Publications

Publications by Eugenio Cesario

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    Papers in journals

  1. A. Altomare, E. Cesario, C. Comito, F. Marozzo, D. Talia, "Trajectory Pattern Mining for Urban Computing in the Cloud". Transactions on Parallel and Distributed Systems (IEEE TPDS), vol. 28, n. 2, pp. 586-599, 2017. Note: ISSN:1045-9219.


  2. A. Altomare, E. Cesario, D. Talia, "Mining frequent items and itemsets from distributed data streams for emergency detection and management". Journal of Ambient Intelligence and Humanized Computing, vol. 8, n. 1, pp. 47-55, 2017.


  3. C. Mastroianni, E. Cesario, A. Giordano, "Efficient and Scalable Execution of Smart City Parallel Applications". Concurrency and Computation: Practice and Experience, 2017. Note: To appear.


  4. E. Cesario, C. Mastroianni, D. Talia, "Distributed Volunteer Computing for Solving Ensemble Learning Problems". Future Generation Computer Systems, vol. 54, pp. 68-78, January 2016.


  5. E. Cesario, C. Mastroianni, D. Talia, "A Multi-Domain Architecture for Mining Frequent Items and Itemsets from Distributed Data Streams". Journal of Grid Computing, vol. 12, n. 1, pp. 153-168, March 2014.


  6. E. Cesario, M. Lackovic, D. Talia, P. Trunfio, "Programming Knowledge Discovery Workflows in Service-Oriented Distributed Systems". Concurrency and Computation: Practice and Experience, vol. 25, n. 10, pp. 1482--1504, Wiley InterScience, July 2013.


  7. E. Cesario, D. Talia, "Distributed Data Mining Patterns and Services: An Architecture and Experiments". Concurrency and Computation: Practice and Experience, vol. 24, n. 15, pp. 1751-1774, Wiley InterScience, 2012.


  8. E. Cesario, D. Talia, "Using Grids for Exploiting the Abundance of Data in Science". Scalable Computing: Practice and Experience, vol. 11, n. 3, pp. 251-262, 2010.


  9. E. Cesario, F. Folino, A. Locane, G. Manco, R. Ortale, "Boosting Text Segmentation via Progressive Classification". Knowledge and Information Systems, vol. 15, n. 3, pp. 285 - 320, Springer London, 2008.


  10. F. Hupfeld, T. Cortes, B. Kolbeck, E. Focht, M. Hess, J. Malo, J. Marti, J. Stender, E. Cesario, "The XtreemFS architecture - a case object-based file systems in Grids". Concurrency and Computation: Practice and Experience, vol. 20, n. 8, pp. 2049-2060, Wiley InterScience, 2008.


  11. F. Angiulli, E. Cesario, C. Pizzuti, "Random Walk Biclustering for Microarray Data". Information Sciences, vol. 178, n. 6, pp. 1479-1497, 2008.


  12. E. Cesario, G. Manco, R. Ortale, "Top-Down Parameter-Free Clustering of High-Dimensional Categorical Data". IEEE Transactions on Knowledge and Data Engineering, vol. 19, n. 12, pp. 1607-1624, 2007.



  13. Book chapters

  14. E. Cesario, C. Mastroianni, D. Talia, "Mining Distributed Data Streams on Content Delivery Networks". In: Advanced Content Delivery, Streaming, and Cloud Services, M. Pathan, K. Sitaraman, D. Robinson (Editors), John Wiley & Sons, Hoboken, NJ, USA, 2014. Note: ISBN: 9781118575215.


  15. E. Cesario, "Data Access". In: Encyclopedia of Systems Biology, W. Dubitzky, O. Wolkenhauer, H. Yokota, K. Cho (Editors), Springer, 2013. Note: ISBN 978-1-4419-9862-0.


  16. E. Cesario, M. Lackovic, D. Talia, P. Trunfio, "A Visual Environment for Designing and Running Data Mining Workflows in the Knowledge Grid". In: Data Mining: Foundations and Intelligent Paradigms, D. Holmes, L. Jain (Editors), Springer, Intelligent Systems Reference Library, vol. 24, pp. 57--75, 2012. Note: ISBN 978-3-642-23240-4.


  17. E. Cesario, N. De Caria, C. Mastroianni, D. Talia, "Distributed Data Mining Using a Public Resource Computing Framework". In: Grids, P2P and Service computing, F. Desprez, V. Getov, T. Priol, R. Yahyapour (Editors), Springer, 2010. Note: ISBN: 978-1-4419-6793-0.


  18. E. Cesario, A. Congiusta, D. Talia, P. Trunfio, "Data Analysis Services in the Knowledge Grid". In: Data Mining Techniques in Grid Computing Environments, W. Dubitzky (Editor), Wiley-Blackwell, pp. 17--36, 2008. Note: ISBN 978-0-470-51258-6.



  19. Papers in conference proceedings

  20. E. Cesario, A. Iannazzo, F. Marozzo, F. Morello, D. Talia, P. Trunfio, "Nubytics: Scalable Cloud Services for Data Analysis and Prediction". 2nd International Forum on Research and Technologies for Society and Industry (RTSI 2016), Bologna, Italy, pp. 1-6, September 2016. Note: ISBN: 978-1-5090-1131-5.


  21. C. Mastroianni, E. Cesario, A. Giordano, "Balancing Speedup and Accuracy in Smart City Parallel Applications". Proc. of Euro-Par 2016: Parallel Processing Workshops, Grenoble, France, Lecture Notes on Computer Science, vol. 10104, pp. 224–235, Springer, August 2016. Note: Best Paper Award at the workshop LSDVE 2016.


  22. E. Cesario, A. Iannazzo, F. Marozzo, F. Morello, G. Riotta, A. Spada, D. Talia, P. Trunfio, "Analyzing Social Media Data to Discover Mobility Patterns at EXPO 2015: Methodology and Results". The 2016 International Conference on High Performance Computing & Simulation (HPCS 2016), Innsbruck, Austria, pp. 230-237, July 2016. Note: ISBN: 978-1-5090-2088-1.


  23. A. Altomare, E. Cesario, C. Mastroianni, "Efficient workload management in geographically distributed data centers leveraging autoregressive models". 2nd International Conference on Numerical Computations: Theory and Algorithms, NUMTA 2016, Pizzo Calabro, Italy, AIP Conference Proceedings, vol. 1776, AIP Publishing, June 2016. Note: ISBN:9780735414389.


  24. E. Cesario, C. Congedo, F. Marozzo, G. Riotta, A. Spada, D. Talia, P. Trunfio, C. Turri, "Following Soccer Fans from Geotagged Tweets at FIFA World Cup 2014". Proc. of the 2nd IEEE Conference on Spatial Data Mining and Geographical Knowledge Services, Fuzhou, China, pp. 33--38, July 2015. Note: ISBN 978-1-4799-7748-2.


  25. A. Altomare, E. Cesario, D. Talia, "Energy-Aware Migration of Virtual Machines Driven by Predictive Data Mining Models". Proceedings of the 23rd Euromicro International Conference on Parallel, Distributed and Network-Based Computing (PDP 2015), Turku, Finland, pp. 549-553, IEEE, 2015.


  26. A. Altomare, E. Cesario, C. Comito, F. Marozzo, D. Talia, "Trajectory Pattern Mining over a Cloud-based Framework for Urban Computing". Proc. of the 16th International Conference on High Performance Computing and Communications (HPCC 2014), Paris, France, pp. 367-374, IEEE, 2014.


  27. E. Cesario, C. Comito, D. Talia, "Towards a Cloud-based framework for Urban Computing. The Trajectory Analysis Case.". Proc. of the 3rd IEEE International Conference on Cloud and Green Computing (CGC 2013), pp. 16-23, IEEE, 2013.


  28. A. Altomare, E. Cesario, C. Comito, F. Marozzo, D. Talia, "Using Clouds for Smart City Applications". Proc. of the 5th IEEE International Conference on Cloud Computing Technology and Science (CloudCom 2013), Bristol, UK, pp. 234-237, IEEE, 2013.


  29. E. Cesario, C. Mastroianni, D. Talia, "Using Mining@home for Distributed Ensemble Learning". Proc. of the 5th International Conference on Data Management in Cloud, Grid and P2P Systems (Globe 2012), Wien, Austria , September 2012.


  30. E. Cesario, D. Talia, "Fault-Tolerant Distributed Knowledge Discovery Services for Grids". Proc. of the Sixth International Conference on Complex, Intelligent, and Software Intensive Systems (CISIS 2012), Palermo, Italy, pp. 1036-1041, IEEE, 2012.


  31. E. Cesario, M. Esposito, G. De Pietro, D. Talia, "A Consistency Checker for Verifying the Knowledge Encoded into Clinical DSSs". In Proc. of the 25th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2012), Rome, Italy, pp. 1-6, IEEE, 2012.


  32. E. Cesario, M. Esposito, "A Knowledge-based Method for Verifying the Reliability of Clinical DSSs". In Proc. of the 8th International Conference on Signal Image Technology and Internet Based Systems (SITIS 2012), Sorrento (NA), Italy, pp. 489-495, IEEE, 2012.


  33. E. Cesario, M. Esposito, G. De Pietro, D. Talia, "Verification of clinical guidelines encoded into knowledge-based DSSs". In Proc. of the 6th IEEE International Conference on Intelligent Systems (IS 2012), Sofia, Bulgaria, pp. 264-269, IEEE, 2012.


  34. E. Cesario, A. Grillo, C. Mastroianni, D. Talia, "A Sketch-based Architecture for Mining Frequent Items and Itemsets from Distributed Data Streams". Proc. of the 11th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2011), Newport Beach, CA, USA, pp. 245-253, May 2011.


  35. E. Cesario, D. Talia, "A Failure Handling Framework for Distributed Data Mining Services on the Grid". Proceedings of the 19th Euromicro International Conference on Parallel, Distributed and Network-Based Computing (PDP 2011), Ayia Napa, Cyprus, pp. 70-79, IEEE Computer Society Press, February 2011. Note: ISBN 978-0-7695-4328-4.


  36. E. Cesario, M. Lackovic, D. Talia, P. Trunfio, "Service-Oriented Data Analysis in Distributed Computing Systems". Post-Proc. of the High Performance Computing Workshop 2010, Cetraro, Italy, Advances in Parallel Computing, vol. 20, pp. 225--245, IOS Press, 2011. Note: ISBN 978-1-60750-802-1.


  37. E. Cesario, D. Talia, "Distributed Data Mining Models as Services on the Grid". Proc. of 10th International Workshop on High Performance Data Mining (HPDM 2008), in conjunction with ICDM'08, Pisa, Italy, IEEE Computer Society Press, December 2008.


  38. J. Stender, B. Kolbeck, F. Hupfeld, E. Cesario, E. Focht, M. Hess, J. Malo, J. Marti, "Striping without Sacrifices: Maintaining POSIX Semantics in a Parallel File System". Proc. of the 1st USENIX Workshop on Large-Scale Computing (LASCO '08), Boston, June 2008.


  39. F. Hupfeld, T. Cortes, B. Kolbeck, E. Focht, M. Hess, J. Malo, J. Marti, J. Stender, E. Cesario, "XtreemFS: a case for object-based storage in Grid data management". Proc. of the 3rd VLDB Workshop on Data Management in Grids - co-located with the 33th International Conference on Very Large Data Bases (VLDB Workshop'07), September 2007.


  40. E. Cesario, T. Cortes, E. Focht, M. Hess, F. Hupfeld, B. Kolbeck, J. Malo, J. Marti, J. Stender, "XtreemFS - an object-based file system for large scale federated IT infrastructures". Proc. of the Linux Tag 2007 , May 2007.


  41. E. Cesario, D. Talia, "From Parallel Data Mining to Grid enabled Distributed Knowledge Discovery". Proc. of the 18th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing (RSFDGrC'07), Toronto, Canada, LNAI, vol. 4482, pp. 25--36, Springer, May 2007. Note: ISBN 3-540-72529-6.


  42. F. Angiulli, E. Cesario, C. Pizzuti, "A Greedy Search Approach to Co-Clustering Sparse Binary Matrices". Proc. of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), Washington D.C., U.S.A., November 2006.


  43. E. Cesario, G. Manco, R. Ortale, "Top-Down Parameter-Free Clustering of High-Dimensional Categorical Data". Proc. of the 14th Italian Symposium on Advanced Database Systems (SEBD 2006), Portonovo (Ancona), Italy, June 2006. Note: ISBN 88-6068-018-2.


  44. E. Cesario, F. Folino, G. Manco, L. Pontieri, "An Incremental Clustering Scheme for Duplicate Detection in Large Databases". Proc. of 9th International Database Engineering and Application Symposium (IDEAS 2005), Montreal. Canada, pp. 89--95, IEEE Computer Society, July 2005. Note: ISBN 0-7695-2404-4.


  45. E. Cesario, F. Folino, A. Locane, G. Manco, R. Ortale, "RecBoost: A Supervised Approach to Automatic Text Segmentation". Proc. of 13th Italian Symposium on Advanced Database Systems (SEBD 2005), Bressanone (Bolzano), Italy, June 2005. Note: ISBN 88-548-0122-4.


  46. E. Cesario, F. Folino, R. Ortale, "Multi-Channel Personalization for Internet Banking". Proc. of 15th International Conference on Database and Expert Systems Applications (DEXA 2004), Zaragoza, Spain, LNCS, vol. 3180, pp. 947--956, Springer-Verlag, August 2004. Note: ISBN 3-540-22936-0.


  47. E. Cesario, F. Folino, G. Manco, D. Saccà, R. Ortale, A. Tagarelli, "An Adaptative System for on-line Bank Services based on Web Mining". Proc. of the Italian Conference AICA 2003, Trento, Italy, September 2003.



  48. Other publications and technical reports

  49. E. Cesario, N. De Caria, C. Mastroianni, D. Talia, "Distributed Data Mining using a Public Resource Computing Framework". Tech. Rep. TR-0181, CoreGRID Network of Excellence - Research Topics: Data & Knowledge Management, Self-* and adaptive mechanisms, July 2009.


  50. E. Cesario, A. Congiusta, D. Talia, P. Trunfio, "Designing data analysis services in the Knowledge Grid". Tech. Rep. TR-0118, Institute on Knowledge and Data Management, CoreGRID - Network of Excellence, November 2007.