
Ph.D. in Ingegneria Informatica E Dei Sistemi , 30th cycle (2014-2017)
Ph.D. obtained in 2018
Dissertation:
Classification algorithms for Big Data, with applications in the urban security domain
Tutors:
Elena Maria BaralisTeaching
Teachings
Master of Science
- Big data: architectures and data analytics. A.A. 2015/16, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso
- Big data: architectures and data analytics. A.A. 2016/17, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
Bachelor of Science
- Basi di dati e sistemi informativi aziendali. A.A. 2017/18, INGEGNERIA DELLA PRODUZIONE INDUSTRIALE. Collaboratore del corso
- Basi di dati. A.A. 2015/16, INGEGNERIA INFORMATICA. Collaboratore del corso
- Basi di dati. A.A. 2015/16, INGEGNERIA INFORMATICA. Collaboratore del corso
- Basi di dati. A.A. 2015/16, INGEGNERIA GESTIONALE. Collaboratore del corso
- Basi di dati. A.A. 2017/18, INGEGNERIA GESTIONALE. Collaboratore del corso
- Basi di dati. A.A. 2017/18, INGEGNERIA GESTIONALE. Collaboratore del corso
- Basi di dati. A.A. 2016/17, INGEGNERIA GESTIONALE. Collaboratore del corso
- Basi di dati. A.A. 2016/17, INGEGNERIA GESTIONALE. Collaboratore del corso
Publications
Works published during the Ph.D. View all publications in Porto@Iris
- Venturini, Luca (2018)
Classification algorithms for Big Data with applications in the urban security domain. relatore: BARALIS, ELENA MARIA; , 30. XXX Ciclo, P.: 194
Doctoral Thesis - Venturini, Luca; Baralis, Elena; Garza, Paolo (2017)
Scaling associative classification for very large datasets. In: JOURNAL OF BIG DATA, vol. 4, pp. 1-24. ISSN 2196-1115
Contributo su Rivista - Venturini, Luca; DI CORSO, Evelina (2017)
Analyzing spatial data from twitter during a disaster. In: Big Data (Big Data), 2017 IEEE International Conference on, Boston (USA), 11-14 Dec. 2017, pp. 3779-3783. ISBN: 978-1-5386-2715-0
Contributo in Atti di Convegno (Proceeding) - 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 MARIA; Cerquitelli, Tania; Garza, Paolo; Venturini, ... (2016)
SaFe-NeC: A scalable and flexible system for network data characterization. In: 2016 IEEE/IFIP Network Operations and Management Symposium, NOMS 2016, Istanbul (Turkey), 2016, pp. 812-816. ISBN: 9781509002238
Contributo in Atti di Convegno (Proceeding) - Venturini, Luca; Baralis, ELENA MARIA (2016)
A spectral analysis of crimes in San Francisco. In: UrbanGIS 16, Burlingame, California (USA), October 31 - 31, 2016. ISBN: 978-1-4503-4583-5
Contributo in Atti di Convegno (Proceeding) - Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; Garza, Paolo; Giordano, ... (2016)
SeLINA: a Self-Learning Insightful Network Analyzer. In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, vol. 13, pp. 696-710. ISSN 1932-4537
Contributo su Rivista - SAFARI KHATOUNI, Ali; Mellia, Marco; Venturini, Luca; Gallo, Massimo; Perino, Diego (2016)
Performance comparison and optimization of ICN prototypes. In: Information Centric Networking Solutions for Real World Applications Workshop co-located with the 2016 IEEE Global Communications Conference, Washington DC (USA), December 8, 2016. ISBN: 978-1-5090-2482-7
Contributo in Atti di Convegno (Proceeding) - Venturini, Luca; Garza, Paolo; Apiletti, Daniele (2016)
BAC: A bagged associative classifier for big data frameworks. In: 3rd International Workshop on Big Data Applications and Principles, BigDap 2016, co-located with the 20th East-European Conference on Advances in Databases and Information Systems, ADBIS 2016, Prague, Czech Republic, 28-8-2016, pp. 137-146. ISBN: 9783319440651
Contributo in Atti di Convegno (Proceeding) - Cagliero, Luca; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Garino, P.; Nardone, Marco; ... (2015)
Monitoring the citizens’ perception on urban security in Smart City environments. In: DAta Mining And Smart Cities Applications Workshop 2015 co-located with the 31st IEEE International Conference on Data Engineering (ICDE 2015), Seoul (South Korea), 13-17 April 2015, pp. 112-116
Contributo in Atti di Convegno (Proceeding)