Ph.D. in Ingegneria Informatica E Dei Sistemi , 29th cycle (2014-2016)
Ph.D. obtained in 2017
Dissertation:
Frequent Itemset Mining for Big Data
Tutors:
Elena Maria BaralisTeaching
Teachings
Bachelor of Science
- Basi di dati. A.A. 2014/15, INGEGNERIA GESTIONALE. Collaboratore del corso
Publications
Works published during the Ph.D. View all publications in Porto@Iris
- Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; Garza, Paolo; Pulvirenti, Fabio (2017)
Discovering profitable stocks for intraday trading. In: INFORMATION SCIENCES, vol. 405, pp. 91-106. ISSN 0020-0255
Contributo su Rivista - Pulvirenti, Fabio (2017)
Frequent Itemset Mining for Big Data. relatore: BARALIS, ELENA MARIA; Pietro Michiardi, 19. XIX Ciclo
Doctoral Thesis - Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; Garza, Paolo; Pulvirenti, ... (2017)
Frequent Itemsets Mining for Big Data: A Comparative Analysis. In: BIG DATA RESEARCH, vol. 9, pp. 67-83. ISSN 2214-5796
Contributo su Rivista - Apiletti, Daniele; Baralis, Elena; Cerquitelli, Tania; Garza, Paolo; Pulvirenti, Fabio; ... (2017)
A Parallel MapReduce Algorithm to Efficiently Support Itemset Mining on High Dimensional Data. In: BIG DATA RESEARCH, vol. 10, pp. 53-69. ISSN 2214-5796
Contributo su Rivista - Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; Garza, Paolo; Michiardi, ... (2015)
PaMPa-HD: A Parallel MapReduce-Based Frequent Pattern Miner for High-Dimensional Data. In: The 3rd International Workshop on High Dimensional Data Mining (HDM’15), Atlantic City, NJ, USA, 14 November 2015, pp. 839-846. ISBN: 978-1-4673-8493-3
Contributo in Atti di Convegno (Proceeding) - Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Garza, ... (2014)
NEMICO: Mining network data through cloud-based data mining techniques. In: 7th International Conference on Utility and Cloud Computing (UCC 2014), Londra, Regno Unito, 8-11 Dicembre 2014, pp. 503-504
Contributo in Atti di Convegno (Proceeding)