Vincenzo Pasquadibisceglie is an assistant researcher at Computer Science department of University of Bari Aldo Moro Research InterestsData Mining and Knowledge Discovery, Process Mining, Deep Learning |
Vincenzo PasquadibiscegliePhone: +39 080 5442203 |
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Publications
2023
Giuseppina Andresini, Annalisa Appice, Pasquale Ardimento, Andrea Antonio Brunetta, Antonio Giuseppe Doronzo, Giuseppe Ieva, Francesco Luce, Donato Malerba, Vincenzo Pasquadibisceglie: CENTAURO: An Explainable AI Approach for Customer Loyalty Prediction in Retail Sector. AI*IA: 205-217 (2023) DOI: https://doi.org/10.1007/978-3-031-47546-7_14 | |
Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba: DARWIN : An online deep learning approach to handle concept drifts in predictive process monitoring. Eng. Appl. Artif. Intell. 123: 106461 (2023) DOI: https://doi.org/10.1016/j.engappai.2023.106461 | |
Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Nicola Fiorentino, Donato Malerba: STARDUST: A Novel Process Mining Approach to Discover Evolving Models From Trace Streams. IEEE Trans. Serv. Comput. 16(4): 2970-2984 (2023) DOI: https://doi.org/10.1109/TSC.2022.3215502 |
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, 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 | |
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 |
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 |