Vincenzo Pasquadibisceglie is an assistant researcher at Computer Science department of University of Bari Aldo Moro

Research Interests

Data Mining and Knowledge Discovery, Process Mining, Deep Learning

Vincenzo Pasquadibisceglie
PhD, Assistant Researcher
Phone: +39 080 5442203
em@il: vincenzo.pasquadibisceglie @ uniba.it





Publications Legend

Journal Articles
Book
Conference or Workshop
Editorship
Collection
Other

Publications


2022

Gabriella Casalino, Giovanna Castellano, Andrea Nisio, Vincenzo Pasquadibisceglie, Gianluca Zaza:
A mobile app for contactless measurement of vital signs through remote Photoplethysmography. SMC: 2675-2680 (2022)
DOI: https://doi.org/10.1109/SMC53654.2022.9945406
Vincenzo Pasquadibisceglie:
Predictive Process Mining for Improving Business Process Management. BPM (PhD/Demos): 10-14 (2022)
DOI: http://ceur-ws.org/Vol-3216/paper_127.pdf
Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba:
A multi-view deep learning approach for predictive business processes monitoring. SERVICES: 26 (2022)
DOI: https://doi.org/10.1109/SERVICES55459.2022.00039
Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba:
A Multi-View Deep Learning Approach for Predictive Business Process Monitoring. IEEE Trans. Serv. Comput. 15(4): 2382-2395 (2022)
DOI: https://doi.org/10.1109/TSC.2021.3051771
Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Wil M. P. van der Aalst:
PROMISE: Coupling predictive process mining to process discovery. Inf. Sci. 606: 250-271 (2022)
DOI: https://doi.org/10.1016/j.ins.2022.05.052


2021

Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba:
Leveraging Multi-view Deep Learning for Next Activity Prediction. ITBPM@BPM: 1-6 (2021)
DOI: http://ceur-ws.org/Vol-2952/paper_290a.pdf
Vincenzo Pasquadibisceglie, Giovanna Castellano, Annalisa Appice, Donato Malerba:
FOX: a neuro-Fuzzy model for process Outcome prediction and eXplanation. ICPM: 112-119 (2021)
DOI: https://doi.org/10.1109/ICPM53251.2021.9576678


2020

Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba, Giuseppe Modugno:
ORANGE: Outcome-Oriented Predictive Process Monitoring Based on Image Encoding and CNNs. IEEE Access 8: 184073-184 (2020)
DOI: https://doi.org/10.1109/ACCESS.2020.3029323
Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba:
Predictive Process Mining Meets Computer Vision. BPM (Forum): 176-192 (2020)
DOI: https://doi.org/10.1007/978-3-030-58638-6_11
Gabriella Casalino, Riccardo Grassi, Marco Iannotta, Vincenzo Pasquadibisceglie, Gianluca Zaza:
A Hierarchical Fuzzy System for Risk Assessment of Cardiovascular Disease. EAIS: 1-7 (2020)
DOI: https://doi.org/10.1109/EAIS48028.2020.9122750


2019

Gabriella Casalino, Giovanna Castellano, Vincenzo Pasquadibisceglie, Gianluca Zaza:
Evaluating End-User Perception Towards a Cardiac Self-care Monitoring Process. MobiHealth: 43-59 (2019)
DOI: https://doi.org/10.1007/978-3-030-49289-2_4
Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba:
Using Convolutional Neural Networks for Predictive Process Analytics. ICPM: 129-136 (2019)
DOI: https://doi.org/10.1109/ICPM.2019.00028
Gabriella Casalino, Giovanna Castellano, Vincenzo Pasquadibisceglie, Gianluca Zaza:
Contact-Less Real-Time Monitoring of Cardiovascular Risk Using Video Imaging and Fuzzy Inference Rules. Information 10(1): 9 (2019)
DOI: https://doi.org/10.3390/info10010009


2018

Gabriella Casalino, Giovanna Castellano, Ciro Castiello, Vincenzo Pasquadibisceglie, Gianluca Zaza:
A Fuzzy Rule-Based Decision Support System for Cardiovascular Risk Assessment. WILF: 97-108 (2018)
DOI: https://doi.org/10.1007/978-3-030-12544-8_8


2017

Giovanna Castellano, Ciro Castiello, Vincenzo Pasquadibisceglie, Gianluca Zaza:
FISDeT: Fuzzy Inference System Development Tool. Int. J. Comput. Intell. Syst. 10(1): 13-22 (2017)
DOI: https://doi.org/10.2991/ijcis.2017.10.1.2