernesto Damiani, Alberto Sanna, Diana Trojaniello
A design methodology for matching smart health requirements. Concurr. Comput. Pract. Exp. 33 (22) (2021)
Renato Vertuam Neto, Gabriel M. Tavares, Paolo Ceravolo, Sylvio Barbon
On the use of online clustering for anomaly detection in trace streams. SBSI (2021)
Valerio Bellandi, Paolo Ceravolo, Samira Maghool, Margherita Pindaro, Stefano Siccardi
Correlation and pattern detection in event networks. IEEE BigData (2021)
Valerio Bellandi, Ioannis Basdekis, Paolo Ceravolo, Matteo Cesari, Ernesto Damiani, Eleftheria Iliadou, Mircea Dan Marzan, Samira Maghool
Engineering Continuous Monitoring of Intrinsic Capacity for Elderly People. ICDH (2021)
Mohamad Arafeh, Paolo Ceravolo, Azzam Mourad, Ernesto Damiani, Emanuele Bellini
Ontology based recommender system using social network data. Future Gener. Comput. Syst. 115 (2021)
Valerio Bellandi, Paolo Ceravolo, Maryam Ehsanpour
A Case Study in Smart Healthcare Platform Design. SERVICES (2020)
Valerio Bellandi, Paolo Ceravolo, Samira Maghool, Stefano Siccardi
A Comparative Study of Clustering Techniques Applied on Covid-19 Scientific Literature. IoTSMS (2020)
Ladjel Bellatreche, Fadila Bentayeb, Mária Bieliková, Omar Boussaid, Barbara Catania, Paolo Ceravolo, Elena Demidova, Mírian Halfeld Ferrari, María Teresa Gómez López, Carmem S. Hara, Slavica Kordic, Ivan Lukovic, Andrea Mannocci, Paolo Manghi, Francesco Osborne, Christos Papatheodorou, Sonja Ristic, Dimitris Sacharidis, Oscar Romero, Angelo A. Salatino, Guilaine Talens, Maurice van Keulen, Thanasis Vergoulis, Maja Zumer
Databases and Information Systems in the AI Era: Contributions from ADBIS, TPDL and EDA 2020 Workshops and Doctoral Consortium. ADBIS/TPDL/EDA Workshops (2020)
Sylvio Barbon Junior, Paolo Ceravolo, Ernesto Damiani, Nicolas Jashchenko Omori, Gabriel Marques Tavares
Anomaly Detection on Event Logs with a Scarcity of Labels. ICPM (2020)
Davide Mora, Paolo Ceravolo, Ernesto Damiani, Gabriel Marques Tavares
The CDESF Toolkit: An Introduction. ICPM Doctoral Consortium / Tools (2020)
Nicolas Jashchenko Omori, Gabriel Marques Tavares, Paolo Ceravolo, Sylvio Barbon Jr.
Comparing Concept Drift Detection with Process Mining Software. Braz. J. Inf. Syst. 13 (4) (2020)
Valerio Bellandi, Paolo Ceravolo, Samira Maghool, Stefano Siccardi
Graph Embeddings in Criminal Investigation: Extending the Scope of Enquiry Protocols. MEDES (2020)
Sylvio Barbon Junior, Paolo Ceravolo, Ernesto Damiani, Gabriel Marques Tavares
Evaluating Trace Encoding Methods in Process Mining. DataMod@CIKM (2020)
Gabriel Marques Tavares, Victor Guilherme Turrisi da Costa, Vinicius Eiji Martins, Paolo Ceravolo, Sylvio Barbon Jr.
Leveraging Anomaly Detection in Business Process with Data Stream Mining. Braz. J. Inf. Syst. 12 (1) (2019)
Paolo Ceravolo, Emanuele Bellini
Towards Configurable Composite Data Quality Assessment. CBI (1) (2019)
Nicolas Jashchenko Omori, Gabriel Marques Tavares, Paolo Ceravolo, Sylvio Barbon Jr.
Comparing Concept Drift Detection with Process Mining Tools. SBSI (2019)
Álvaro Valencia-Parra, Ángel Jesús Varela-Vaca, María Teresa Gómez López, Paolo Ceravolo
CHAMALEON: Framework to improve Data Wrangling with Complex Data. ICIS (2019)
Rabia Maqsood, Paolo Ceravolo, Sebastián Ventura
Discovering Students' Engagement Behaviors in Confidence-based Assessment. EDUCON (2019)
Emanuele Bellini, Paolo Ceravolo, Alessandro Bellini, Ernesto Damiani
Designing Process-Centric Blockchain-Based Architectures: A Case Study in e-voting as a Service. SIMPDA (2019)
Marcello Leida, Paolo Ceravolo, Ernesto Damiani, Rasool Asal, Maurizio Colombo
Dynamic Access Control to Semantics-Aware Streamed Process Logs. J. Data Semant. 8 (3) (2019)
Valerio Bellandi, Paolo Ceravolo, Eugenio Tacchini
Modeling a Multi-agent Tourism Recommender System. OTM Conferences (2019)
Paolo Ceravolo, Francesco Ciclosi, Emanuele Bellini, Ernesto Damiani
Assessing Strategies for Sampling Dynamic Social Networks. RIIFORUM (2019)
Gabriel Marques Tavares, Paolo Ceravolo, Victor G. Turrisi da Costa, Ernesto Damiani, Sylvio Barbon Junior
Overlapping Analytic Stages in Online Process Mining. SCC (2019)
Emanuele Bellini, Paolo Ceravolo, Ernesto Damiani
Blockchain-Based E-Vote-as-a-Service. CLOUD (2019)
Mohamad Arafeh, Paolo Ceravolo, Azzam Mourad, Ernesto Damiani
Sampling Online Social Networks with Tailored Mining Strategies. SNAMS (2019)
Claudio Agostino Ardagna, Valerio Bellandi, Paolo Ceravolo, Ernesto Damiani, Rino Finazzo
A Methodology for Cross-Platform, Event-Driven Big Data Analytics-as-a-Service. IEEE BigData (2019)
Antonia Azzini, Paolo Ceravolo, Matteo Colella
Performances of OLAP Operations in Graph and Relational Databases. KMO (2019)
Muhammad Muneeb Kiani, Paolo Ceravolo, Antonia Azzini, Ernesto Damiani
Automated Monitoring of Collaborative Working Environments for Supporting Open Innovation. KMO (2018)
Gabriel Marques Tavares, Victor G. Turrisi da Costa, Vinicius Eiji Martins, Paolo Ceravolo, Sylvio Barbon Junior
Anomaly Detection in Business Process based on Data Stream Mining. SBSI (2018)
Sylvio Barbon Junior, Gabriel Marques Tavares, Victor G. Turrisi da Costa, Paolo Ceravolo, Ernesto Damiani
A Framework for Human-in-the-loop Monitoring of Concept-drift Detection in Event Log Stream. WWW (Companion Volume) (2018)
Rabia Maqsood, Paolo Ceravolo
Modeling Behavioral Dynamics in Confidence-Based Assessment. ICALT (2018)
Paolo Ceravolo, Antonia Azzini, Marco Angelini, Tiziana Catarci, Philippe Cudré-Mauroux, Ernesto Damiani, Alexandra Mazak, Maurice van Keulen, Mustafa Jarrar, Giuseppe Santucci, Kai-Uwe Sattler, Monica Scannapieco, Manuel Wimmer, Robert Wrembel, Fadi A. Zaraket
Big Data Semantics. J. Data Semant. 7 (2) (2018)
Claudio Agostino Ardagna, Valerio Bellandi, Paolo Ceravolo, Ernesto Damiani, Beniamino Di Martino, Salvatore D'Angelo, Antonio Esposito
A Fast and Incremental Development Life Cycle for Data Analytics as a Service. BigData Congress (2018)
Rabia Maqsood, Paolo Ceravolo
Corrective Feedback and Its Implications on Students' Confidence-Based Assessment. TEA (2018)
Domenico Redavid, Donato Malerba, Beniamino Di Martino, Antonio Esposito, Claudio Agostino Ardagna, Valerio Bellandi, Paolo Ceravolo, Ernesto Damiani
Semantic Support for Model Based Big Data Analytics-as-a-Service (MBDAaaS). CISIS (2018)
Paolo Ceravolo, Ernesto Damiani, Mohammadsadegh Torabi, Sylvio Barbon Junior
Toward a New Generation of Log Pre-processing Methods for Process Mining. BPM (Forum) (2017)
Sylvio Barbon Junior, Gabriel M. Tavares, Paolo Ceravolo, Ernesto Damiani
A Framework for Trace Clustering and Concept-drift Detection in Event Streams. SIMPDA (2017)
Claudio Agostino Ardagna, Valerio Bellandi, Paolo Ceravolo, Ernesto Damiani, Michele Bezzi, Cédric Hébert
A Model-Driven Methodology for Big Data Analytics-as-a-Service. BigData Congress (2017)
Claudio Agostino Ardagna, Paolo Ceravolo, Guido Lena Cota, Muhammad Muneeb Kiani, Ernesto Damiani
What Are My Users Looking for When Preparing a Big Data Campaign. BigData Congress (2017)
Ernesto Damiani, Claudio Agostino Ardagna, Paolo Ceravolo, Nello Scarabottolo
Toward Model-Based Big Data-as-a-Service: The TOREADOR Approach. ADBIS (2017)
Emanuele Bellini, Paolo Ceravolo, Paolo Nesi
Quantify Resilience Enhancement of UTS through Exploiting Connected Community and Internet of Everything Emerging Technologies. ACM Trans. Internet Techn. 18 (1) (2017)
Claudio Agostino Ardagna, Paolo Ceravolo, Ernesto Damiani, Marcello Leida
Scouting Big Data Campaigns using TOREADOR Labs. EDBT/ICDT Workshops (2017)
Emanuele Bellini, Paolo Ceravolo, Paolo Nesi
Quantify resilience enhancement of UTS through exploiting connect community and internet of everything emerging technologies. CoRR (2017)
Antonia Azzini, Paolo Ceravolo, Nello Scarabottolo, Ernesto Damiani
On the predictive power of university curricula. EDUCON (2016)
Claudio Agostino Ardagna, Paolo Ceravolo, Ernesto Damiani
Big data analytics as-a-service: Issues and challenges. IEEE BigData (2016)
Marcello Leida, Carlos Ruiz, Paolo Ceravolo
Facing big data variety in a model driven approach. RTSI (2016)
Paolo Ceravolo, Antonia Azzini, Ernesto Damiani, Mariangela Lazoi, Manuela Marra, Angelo Corallo
Translating Process Mining Results into Intelligible Business Information. KMO (2016)
Giancarlo Ballauco, Paolo Ceravolo, Ernesto Damiani, Fulvio Frati, Francesco Zavatarelli
Security Aspects of De-materialized Local Public Administration Processes. OTM Conferences (2015)
Giancarlo Ballauco, Paolo Ceravolo, Ernesto Damiani, Fulvio Frati, Francesco Zavatarelli
De-Materializing Local Public Administration Processes. PNSE @ Petri Nets (2015)
Antonia Azzini, Paolo Ceravolo, Ernesto Damiani, Nello Scarabottolo, Francesco Zavatarelli, Claudia Vicari, Vincenzo Savarino
Heterogeneous Business Process Management: A Metamodel-Based Approach. KMO (2015)
Ernesto Damiani, Paolo Ceravolo, Fulvio Frati, Valerio Bellandi, Ronald Maier, Isabella Seeber, Gabriela Waldhart
Applying recommender systems in collaboration environments. Comput. Hum. Behav. 51 (2015)
Antonia Azzini, Paolo Ceravolo, Ernesto Damiani, Francesco Zavatarelli
Knowledge Driven Behavioural Analysis in Process Intelligence. ATAED@Petri Nets/ACSD (2015)
Paolo Ceravolo, Ernesto Damiani, Fulvio Frati, Jonatan Maggesi, Riccardo Mainardi, Francesco Zavatarelli
Innovation Factory: An Innovative Collaboration and Management Scenario. AFRICOMM (2015)
Antonia Azzini, Paolo Ceravolo, Ernesto Damiani, Francesco Zavatarelli, Claudia Vicari, Vincenzo Savarino
Driving knowledge acquisition via metric life-cycle in process intelligence. I-KNOW (2014)
Isabella Seeber, Ronald Maier, Paolo Ceravolo, Fulvio Frati
Tracing the Development of Ideas in Distributed, IT-Supported Teams during Synchronous Collaboration. ECIS (2014)
Stefan Thalmann, Markus Manhart, Paolo Ceravolo, Antonia Azzini
An Integrated Risk Management Framework: Measuring the Success of Organizational Knowledge Protection. Int. J. Knowl. Manag. 10 (2) (2014)
Paolo Ceravolo, Stefano Guerretti
Testing Social Network Metrics for Measuring Electoral Success in the Italian Municipal Campaign of 2011. CGC (2013)
Valerio Bellandi, Paolo Ceravolo, Ernesto Damiani, Fulvio Frati, Guido Lena Cota, Jonatan Maggesi
Boosting the Innovation Process in Collaborative Environments. SMC (2013)
Ernesto Damiani, Paolo Ceravolo
Knowledge and Business Intelligence Technologies in Cross-Enterprise Environments for Italian Advanced Mechanical Industry. PNSE+ModPE (2013)
Kouhei Takada, Yoshitaka Sakurai, Setsuo Tsuruta, Ernesto Damiani, Valerio Bellandi, Marco Anisetti, Paolo Ceravolo
An efficient language pipeline for flexible rule-based context representation. J. Ambient Intell. Humaniz. Comput. 4 (4) (2013)
Francesco Arigliano, Antonia Azzini, Chiara Braghin, Antonio Caforio, Paolo Ceravolo, Ernesto Damiani, Vincenzo Savarino, Claudia Vicari, Francesco Zavatarelli
Knowledge and Business Intelligence Technologies in Cross-Enterprise Environments for Italian Advanced Mechanical Industry. SIMPDA (2013)
Antonia Azzini, Paolo Ceravolo
Consistent Process Mining over Big Data Triple Stores. BigData Congress (2013)
Paolo Ceravolo, Ralph Deters, Balan Pillai, Christian Wagner
Track B: Convergence of technologies for sustainable infrastructures. DEST (2013)
Valerio Bellandi, Paolo Ceravolo, Fulvio Frati, Jonatan Maggesi, Gabriela Waldhart, Isabella Seeber
Design principles for competence-based Recommender Systems. DEST (2012)
Yoshitaka Sakurai, Kouhei Takada, Marco Anisetti, Valerio Bellandi, Paolo Ceravolo, Ernesto Damiani, Setsuo Tsuruta
Toward Sensor-Based Context Aware Systems. Sensors 12 (1) (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Paolo Ceravolo