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Donato Malerba · Study
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Author
Donato Malerba
18 works
· latest 2024
· 2 institutions
cluster: provisional
ORCID 0000-0001-8432-4608
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Citations
1,924
Works here
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Most cited in this library
Process Mining Manifesto
2012 · 1,209 citations
Using Convolutional Neural Networks for Predictive Process Analytics
2019 · 125 citations
A Co-Training Strategy for Multiple View Clustering in Process Mining
2015 · 85 citations
Completion Time and Next Activity Prediction of Processes Using Sequential Pattern Mining
2014 · 80 citations
A Multi-View Deep Learning Approach for Predictive Business Process Monitoring
2021 · 69 citations
Works
18 shown
LUPIN: A LLM Approach for Activity Suffix Prediction in Business Process Event Logs
International Conference on Process Mining (ICPM)
·
2024
·
3 authors
·
other
22
citations
PROPHET: Explainable Predictive Process Monitoring With Heterogeneous Graph Neural Networks
IEEE Transactions on Services Computing
·
2024
·
5 authors
·
Open access
32
citations
TSUNAMI - an explainable PPM approach for customer churn prediction in evolving retail data environments
Journal of Intelligent Information Systems
·
2023
·
4 authors
19
citations
JARVIS: Joining Adversarial Training With Vision Transformers in Next-Activity Prediction
IEEE Transactions on Services Computing
·
2023
·
4 authors
·
Open access
22
citations
DARWIN: An online deep learning approach to handle concept drifts in predictive process monitoring
Engineering Applications of Artificial Intelligence
·
2023
·
4 authors
·
Open access
33
citations
FOX: a neuro-Fuzzy model for process Outcome prediction and eXplanation
International Conference on Process Mining (ICPM)
·
2021
·
4 authors
·
other
24
citations
A Multi-View Deep Learning Approach for Predictive Business Process Monitoring
IEEE Transactions on Services Computing
·
2021
·
4 authors
·
Open access
69
citations
Predictive Process Mining Meets Computer Vision
Lecture notes in business information processing
·
2020
·
4 authors
·
other
49
citations
ORANGE: Outcome-Oriented Predictive Process Monitoring Based on Image Encoding and CNNs
IEEE Access
·
2020
·
5 authors
·
Open access
36
citations
Leveraging Shallow Machine Learning to Predict Business Process Behavior
IEEE International Conference on Services Computing
·
2019
·
3 authors
·
other
17
citations
Using Convolutional Neural Networks for Predictive Process Analytics
International Conference on Process Mining (ICPM)
·
2019
·
4 authors
·
other
125
citations
Big Data Research in Italy: A Perspective
Engineering
·
2016
·
12 authors
·
Open access
22
citations
A Co-Training Strategy for Multiple View Clustering in Process Mining
IEEE Transactions on Services Computing
·
2015
·
2 authors
85
citations
Completion Time and Next Activity Prediction of Processes Using Sequential Pattern Mining
Lecture notes in computer science
·
2014
·
5 authors
·
other
80
citations
Process Mining to Forecast the Future of Running Cases
Lecture notes in computer science
·
2014
·
3 authors
·
other
33
citations
Toward Geographic Information Harvesting: Extraction of Spatial Relational Facts from Web Documents
IEEE ... International Conference on Data Mining workshops
·
2012
·
5 authors
·
other
14
citations
Process Mining Manifesto
Lecture notes in business information processing
·
2012
·
71 authors
·
other
·
Open access
1,209
citations
Empowering a GIS with inductive learning capabilities: the case of INGENS
Computers Environment and Urban Systems
·
2003
·
5 authors
33
citations