Lucrezia Macchia's Home Page   PhD Student / Dottoranda Dipartimento di Informatica Università degli Studi di Bari "Aldo Moro" Campus Universitario "E. Quagliariello" Via E. Orabona, 4 • I-70125 Bari • Italy Phone: +39 080 5442299 E-mail: Research interests: Data Mining and Knowledge Discovery, Data Stream Mining, Distributed Algorithms and Models, Inductive logic programming and Multi-relational Data Mining.

Curriculum Vitae Publications Activities Tutoring Software LACAM

Curriculum Vitae et Studiorum

General Info

Education

• Febrary 2011 - 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.
• 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 titled: "Apprendimento di preferenze nella comprensione di immagini di documento" (Learning preferences of document images understanding).
• Febrary 2008 - She received a Laurea Degree in Computer Science from the University of Bari. She discussed a thesis in Advanced Computer Programming Methods titled: "Classificazione associativa con pattern emergenti nel sistema MURENA" (Associative classification  with emerging pattern in MURENA system).

Publications

• National Conference

  • M. Ceci, A. Appice, L. Macchia & D. Malerba
    Relational Classification based on Emerging Patterns
    Atti del XVI Convegno Nazionale su Sistemi Evoluti per Basi di Dati, SEBD 2008. 21-25 Giugno, Mondello (Palermo) 2008. 45-56
    

• International Workshops

  • L. Macchia, M. Ceci, & D. Malerba
    Learning to Rank by Transferring Knowledge Across Different Time Windows
    In the International Workshop on Mining Complex Entities from Network and Biomedical Data, MIND 2011 in conjunction with ECML\PKDD 2011, Athens, Grecee, 2011
    

• Tecnical Report

  • L. Macchia, M. Ceci, & D. Malerba
    Mining Ranking Models from Dynamic Network Data pdf
    

Professional service

Reviewing • Tutoring

Reviewing

Conferences/workshops:

• The international Conference on Database and Expert Systems Applications (DEXA 2011)
  
• IEEE/WIC/ACM International Conferences on Web Intelligence (WI 2011)
  
• The IEEE International Conference on Data Mining (ICDM 2011)
  
• The Symposium On Applied Computing (SAC 2012)
  
• Advances in Computer Science and Engineering (ACSE 2012)
  
• The Fourth International Conference on Advances in Databases, Knowledge, and Data Applications (DBKBA 2012)
  
• 15th International Conference on Business Information Systems (BIS 2012)
  
• 20th Italian Symposium on Advanced Database Systems (SEBD 2012)
  
• 16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES 2012)
  

Tutoring

• Academic year 2010/2011 - Tutoring in the Avanced Computer Programming Methods - Metodi Avanzati di Programmazione (laboratory)
• Academic year 2011/2012 - Tutoring in the Avanced Computer Programming Methods - Metodi Avanzati di Programmazione (laboratory)

Software

• CORA: Complex Objects Ranking Algorithm
• MuReNA : a MUlti-RElatioNA data mining system