Sfoglia per Autore
moduli: A Disaggregated Data Management Architecture for Data-Intensive Workflows
2024 P. Ceravolo, T. Catarci, M. Console, P. Cudré-Mauroux, S. Groppe, K. Hose, J. Pokorný, O. Romero, R. Wrembel
Tuning Machine Learning to Address Process Mining Requirements
2024 P. Ceravolo, S.B. Junior, E. Damiani, W. Van Der Aalst
Enhancing Fairness and Accuracy in Machine Learning Through Similarity Networks
2024 S. Maghool, E. Casiraghi, P. Ceravolo
Examining students’ course trajectories using data mining and visualization approaches
2023 R. Maqsood, P. Ceravolo, M. Ahmad, M.S. Sarfraz
A Scikit-learn Extension Dedicated to Process Mining Purposes
2023 R.S. Oyamada, G. MARQUES TAVARES, S. Barbon Junior, P. Ceravolo
CoSMo: a Framework for Implementing Conditioned Process Simulation Models
2023 R.S. Oyamada, G. M Tavares, P. Ceravolo
Using Process Mining to Reduce Fraud in Digital Onboarding
2023 M. Camilo da Silva, G. MARQUES TAVARES, M. Cesar Gritti, P. Ceravolo, S. Barbon Junior
Trace encoding in process mining: A survey and benchmarking
2023 G.M. Tavares, R.S. Oyamada, S. Barbon, P. Ceravolo
Graph embeddings in criminal investigation: towards combining precision, generalization and transparency
2022 V. Bellandi, P. Ceravolo, S. Maghool, S. Siccardi
A methodology to engineering continuous monitoring of intrinsic capacity for elderly people
2022 V. Bellandi, P. Ceravolo, E. Damiani, S. Maghool, M. Cesari, I. Basdekis, E. Iliadou, M.D. Marzan
Evaluation Goals for Online Process Mining: a Concept Drift Perspective
2022 P. Ceravolo, G. Marques Tavares, S.B. Junior, E. Damiani
Modeling and predicting students’ engagement behaviors using mixture Markov models
2022 R. Maqsood, P. Ceravolo, C. Romero, S. Ventura
Older Adults' and Clinicians' Perspectives on a Smart Health Platform for the Aging Population: Design and Evaluation Study
2022 A. Cristiano, S. Musteata, S. De Silvestri, V. Bellandi, P. Ceravolo, M. Cesari, D. Azzolino, A. Sanna, D. Trojaniello
2022 Ninth International Conference on Social Networks Analysis, Management and Security (SNAMS)
2022 P. Ceravolo, C. Guetl, Y. Jararweh, E. Benkhelifa
Cooperative Information Systems
2022 M. Sellami, P. Ceravolo, H.A. Reijers, W. Gaaloul, H. Panetto
Agent-Based Vector-Label Propagation for Explaining Social Network Structures
2022 V. Bellandi, P. Ceravolo, E. Damiani, S. Maghool
Pattern Matching Algorithm in Event Graphs
2022 V. Bellandi, P. Ceravolo, S. Maghool, M. Pindaro, S. Siccardi
Contactless Authentication for Wearable Devices Using RFID
2022 V. Bellandi, P. Ceravolo, M. Conti, M. Ehsanpour
Smart Healthcare, IoT and Machine Learning: A Complete Survey
2022 V. Bellandi, P. Ceravolo, E. Damiani, S. Siccardi
Selecting Optimal Trace Clustering Pipelines with Meta-learning
2022 G. Marques Tavares, S. Barbon Junior, E. Damiani, P. Ceravolo
Toward a General Framework for Multimodal Big Data Analysis
2022 V. Bellandi, P. Ceravolo, S. Maghool, S. Siccardi
A Methodology to Manage Structured and Semi-structured Data in Knowledge Oriented Graph
2022 V. Bellandi, P. Ceravolo, G.A. D?andrea, S. Maghool, S. Siccardi
Real-time probing of control-flow and data-flow in event logs
2022 P. Ceravolo, E. Damiani, E.F. Schepis, G.M. Tavares
Knowledge-Based Legal Document Retrieval: A Case Study on Italian Civil Court Decisions
2022 V. Bellandi, S. Castano, P. Ceravolo, E. Damiani, A. Ferrara, S. Montanelli, S. Picascia, A. Polimeno, D. Riva
Model-based Big Data Analytics-as-a-Service : Take Big Data to the Next Level
2021 C.A. Ardagna, V. Bellandi, M. Bezzi, P. Ceravolo, E. Damiani, C. Hebert
Ontology based recommender system using social network data
2021 M. Arafeh, P. Ceravolo, A. Mourad, E. Damiani, E. Bellini
IoT Platform for Ageing Society: the SMART BEAR Project
2021 A. Cristiano, S. De Silvestri, S. Musteata, A. Sanna, D. Trojaniello, V. Bellandi, P. Ceravolo, M. Cesari
Using ICT for Co-Creation of Inclusive Public Places : C3Places Project
2021 C. Smaniotto Costa, J. Solipa Batista, I. Almeida, M. Menezes, A. Skaržauskienė, M. Mačiulienė, D. Botteldooren, T. van Renterghem, R. Pizzi, P. Ceravolo, I. Šuklje Erjavec, V. Zlender, B. Goličnik Marušić
Semantic Data Integration for Investigations: Lessons Learned and Open Challenges
2021 C. Batini, V. Bellandi, P. Ceravolo, F. Moiraghi, M. Palmonari, S. Siccardi
On the use of online clustering for anomaly detection in trace streams
2021 R.V. Neto, G. Marques Tavares, P. Ceravolo, S. Barbon
Rules-based process mining to discover PLM system processes
2021 A. Azzini, P. Ceravolo, A. Corallo, E. Damiani, M. Lazoi, M. Marra
Software Services Engineering Manifesto - A Cross-Cutting Declaration
2021 C. Chang, P. Ceravolo, R. Chang, S. Helal, Z. Jin, X. Liu, H. Ming
Correlation and pattern detection in event networks
2021 V. Bellandi, P. Ceravolo, S. Maghool, M. Pindaro, S. Siccardi
Engineering Continuous Monitoring of Intrinsic Capacity for Elderly People
2021 V. Bellandi, I. Basdekis Basdekis, P. Ceravolo, M. Cesari, E. Damiani, E. Iliadou, M. Dan Marzan, S. Maghool
Evaluating Trace Encoding Methods in Process Mining
2021 S. Barbon Junior, P. Ceravolo, E. Damiani, G. MARQUES TAVARES
Advances in Data Management in the Big Data Era
2021 A. Azzini, S. Barbon Jr, V. Bellandi, T. Catarci, P. Ceravolo, P. Cudre-Mauroux, S. Maghool, J. Pokorny, M. Scannapieco, F. Sedes, G.M. Tavares, R. Wrembel
Comparing Concept Drift Detection with Process Mining Software
2020 N. Jashchenko Omori, G. Marques Tavares, P. Ceravolo, S. Barbon
A Case Study in Smart Healthcare Platform Design
2020 V. Bellandi, P. Ceravolo, M. Ehsanpour
The CDESF toolkit: An introduction
2020 D. Mora, P. Ceravolo, E. Damiani, G. Marques Tavares
Designing Process-Centric Blockchain-Based Architectures: A Case Study in e-voting as a Service
2020 E. Bellini, P. Ceravolo, A. Bellini, E. Damiani
Decision-making support for input data in business processes according to former instances
2020 M.H. Pérez Álvarez, L. Parody, M.T. Gómez-López, R. Gasca, P. Ceravolo
A design methodology for matching smart health requirements
2020 V. Bellandi, P. Ceravolo, A. Cristiano, E. Damiani, A. Sanna, D. Trojaniello
Anomaly Detection on Event Logs with a Scarcity of Labels
2020 S. Barbon Junior, P. Ceravolo, E. Damiani, N.J. Omori, G.M. Tavares
Graph Embeddings in Criminal Investigationn: Extending the Scope of Enquiry Protocols
2020 V. Bellandi, P. Ceravolo, S. Maghool, S. Siccardi
A Comparative Study of Clustering Techniques Applied on Covid-19 Scientific Literature
2020 V. Bellandi, P. Ceravolo, S. Maghool, S. Siccardi
Data-Driven Process Discovery and Analysis
2020 P. Ceravolo, M. van Keulen, M. Teresa Gómez López
Databases and Information Systems in the AI Era: Contributions from ADBIS, TPDL and EDA 2020 Workshops and Doctoral Consortium
2020 L. Bellatreche, F. Bentayeb, M. Bieliková, O. Boussaid, B. Catania, P. Ceravolo, E. Demidova, M. Halfeld Ferrari, M.T.G. Lopez, C.S. Hara, S. Kordić, I. Luković, A. Mannocci, P. Manghi, F. Osborne, C. Papatheodorou, S. Ristić, D. Sacharidis, O. Romero, A.A. Salatino, G. Talens, M. van Keulen, T. Vergoulis, M. Zumer
Synthetic Event Streams
2019 G. MARQUES TAVARES, S.B. Jr., P. Ceravolo
Sampling Online Social Networks with Tailored Mining Strategies
2019 M. Arafeh, P. Ceravolo, A. Mourad, E. Damiani
Dynamic Access Control to Semantics-Aware Streamed Process Logs
2019 M. Leida, P. Ceravolo, E. Damiani, R. Asal, M. Colombo
Towards Configurable Composite Data Quality Assessment
2019 P. Ceravolo, E. Bellini
Overlapping Analytic Stages in Online Process Mining
2019 G.M. Tavares, P. Ceravolo, V.G. Turrisi Da Costa, E. Damiani, S. Barbon Junior
Blockchain-Based E-Vote-as-a-Service
2019 E. Bellini, P. Ceravolo, E. Damiani
Designing a recommender system for touristic activities in a big data as a service platform
2019 V. Bellandi, P. Ceravolo, E. Damiani, E. Tacchini
Leveraging Anomaly Detection in Business Process with Data Stream Mining
2019 G. MARQUES TAVARES, V. Turrisi da Costa, V. Martins, P. Ceravolo, S.B. Jr.
Assessing Compliance of Open Data in Politics with European Data Protection Regulation
2019 F. Ciclosi, P. Ceravolo, E. Damiani, D. De Ieso
A Methodology for Cross-Platform, Event-Driven Big Data Analytics-as-a-Service
2019 C.A. Ardagna, V. Bellandi, P. Ceravolo, E. Damiani, R. Finazzo
Discovering Students’ Engagement Behaviors in Confidence-based Assessment
2019 R. Maqsood, P. Ceravolo, S. Ventura
Modeling a multi-agent tourism recommender system
2019 V. Bellandi, P. Ceravolo, E. Tacchini
Semantic Support for Model Based Big Data Analytics-as-a-Service (MBDAaaS)
2019 D. Redavid, D. Malerba, B. Di Martino, A. Esposito, C.A. Ardagna, V. Bellandi, P. Ceravolo, E. Damiani
Comparing concept drift detection with process mining tools
2019 N.J. Omori, G.M. Tavares, P. Ceravolo, S. Barbon
Performances of OLAP Operations in Graph and Relational Databases
2019 A. Azzini, P. Ceravolo, M. Colella
Corrective feedback and its implications on students’ confidence-based assessment
2019 R. Maqsood, P. Ceravolo
Data-Driven Process Discovery and Analysis
2019 P. Ceravolo, M. van Keulen, K. Stoffel
Assessing strategies for sampling dynamic social networks
2019 P. Ceravolo, F. Ciclosi, E. Bellini, E. Damiani
CHAMALEON: Framework to improve Data Wrangling with Complex Data
2019 A. Valencia Parra, A.J. Varela Vaca, M.T. Gómez López, P. Ceravolo
Automated Monitoring of Collaborative Working Environments for Supporting Open Innovation
2018 M.M. Kiani, P. Ceravolo, A. Azzini, E. Damiani
Anomaly Detection in Business Process based on Data Stream Mining
2018 G.M. Tavares, V.G.T. da Costa, V.E. Martins, P. Ceravolo, S. Barbon
Big Data Semantics
2018 P. Ceravolo, A. Azzini, M. Angelini, T. Catarci, P. Cudré-Mauroux, E. Damiani, A. Mazak, M. Van Keulen, M. Jarrar, G. Santucci, K. Sattler, M. Scannapieco, M. Wimmer, R. Wrembel, F. Zaraket
A Framework for Human-in-the-loop Monitoring of Concept-drift Detection in Event Log Stream
2018 Sylvio Barbon Junior, G. MARQUES TAVARES, V.G. Turrisi da Costa, P. Ceravolo, E. Damiani
Data-Driven Process Discovery and Analysis
2018 P. Ceravolo, C. Guetl, S. Rinderle-Ma
A Fast and Incremental Development Life Cycle for Data Analytics as a Service
2018 C.A. Ardagna, V. Bellandi, P. Ceravolo, E. Damiani, Di Martino Beniamino, S. D'Angelo, A. Esposito
Modeling Behavioral Dynamics in Confidence-Based Assessment
2018 R. Maqsood, P. Ceravolo
Scouting Big Data Campaigns using TOREADOR Labs
2017 C.A. Ardagna, P. Ceravolo, E. Damiani, M. Leida
Informazioni: adottare i big data per arricchire la conoscenza dei processi
2017 P. Ceravolo, E. Damiani, W.M.P. van der Aalst
SIMPDA 2017 : Data-driven Process Discovery and Analysis
2017 P. Ceravolo, M. Van Keulen, K. Stoffel
Data-Driven Process Discovery and Analysis
2017 P. Ceravolo, S. Rinderle-Ma
What Are My Users Looking for When Preparing a Big Data Campaign
2017 C. Ardagna, P. Ceravolo, G.L. Cota, M.M. Kiani, E. Damiani
Toward model-based big data-as-a-service: The TOREADOR approach
2017 E. Damiani, C.A. Ardagna, P. Ceravolo, N. Scarabottolo
Quantify resilience enhancement of UTS through exploiting connected community and internet of everything emerging technologies
2017 B. Emanuele, P. Ceravolo, N. Paolo
A Model-Driven Methodology for Big Data Analytics-as-a-Service
2017 C.A. Ardagna, V. Bellandi, P. Ceravolo, E. Damiani, M. Bezzi, C. Hebert
A Framework for Trace Clustering and Concept-drift Detection in Event Streams
2017 S. Barbon Junior, G. Marques Tavares, P. Ceravolo, E. Damiani
Toward a new generation of log pre-processing methods for process mining
2017 P. Ceravolo, E. Damiani, M. Torabi, S. Barbon
SIMPDA 2016 : Data-driven Process Discovery and Analysis
2016 P. Ceravolo, C. Guetl, S. Rinderle-Ma
Big data analytics as-a-service: Issues and challenges
2016 C.A. Ardagna, P. Ceravolo, E. Damiani
Innovation factory: an innovative collaboration and management scenario
2016 P. Ceravolo, E. Damiani, F. Frati, J. Maggesi, R. Mainardi, F. Zavatarelli
Translating process mining results into intelligible business information
2016 P. Ceravolo, A. Azzini, A.A. Damiani, E.A. Lazoi, M.A. Marra, M.A. Corallo
Facing big data variety in a model driven approach
2016 M. Leida, C. Ruiz, P. Ceravolo
On the predictive power of university curricula
2016 A. Azzini, P. Ceravolo, N. Scarabottolo, E. Damiani
Applying recommender systems in collaboration environments
2015 E. Damiani, P. Ceravolo, F. Frati, V. Bellandi, R. Maier, I. Seeber, G. Waldhart
De-Materializing Local Public Administration Processes
2015 G. Ballauco, P. Ceravolo, E. Damiani, F. Frati, F. Zavatarelli
Knowledge Driven Behavioural Analysis in Process Intelligence
2015 A. Azzini, P. Ceravolo, E. Damiani, F. Zavatarelli
Data-driven Process Discovery and Analysis
2015 P. Ceravolo, S. Rinderle Ma
Mobile medical ignorance APP (MOMIA) : a new tool for promoting questions, questioning and questioners (Q3)- anytime, anywhere, anyone
2015 M.H. Witte, T. Garrabrant, J. Hall, P. Crown, M. Bernas, S. Lau Braunhut, D. Gaxiola, F. Garcia, P. Ceravolo, E. Damiani, C. Bellini
Data-driven process discovery and analysis
2015 P. Ceravolo, R. Accorsi, P. Cudre Mauroux
Security aspects of de-materialized local public administration processes
2015 G. Ballauco, P. Ceravolo, E. Damiani, F. Frati, F. Zavatarelli
Knowledge acquisition in process intelligence
2015 P. Ceravolo, F. Zavatarelli
Data-Driven Process Discovery and Analysis : 4th International Symposium, SIMPDA 2014, Milan, Italy, November 19-21, 2014, Revised Selected Papers
2015 P. Ceravolo, B. Russo, R. Accorsi
Heterogeneous business process management: a metamodel-based approach
2015 A. Azzini, P. Ceravolo, E. Damiani, N. Scarabottolo, F. Zavatarelli, C. Vicari, V. Savarino
Member of the Program Committee of the International workshop on Algorithms & Theories for the Analysis of Event Data (ATAED' 2015)
2014
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