Francesco Serafino is a postdoc research associate and temporary lecturer at the Dept. of Computer Science, University of Bari (Italy). He concluded his PhD course in 2017 discussing his PhD thesis entitled "Structured Output Prediction in Network Data". He received his Master's Degree in Computer Science from the University of Bari discussing a thesis on Multi-type Classification through Predictive Clustering. He served as a reviewer in a wide range of international conferences. His research interests include Multi-type Clustering, Multi-type Classification and Structured Output Prediction.

Research Interests

Data Mining and Knowledge Discovery, Multi-relational Data Mining, Multi-type clustering and classification and Structured Output Prediction

Francesco Serafino
PhD, External Collaborator
em@il: francesco.serafino @ uniba.it
webpage: http://www.di.uniba.it/~serafino





Publications Legend

Journal Articles
Book
Conference or Workshop
Editorship
Collection
Other

Publications


2018

Francesco Serafino, Gianvito Pio, Michelangelo Ceci:
Ensemble Learning for Multi-Type Classification in Heterogeneous Networks. IEEE Trans. Knowl. Data Eng. 30(12): 2326-2339 (2018)
DOI: https://doi.org/10.1109/TKDE.2018.2822307
Francesco Serafino, Gianvito Pio, Michelangelo Ceci:
Ensemble Learning for Multi-type Classification in Heterogeneous Networks. SEBD (2018)
DOI: http://ceur-ws.org/Vol-2161/paper32.pdf
Gianvito Pio, Francesco Serafino, Donato Malerba, Michelangelo Ceci:
Multi-type clustering and classification from heterogeneous networks. Inf. Sci. 425: 107-126 (2018)
DOI: https://doi.org/10.1016/j.ins.2017.10.021


2016

Francesco Serafino, Gianvito Pio, Donato Malerba, Michelangelo Ceci:
Multi-Type Classification from Heterogeneous Networks. SEBD: 102-109 (2016)


2015

Francesco Serafino, Gianvito Pio, Michelangelo Ceci, Donato Malerba:
Hierarchical Multidimensional Classification of Web Documents with MultiWebClass. Discovery Science: 236-250 (2015)
DOI: https://doi.org/10.1007/978-3-319-24282-8_20