Lucrezia Macchia was a Ph.D. student of Computer Science at University of Bari, Italy. She started the Ph.D. Course in Computer Science at the Department of Computer Science, University of Bari, under the supervision of Prof. Michelangelo Ceci. In October 2010, she received a Laurea Degree with full mark and honors in Computer Science from the University of Bari. She discussed a thesis in Knowledge Bases and Data Mining entitled: "Apprendimento di preferenze nella comprensione di immagini di documento" (Learning preferences of document images understanding). In February 2008, she received a Laurea Degree in Computer Science from the University of Bari. She discussed a thesis in Advanced Computer Programming Methods entitled: "Classificazione associativa con pattern emergenti nel sistema MURENA" (Associative classification with emerging pattern in MURENA system).

Research Interests

Data Mining and Knowledge Discovery, Data Stream Mining, Distributed Algorithms and Models, Inductive logic programming and Multi-relational Data Mining.

Lucrezia Macchia
PhD
em@il: lucrezia.macchia @ uniba.it
webpage: https://kdde.di.uniba.it/lmacchia/





Publications Legend

Journal Articles
Book
Conference or Workshop
Editorship
Collection
Other

Publications


2014
Michelangelo Ceci, Corrado Loglisci, Lucrezia Macchia:
Ranking Sentences for Keyphrase Extraction: A Relational Data Mining Approach. IRCDL: 52-59 (2014)
DOI: https://doi.org/10.1016/j.procs.2014.10.011


2013
Lucrezia Macchia, Francesco Bonchi, Francesco Gullo, Luca Chiarandini:
Mining Summaries of Propagations. ICDM: 498-507 (2013)
DOI: https://doi.org/10.1109/ICDM.2013.163


2012
Lucrezia Macchia, Michelangelo Ceci, Donato Malerba:
Learning to Rank from Concept-Drifting Network Data Streams. DEXA (1): 384-396 (2012)
DOI: https://doi.org/10.1007/978-3-642-32600-4_28
Michelangelo Ceci, Corrado Loglisci, Lucrezia Macchia, Donato Malerba, Luciano Quercia:
Document Image Understanding through Iterative Transductive Learning. IRCDL: 117-128 (2012)
DOI: https://doi.org/10.1007/978-3-642-35834-0_13
Lucrezia Macchia, Michelangelo Ceci, Donato Malerba:
Mining Ranking Models from Dynamic Network Data. MLDM: 566-577 (2012)
DOI: https://doi.org/10.1007/978-3-642-31537-4_44


2008
Michelangelo Ceci, Annalisa Appice, Lucrezia Macchia, Donato Malerba:
Relational Classification based on Emerging Patterns. SEBD: 45-56 (2008)