Publications

Publications by Loris Belcastro

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    Papers in journals

  1. L. Belcastro, M. Kechadi, F. Marozzo, L. Pastore, D. Talia, P. Trunfio, "Parallel extraction of Regions-of-Interest from social media data". Concurrency and Computation: Practice and Experience, vol. 33, n. 8, pp. e5638, 2021.


  2. S. Giampà, L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "A data-aware scheduling strategy for executing large-scale distributed workflows". IEEE Access, vol. 9, pp. 47354-47364, 2021. Note: ISSN: 2169-3536.


  3. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, F. Branda, T. Palpanas, M. Imran, "Using Social Media for Sub-Event Detection during Disasters". Journal of Big Data, vol. 8, n. 79, 2021.


  4. L. Belcastro, R. Cantini, F. Marozzo, D. Talia, P. Trunfio, "Learning Political Polarization on Social Media using Neural Networks". IEEE Access, vol. 8, n. 1, pp. 47177-47187, 2020.


  5. L. Belcastro, F. Marozzo, P. Trunfio, "A Scalable Middleware for Context-aware Mobile Applications". International Journal of Ad Hoc and Ubiquitous Computing, vol. 31, n. 2, pp. 112-122, 2019.


  6. L. Belcastro, F. Marozzo, D. Talia, "Programming Models and Systems for Big Data Analysis". International Journal of Parallel, Emergent and Distributed Systems, vol. 34, pp. 632-652, 2019.


  7. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "ParSoDA: High-Level Parallel Programming for Social Data Mining". Social Network Analysis and Mining, vol. 9, n. 1, 2019.


  8. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "G-RoI: Automatic Region-of-Interest detection driven by geotagged social media data". ACM Transactions on Knowledge Discovery from Data, vol. 12, n. 3, pp. 27:1-27:22, 2018.


  9. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "Using Scalable Data Mining for Predicting Flight Delays". ACM Transactions on Intelligent Systems and Technology, vol. 8, n. 1, pp. 5:1-5:20, 2016.



  10. Book chapters

  11. F. Marozzo, L. Belcastro, "High performance framework to analyze microarray data". In: Microarray Data Analysis: Methods and Protocols, Springer, 2021. Note: To appear.


  12. L. Belcastro, F. Marozzo, "Workflow systems for Big data analysis". In: Encyclopedia of Big Data Technologies, S. Sakr, A. Zomaya (Editors), Springer, pp. 1-6, 2018. Note: ISBN 978-3-319-63962-8.


  13. F. Marozzo, L. Belcastro, "Cloud computing for Big Data analysis". In: Encyclopedia of Big Data Technologies, S. Sakr, A. Zomaya (Editors), Springer, 2018. Note: ISBN 978-3-319-63962-8.


  14. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "Big Data Analysis on Clouds". In: Handbook of Big Data Technologies, A. Zomaya, S. Sakr (Editors), Springer, pp. 101-142, 2017. Note: ISBN: 978-3-319-49339-8.



  15. Papers in conference proceedings

  16. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "Cloud computing for enabling Big Data analysis". The 10th International Conference on Cloud Computing and Services Science (CLOSER 2020), pp. 84-109, May 2021. Note: ISBN 978-3-030-72369-9.


  17. D. Talia, P. Trunfio, F. Marozzo, L. Belcastro, J. Garcia Blas, D. Del Rio, P. Couvée, G. Goret, L. Vincent, A. Fernàndez-Pena, D. Martin de Blas, M. Nardi, T. Pizzuti, A. Spataru, M. Justyna, "A Novel Data-Centric Programming Model for Large-Scale Parallel Systems". Euro-Par 2019: Parallel Processing Workshops, Gottingen, Germany, Lecture Notes in Computer Science, pp. 452-463, August 2020. Note: ISBN: 978-3-030-48339-5.


  18. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "A High-Level Programming Library for Mining Social Media". Post-Proc. of the High Performance Computing Workshop 2018, Cetraro, Italy, Advances in Parallel Computing, Advances in Parallel Computing, vol. 34, pp. 3-21, IOS Press, July 2019.


  19. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "Developing a Cloud-based Algorithm for Analyzing the Polarization of Social Media Users". 5th International Symposium, ALGOCLOUD 2019, Munich, Germany, pp. 15-24, 2019.


  20. L. Belcastro, R. Cantini, F. Marozzo, D. Talia, P. Trunfio, "Discovering Political Polarization on Social Media: A Case Study". 15th International Conference on Semantics, Knowledge and Grids (SKG), Guangzhou, China, pp. 182-189, 2019.


  21. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "Appraising SPARK on Large-Scale Social Media Analysis". Euro-Par Workshops, Santiago de Compostela, Spain, Lecture Notes in Computer Science , pp. 483-495, August 2017. Note: ISBN: 978-3-319-75178-8.


  22. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "A Parallel Library for Social Media Analytics". The 2017 International Conference on High Performance Computing & Simulation (HPCS 2017), Genoa, Italy, pp. 683--690, July 2017. Note: ISBN 978-1-5386-3250-5.


  23. L. Belcastro, G. Di Lieto, M. Lackovic, F. Marozzo, P. Trunfio, "Geocon: A Middleware for Location-aware Ubiquitous Applications". Proc. of the First International Workshop on Ultrascale Computing for Early Researchers (UCER 2016), Granada, Spain, pp. 234-243, December 2016. Note: ISBN: 978-3-319-49956-7.


  24. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "Programming Visual and Script-based Big Data Analytics Workflows on Clouds". Post-Proc. of the High Performance Computing Workshop 2014, Cetraro, Italy, Advances in Parallel Computing, vol. 26, pp. 18--31, IOS Press, 2015. Note: ISBN: 978-1-61499-582-1.


  25. M. Tropea, F. Veltri, F. De Rango, F. Santamaria, L. Belcastro, "Two step based QoS scheduler for DVB-S2 satellite system". IEEE International Conference on Communications, 2011.