Publications @Article{2020CatCesTalVinPMC, AUTHOR = {Catlett, Charlie and Cesario, Eugenio and Talia, Domenico and Vinci, Andrea}, TITLE = {Spatio-temporal crime predictions in smart cities: A data-driven approach and experiments}, YEAR = {2019}, BOOKTITLE = {Pervasive and Mobile Computing}, VOLUME = {53}, PAGES = {62-74}, PUBLISHER = {Elsevier}, URL = {https://www.sciencedirect.com/science/article/abs/pii/S157411921830542X?via%3Dihub}, PDF = {http://scalab.dimes.unical.it/pubadmin/../papers/pdf/2019-PMC-v2.pdf}, KEYWORDS = {Big data, Urban Computing} } @Article{AltCesVin2019, AUTHOR = {Altomare, Albino and Cesario, Eugenio and Vinci, Andrea}, TITLE = {Data analytics for energy-efficient clouds: design, implementation and evaluation}, YEAR = {2019}, JOURNAL = {International Journal on Parallel, Emergent and Distributed Systems}, VOLUME = {34}, NUMBER = {6}, PAGES = {690-705}, URL = {https://www.tandfonline.com/doi/full/10.1080/17445760.2018.1448931}, PDF = {http://scalab.dimes.unical.it/pubadmin/../papers/pdf/2019-IJPEDS.pdf}, KEYWORDS = {Big data} } @InProceedings{CesVinICNSC2019, AUTHOR = {Cesario, Eugenio and Vinci, Andrea}, TITLE = {A Comparative Analysis of Classification and Regression Models for Energy-Efficient Clouds}, YEAR = {2019}, BOOKTITLE = {16th IEEE International Conference on Networking, Sensing and Control, ICNSC 2019}, PAGES = {385-390}, PUBLISHER = {IEEE} } @InProceedings{CesVinZhuNUMTA2019, AUTHOR = {Cesario, Eugenio and Vinci, Andrea and Zhu, Xiaotian}, TITLE = {Hierarchical Clustering of Spatial Urban Data}, YEAR = {2019}, BOOKTITLE = {Numerical Computations: Theory and Algorithms - Third International Conference, NUMTA 2019}, VOLUME = {11973 }, PAGES = {223-231}, PUBLISHER = {Springer}, URL = {https://doi.org/10.1007/978-3-030-39081-5_20} } @InProceedings{LSDVE18, AUTHOR = {Cesario, Eugenio and Cicirelli, Franco and Mastroianni, Carlo}, TITLE = {Distributed computation of mobility patterns in a smart city environment}, YEAR = {2018}, MONTH = {December}, BOOKTITLE = {Euro-Par 2018: Parallel Processing Workshops.}, VOLUME = {11339}, PAGES = {559-572}, SERIES = {Lecture Notes in Computer Science}, PUBLISHER = {Springer}, URL = {https://biblioproxy.cnr.it:2481/10.1007/978-3-030-10549-5_44}, PDF = {http://scalab.dimes.unical.it/pubadmin/../papers/pdf/2018EuroparDistributedComputationMobilityPatterns.pdf} } @Article{SmartCity2017, AUTHOR = {Mastroianni, Carlo and Cesario, Eugenio and Giordano, Andrea}, TITLE = {Efficient and Scalable Execution of Smart City Parallel Applications}, YEAR = {2018}, MONTH = {October}, JOURNAL = {Concurrency and Computation: Practice and Experience}, VOLUME = {30}, NUMBER = {20}, URL = {http://dx.doi.org/10.1002/cpe.4258}, PDF = {http://scalab.dimes.unical.it/pubadmin/../papers/pdf/SmartCityParallelApplications2018.pdf} } @InProceedings{CatCesTalVinSmartComp2018, AUTHOR = {Catlett, Charlie and Cesario, Eugenio and Talia, Domenico and Vinci, Andrea}, TITLE = {A Data-Driven Approach for Spatio-Temporal Crime Predictions in Smart Cities}, YEAR = {2018}, BOOKTITLE = {2018 IEEE International Conference on Smart Computing, SMARTCOMP 2018}, PAGES = {17-24}, PUBLISHER = {IEEE} } @Article{SMA4TD-OSNEM-2017, AUTHOR = {Cesario, Eugenio and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {SMA4TD: A Social Media Analysis Methodology for Trajectory Discovery in Large-Scale Events}, YEAR = {2017}, MONTH = {October}, JOURNAL = {Online Social Networks and Media}, VOLUME = {3-4}, PAGES = {49-62}, KEYWORDS = {Big data, Cloud} } @Article{2017-Traj-TPDS, AUTHOR = {Altomare, Albino and Cesario, Eugenio and Comito, Carmela and Marozzo, Fabrizio and Talia, Domenico}, TITLE = {Trajectory Pattern Mining for Urban Computing in the Cloud}, YEAR = {2017}, JOURNAL = {IEEE Transactions on Parallel and Distributed Systems}, VOLUME = {28}, NUMBER = {2}, PAGES = {586-599}, NOTE = {ISSN:1045-9219}, KEYWORDS = {Big data, Cloud, Trajectory pattern mining, Urban Computing} } @Article{AltCesTal-JAIHC2017, AUTHOR = {Altomare, Albino and Cesario, Eugenio and Talia, Domenico}, TITLE = {Mining frequent items and itemsets from distributed data streams for emergency detection and management}, YEAR = {2017}, JOURNAL = {Journal of Ambient Intelligence and Humanized Computing}, VOLUME = {8}, NUMBER = {1}, PAGES = {47-55}, URL = {http://link.springer.com/article/10.1007/s12652-016-0344-9}, KEYWORDS = {Big data, Distributed Data Mining} } @Article{CesComTalPMC2017, AUTHOR = {Cesario, Eugenio and Comito, Carmela and Talia, Domenico}, TITLE = {An Approach for the Discovery and Validation of Urban Mobility Patterns}, YEAR = {2017}, JOURNAL = {Pervasive and Mobile Computing}, VOLUME = {42}, PAGES = {77-92} } @InProceedings{AltCesCCGRID2017, AUTHOR = {Altomare, Albino and Cesario, Eugenio}, TITLE = {A Data-driven Approach based on Auto-Regressive Models for Energy-Efficient Clouds}, YEAR = {2017}, BOOKTITLE = {17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017}, PAGES = {1062-1069}, PUBLISHER = {IEEE Computer Society / ACM} } @InProceedings{AltCesPDP2017, AUTHOR = {Altomare, Albino and Cesario, Eugenio}, TITLE = {A Comparative Analysis of Data-Driven Consolidation Policies for Energy-Efficient Clouds}, YEAR = {2017}, BOOKTITLE = {25th Euromicro International Conference on Parallel, Distributed and Network-based Processing, PDP 2017}, PAGES = {535-538}, PUBLISHER = {IEEE} } @InProceedings{Nubytics-RTSI2016, AUTHOR = {Cesario, Eugenio and Iannazzo, Andrea Raffaele and Marozzo, Fabrizio and Morello, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Nubytics: Scalable Cloud Services for Data Analysis and Prediction}, YEAR = {2016}, MONTH = {7-9 September}, BOOKTITLE = {2nd International Forum on Research and Technologies for Society and Industry (RTSI 2016)}, PAGES = {1-6}, ADDRESS = {Bologna, Italy}, NOTE = {ISBN: 978-1-5090-1131-5}, KEYWORDS = {Big data, Software-as-a-Service} } @InProceedings{SmartCity2016, AUTHOR = {Mastroianni, Carlo and Cesario, Eugenio and Giordano, Andrea}, TITLE = {Balancing Speedup and Accuracy in Smart City Parallel Applications}, YEAR = {2016}, MONTH = {August}, BOOKTITLE = {Proc. of Euro-Par 2016: Parallel Processing Workshops}, VOLUME = {10104}, PAGES = {224–235}, SERIES = {Lecture Notes on Computer Science}, ADDRESS = {Grenoble, France}, PUBLISHER = {Springer}, URL = {http://dx.doi.org/10.1007/978-3-319-58943-5_18}, PDF = {http://gridlab.dimes.unical.it/pubadmin/../papers/pdf/SmartCity-Europar2016.pdf}, NOTE = {Best Paper Award at the workshop LSDVE 2016} } @InProceedings{EXPO-HPCS-2016, AUTHOR = {Cesario, Eugenio and Iannazzo, Andrea Raffaele and Marozzo, Fabrizio and Morello, Fabrizio and Riotta, Gianni and Spada, Alessandra and Talia, Domenico and Trunfio, Paolo}, TITLE = {Analyzing Social Media Data to Discover Mobility Patterns at EXPO 2015: Methodology and Results}, YEAR = {2016}, MONTH = {18-22 July}, BOOKTITLE = {The 2016 International Conference on High Performance Computing & Simulation (HPCS 2016)}, PAGES = {230-237}, ADDRESS = {Innsbruck, Austria}, NOTE = {ISBN: 978-1-5090-2088-1}, KEYWORDS = {Data analysis, Software-as-a-Service, Trajectory pattern mining} } @InProceedings{AltCesMas2016, AUTHOR = {Altomare, Albino and Cesario, Eugenio and Mastroianni, Carlo}, TITLE = {Efficient workload management in geographically distributed data centers leveraging autoregressive models}, YEAR = {2016}, MONTH = {June}, BOOKTITLE = {2nd International Conference on Numerical Computations: Theory and Algorithms, NUMTA 2016}, VOLUME = {1776}, SERIES = {AIP Conference Proceedings}, ADDRESS = {Pizzo Calabro, Italy}, PUBLISHER = {AIP Publishing}, URL = {http://dx.doi.org/10.1063/1.4965361}, PDF = {http://gridlab.dimes.unical.it/pubadmin/../papers/pdf/EfficientWorkloadManagement.pdf}, NOTE = {ISBN:9780735414389} } @Article{EnsembleLearning15, AUTHOR = {Cesario, Eugenio and Mastroianni, Carlo and Talia, Domenico}, TITLE = {Distributed Volunteer Computing for Solving Ensemble Learning Problems}, YEAR = {2016}, MONTH = {January}, JOURNAL = {Future Generation Computer Systems}, VOLUME = {54}, PAGES = {68-78}, URL = {http://dx.doi.org/10.1016/j.future.2015.07.010}, PDF = {http://gridlab.dimes.unical.it/pubadmin/../papers/pdf/DistributedVolunteerComputing.pdf} } @InProceedings{ICSDM2015, AUTHOR = {Cesario, Eugenio and Congedo, Chiara and Marozzo, Fabrizio and Riotta, Gianni and Spada, Alessandra and Talia, Domenico and Trunfio, Paolo and Turri, Carlo}, TITLE = {Following Soccer Fans from Geotagged Tweets at FIFA World Cup 2014}, YEAR = {2015}, MONTH = {July}, BOOKTITLE = {Proc. of the 2nd IEEE Conference on Spatial Data Mining and Geographical Knowledge Services}, PAGES = {33--38}, ADDRESS = {Fuzhou, China}, NOTE = {ISBN 978-1-4799-7748-2} } @InProceedings{AltCesTalPDP2015, AUTHOR = {Altomare, Albino and Cesario, Eugenio and Talia, Domenico}, TITLE = {Energy-Aware Migration of Virtual Machines Driven by Predictive Data Mining Models}, YEAR = {2015}, BOOKTITLE = {Proceedings of the 23rd Euromicro International Conference on Parallel, Distributed and Network-Based Computing (PDP 2015)}, PAGES = {549-553}, ADDRESS = {Turku, Finland}, PUBLISHER = {IEEE}, KEYWORDS = {Cloud computing, Distributed Data Mining, Energy efficiency} } @InCollection{CDN-Cloud-2014, AUTHOR = {Cesario, Eugenio and Mastroianni, Carlo and Talia, Domenico}, TITLE = {Mining Distributed Data Streams on Content Delivery Networks}, YEAR = {2014}, MONTH = {October}, BOOKTITLE = {Advanced Content Delivery, Streaming, and Cloud Services}, EDITOR = {Pathan, Mukaddim and Sitaraman, K. and Robinson, D.}, ADDRESS = {Hoboken, NJ, USA}, PUBLISHER = {John Wiley & Sons}, URL = {http://onlinelibrary.wiley.com/doi/10.1002/9781118909690.ch14/summary}, PDF = {http://gridlab.dimes.unical.it/pubadmin/../papers/pdf/MiningDistributedDataStreamsOnCDNs.pdf}, NOTE = {ISBN: 9781118575215} } @InProceedings{HPCC2014, AUTHOR = {Altomare, Albino and Cesario, Eugenio and Comito, Carmela and Marozzo, Fabrizio and Talia, Domenico}, TITLE = {Trajectory Pattern Mining over a Cloud-based Framework for Urban Computing}, YEAR = {2014}, MONTH = {20-22 August}, BOOKTITLE = {Proc. of the 16th International Conference on High Performance Computing and Communications (HPCC 2014)}, PAGES = {367-374}, ADDRESS = {Paris, France}, PUBLISHER = {IEEE}, PDF = {http://gridlab.dimes.unical.it/pubadmin/../papers/pdf/TrajectoryPatternMining-HPCC14.pdf}, NOTE = {ISBN 978-1-4799-6123-8} } @Article{CesMasTalJGC2013, AUTHOR = {Cesario, Eugenio and Mastroianni, Carlo and Talia, Domenico}, TITLE = {A Multi-Domain Architecture for Mining Frequent Items and Itemsets from Distributed Data Streams}, YEAR = {2014}, MONTH = {March}, JOURNAL = {Journal of Grid Computing}, VOLUME = {12}, NUMBER = {1}, PAGES = {153-168}, URL = {http://dx.doi.org/10.1007/s10723-013-9277-0}, PDF = {http://gridlab.dimes.unical.it/pubadmin/../papers/pdf/MiningDistributedDataStreams-JGC2014.pdf} } @Article{CesLacTalTruCCPE13, AUTHOR = {Cesario, Eugenio and Lackovic, Marco and Talia, Domenico and Trunfio, Paolo}, TITLE = {Programming Knowledge Discovery Workflows in Service-Oriented Distributed Systems}, YEAR = {2013}, MONTH = {July}, JOURNAL = {Concurrency and Computation: Practice and Experience}, VOLUME = {25}, NUMBER = {10}, PAGES = {1482--1504}, PUBLISHER = {Wiley InterScience}, KEYWORDS = {Knowledge Grid} } @InProceedings{CesComTalCGC2013, AUTHOR = {Cesario, Eugenio and Comito, Carmela and Talia, Domenico}, TITLE = {Towards a Cloud-based framework for Urban Computing. The Trajectory Analysis Case.}, YEAR = {2013}, BOOKTITLE = {Proc. of the 3rd IEEE International Conference on Cloud and Green Computing (CGC 2013)}, PAGES = {16-23}, PUBLISHER = {IEEE} } @InProceedings{AltCesComMarTalCloudCom2013, AUTHOR = {Altomare, Albino and Cesario, Eugenio and Comito, Carmela and Marozzo, Fabrizio and Talia, Domenico}, TITLE = {Using Clouds for Smart City Applications}, YEAR = {2013}, BOOKTITLE = {Proc. of the 5th IEEE International Conference on Cloud Computing Technology and Science (CloudCom 2013)}, PAGES = {234-237}, ADDRESS = {Bristol, UK}, PUBLISHER = {IEEE}, PDF = {http://gridlab.dimes.unical.it/pubadmin/../papers/pdf/UsingClouds forSmartCityApplications.pdf} } @InCollection{Ces2013, AUTHOR = {Cesario, Eugenio}, TITLE = {Data Access}, YEAR = {2013}, BOOKTITLE = {Encyclopedia of Systems Biology}, EDITOR = {Dubitzky, Werner and Wolkenhauer, Olaf and Yokota, Hiroki and Cho, Kwang Hyun}, PUBLISHER = {Springer}, NOTE = {ISBN 978-1-4419-9862-0} } @InProceedings{Globe2012, AUTHOR = {Cesario, Eugenio and Mastroianni, Carlo and Talia, Domenico}, TITLE = {Using Mining@home for Distributed Ensemble Learning}, YEAR = {2012}, MONTH = {September}, BOOKTITLE = {Proc. of the 5th International Conference on Data Management in Cloud, Grid and P2P Systems (Globe 2012)}, ADDRESS = {Wien, Austria }, URL = {http://dx.doi.org/10.1007/978-3-642-32344-7_9}, PDF = {http://gridlab.dimes.unical.it/pubadmin/../papers/pdf/UsingMining@HomeForDistributedEnsembleLearning.pdf} } @InCollection{CesLacTalDMFIP12, AUTHOR = {Cesario, Eugenio and Lackovic, Marco and Talia, Domenico and Trunfio, Paolo}, TITLE = {A Visual Environment for Designing and Running Data Mining Workflows in the Knowledge Grid}, YEAR = {2012}, BOOKTITLE = {Data Mining: Foundations and Intelligent Paradigms}, VOLUME = {24}, PAGES = {57--75}, EDITOR = {Holmes, D.E. and Jain, L.C.}, SERIES = {Intelligent Systems Reference Library}, PUBLISHER = {Springer}, NOTE = {ISBN 978-3-642-23240-4}, KEYWORDS = {Knowledge Grid, Workflow} } @Article{CesTalCCPE2012, AUTHOR = {Cesario, Eugenio and Talia, Domenico}, TITLE = {Distributed Data Mining Patterns and Services: An Architecture and Experiments}, YEAR = {2012}, JOURNAL = {Concurrency and Computation: Practice and Experience}, VOLUME = {24}, NUMBER = {15}, PAGES = {1751-1774}, PUBLISHER = {Wiley InterScience}, URL = {http://onlinelibrary.wiley.com/doi/10.1002/cpe.1877/abstract} } @InProceedings{CISIS 2012, AUTHOR = {Cesario, Eugenio and Talia, Domenico}, TITLE = {Fault-Tolerant Distributed Knowledge Discovery Services for Grids}, YEAR = {2012}, BOOKTITLE = {Proc. of the Sixth International Conference on Complex, Intelligent, and Software Intensive Systems (CISIS 2012)}, PAGES = {1036-1041}, ADDRESS = {Palermo, Italy}, PUBLISHER = {IEEE}, KEYWORDS = {Fault Tolerance, Grid} } @InProceedings{ , AUTHOR = {Cesario, Eugenio and Esposito, Massimo and De Pietro, Giuseppe and Talia, Domenico}, TITLE = {A Consistency Checker for Verifying the Knowledge Encoded into Clinical DSSs}, YEAR = {2012}, BOOKTITLE = {In Proc. of the 25th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2012)}, PAGES = {1-6}, ADDRESS = {Rome, Italy}, PUBLISHER = {IEEE} } @InProceedings{SITIS2012, AUTHOR = {Cesario, Eugenio and Esposito, Massimo}, TITLE = {A Knowledge-based Method for Verifying the Reliability of Clinical DSSs}, YEAR = {2012}, BOOKTITLE = {In Proc. of the 8th International Conference on Signal Image Technology and Internet Based Systems (SITIS 2012)}, PAGES = {489-495}, ADDRESS = {Sorrento (NA), Italy}, PUBLISHER = {IEEE} } @InProceedings{ IS 2012, AUTHOR = {Cesario, Eugenio and Esposito, Massimo and De Pietro, Giuseppe and Talia, Domenico}, TITLE = {Verification of clinical guidelines encoded into knowledge-based DSSs}, YEAR = {2012}, BOOKTITLE = {In Proc. of the 6th IEEE International Conference on Intelligent Systems (IS 2012)}, PAGES = {264-269}, ADDRESS = {Sofia, Bulgaria}, PUBLISHER = {IEEE}, URL = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?reload=true&arnumber=6335146} } @InProceedings{CCGrid2011, AUTHOR = {Cesario, Eugenio and Grillo, Antonio and Mastroianni, Carlo and Talia, Domenico}, TITLE = {A Sketch-based Architecture for Mining Frequent Items and Itemsets from Distributed Data Streams}, YEAR = {2011}, MONTH = {May}, BOOKTITLE = {Proc. of the 11th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2011)}, PAGES = {245-253}, ADDRESS = {Newport Beach, CA, USA}, URL = {http://www.ics.uci.edu/~ccgrid11/index.html}, PDF = {http://gridlab.dimes.unical.it/papers/pdf/DistributedStreamMiningCCGrid2011.pdf} } @InProceedings{CesTalPDP11, AUTHOR = {Cesario, Eugenio and Talia, Domenico}, TITLE = {A Failure Handling Framework for Distributed Data Mining Services on the Grid}, YEAR = {2011}, MONTH = {9-11 February}, BOOKTITLE = {Proceedings of the 19th Euromicro International Conference on Parallel, Distributed and Network-Based Computing (PDP 2011)}, PAGES = {70-79}, ADDRESS = {Ayia Napa, Cyprus}, PUBLISHER = {IEEE Computer Society Press}, NOTE = {ISBN 978-0-7695-4328-4} } @InProceedings{CesLacTalTruHPC10, AUTHOR = {Cesario, Eugenio and Lackovic, Marco and Talia, Domenico and Trunfio, Paolo}, TITLE = {Service-Oriented Data Analysis in Distributed Computing Systems}, YEAR = {2011}, BOOKTITLE = {Post-Proc. of the High Performance Computing Workshop 2010}, VOLUME = {20}, PAGES = {225--245}, EDITOR = {Foster, Ian and Gentzsch, Wolfgang and Grandinetti, Lucio and Joubert, Gerhard R.}, SERIES = {Advances in Parallel Computing}, ADDRESS = {Cetraro, Italy}, PUBLISHER = {IOS Press}, URL = {http://dx.doi.org/10.3233/978-1-60750-803-8-225}, NOTE = {ISBN 978-1-60750-802-1}, KEYWORDS = {Knowledge Grid} } @InCollection{CesDecEuropar09, AUTHOR = {Cesario, Eugenio and De Caria, Nicola and Mastroianni, Carlo and Talia, Domenico}, TITLE = {Distributed Data Mining Using a Public Resource Computing Framework}, YEAR = {2010}, MONTH = {August}, BOOKTITLE = {Grids, P2P and Service computing}, EDITOR = {Desprez, Frederic and Getov, Vladimir and Priol, Thierry and Yahyapour, Ramin}, PUBLISHER = {Springer}, URL = {http://www.springerlink.com/content/978-1-4419-6794-7#section=740895}, PDF = {http://gridlab.dimes.unical.it/papers/pdf/http://www.springerlink.com/content/978-1-4419-6794-7#section=740895}, NOTE = {ISBN: 978-1-4419-6793-0}, KEYWORDS = {Data Caching, Distributed Data Mining, P2P, Public Resource Computing} } @Article{CesTalISCPE10, AUTHOR = {Cesario, Eugenio and Talia, Domenico}, TITLE = {Using Grids for Exploiting the Abundance of Data in Science}, YEAR = {2010}, JOURNAL = {Scalable Computing: Practice and Experience}, VOLUME = {11}, NUMBER = {3}, PAGES = {251-262}, KEYWORDS = {Distributed Data Mining, Knolwedge Management} } @TechReport{CesDecMasCoreGrid2009, AUTHOR = {Cesario, Eugenio and De Caria, Nicola and Mastroianni, Carlo and Talia, Domenico}, TITLE = {Distributed Data Mining using a Public Resource Computing Framework}, YEAR = {2009}, MONTH = {23 July}, NUMBER = {TR-0181}, INSTITUTION = {CoreGRID Network of Excellence - Research Topics: Data & Knowledge Management, Self-* and adaptive mechanisms}, URL = {http://www.coregrid.net/mambo/content/view/789/1/}, KEYWORDS = {Knowledge Management, Peer-to-Peer} } @InProceedings{CesTalHPDM08, AUTHOR = {Cesario, Eugenio and Talia, Domenico}, TITLE = {Distributed Data Mining Models as Services on the Grid}, YEAR = {2008}, MONTH = {15 December}, BOOKTITLE = {Proc. of 10th International Workshop on High Performance Data Mining (HPDM 2008), in conjunction with ICDM'08}, ADDRESS = {Pisa, Italy}, PUBLISHER = {IEEE Computer Society Press}, KEYWORDS = {Distributed Data Mining, Grid} } @InCollection{CesConTalDMTGCE08, AUTHOR = {Cesario, Eugenio and Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Data Analysis Services in the Knowledge Grid}, YEAR = {2008}, MONTH = {November}, BOOKTITLE = {Data Mining Techniques in Grid Computing Environments}, PAGES = {17--36}, EDITOR = {Dubitzky, Werner}, PUBLISHER = {Wiley-Blackwell}, NOTE = {ISBN 978-0-470-51258-6}, KEYWORDS = {Grid, Knowledge Grid} } @InProceedings{SteKolHupLASCO2008, AUTHOR = {Stender, Jan and Kolbeck, Bjorn and Hupfeld, Felix and Cesario, Eugenio and Focht, Erich and Hess, Matthias and Malo, Jesus and Marti, Jonathan}, TITLE = {Striping without Sacrifices: Maintaining POSIX Semantics in a Parallel File System}, YEAR = {2008}, MONTH = {June}, BOOKTITLE = {Proc. of the 1st USENIX Workshop on Large-Scale Computing (LASCO '08)}, ADDRESS = {Boston}, KEYWORDS = {Object-based File System} } @Article{CesFolLocKAIS07, AUTHOR = {Cesario, Eugenio and Folino, Francesco and Locane, Antonio and Manco, Giuseppe and Ortale, Riccardo}, TITLE = {Boosting Text Segmentation via Progressive Classification}, YEAR = {2008}, JOURNAL = {Knowledge and Information Systems}, VOLUME = {15}, NUMBER = {3}, PAGES = {285 - 320}, PUBLISHER = {Springer London}, KEYWORDS = {Schema Reconciliation, Text Segmentation} } @Article{HupCorFocCCPE08, AUTHOR = {Hupfeld, Felix and Cortes, Toni and Kolbeck, Bjorn and Focht, Erich and Hess, Matthias and Malo, Jesus and Marti, Jonathan and Stender, Jan and Cesario, Eugenio}, TITLE = {The XtreemFS architecture - a case object-based file systems in Grids}, YEAR = {2008}, JOURNAL = {Concurrency and Computation: Practice and Experience}, VOLUME = {20}, NUMBER = {8}, PAGES = {2049-2060}, PUBLISHER = {Wiley InterScience}, KEYWORDS = {Object-based File System} } @Article{AngCesPizINS08, AUTHOR = {Angiulli, Fabrizio and Cesario, Eugenio and Pizzuti, Clara}, TITLE = {Random Walk Biclustering for Microarray Data}, YEAR = {2008}, JOURNAL = {Information Sciences}, VOLUME = {178}, NUMBER = {6}, PAGES = {1479-1497}, KEYWORDS = {Clustering, Text Mining} } @TechReport{coregrid:tr0118, AUTHOR = {Cesario, Eugenio and Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Designing data analysis services in the Knowledge Grid}, YEAR = {2007}, MONTH = {November}, NUMBER = {TR-0118}, INSTITUTION = {Institute on Knowledge and Data Management, CoreGRID - Network of Excellence}, URL = {http://coregrid.ercim.eu/mambo/images/stories/TechnicalReports/tr-0118.pdf } } @InProceedings{HupCorFocVLDBWORKSHOP07, AUTHOR = {Hupfeld, Felix and Cortes, Toni and Kolbeck, Bjorn and Focht, Erich and Hess, Matthias and Malo, Jesus and Marti, Jonathan and Stender, Jan and Cesario, Eugenio}, TITLE = {XtreemFS: a case for object-based storage in Grid data management}, YEAR = {2007}, MONTH = {23-27 September}, BOOKTITLE = {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)}, KEYWORDS = {Object-based File System} } @InProceedings{CesCorFocLINUXTAG07, AUTHOR = {Cesario, Eugenio and Cortes, Toni and Focht, Erich and Hess, Matthias and Hupfeld, Felix and Kolbeck, Bjorn and Malo, Jesus and Marti, Jonathan and Stender, Jan}, TITLE = {XtreemFS - an object-based file system for large scale federated IT infrastructures}, YEAR = {2007}, MONTH = {30 May - 2 June}, BOOKTITLE = {Proc. of the Linux Tag 2007 }, KEYWORDS = {Object-based File System} } @InProceedings{CesTalJRS07, AUTHOR = {Cesario, Eugenio and Talia, Domenico}, TITLE = {From Parallel Data Mining to Grid enabled Distributed Knowledge Discovery}, YEAR = {2007}, MONTH = {14-16 May}, BOOKTITLE = {Proc. of the 18th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing (RSFDGrC'07)}, VOLUME = {4482}, PAGES = {25--36}, SERIES = {LNAI}, ADDRESS = {Toronto, Canada}, PUBLISHER = {Springer}, NOTE = {ISBN 3-540-72529-6}, KEYWORDS = {Distributed Data Mining, Grid, Parallel Data Mining, Rough Set} } @Article{CesManOrtTKDE07, AUTHOR = {Cesario, Eugenio and Manco, Giuseppe and Ortale, Riccardo}, TITLE = {Top-Down Parameter-Free Clustering of High-Dimensional Categorical Data}, YEAR = {2007}, JOURNAL = {IEEE Transactions on Knowledge and Data Engineering}, VOLUME = {19}, NUMBER = {12}, PAGES = {1607-1624}, KEYWORDS = {Categorical Data, Clustering} } @InProceedings{AngCesPizICTAI06, AUTHOR = {Angiulli, Fabrizio and Cesario, Eugenio and Pizzuti, Clara}, TITLE = {A Greedy Search Approach to Co-Clustering Sparse Binary Matrices}, YEAR = {2006}, MONTH = {November}, BOOKTITLE = {Proc. of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006)}, ADDRESS = {Washington D.C., U.S.A.}, KEYWORDS = {Categorical Data, Clustering} } @InProceedings{CesManOrtSEBD06, AUTHOR = {Cesario, Eugenio and Manco, Giuseppe and Ortale, Riccardo}, TITLE = {Top-Down Parameter-Free Clustering of High-Dimensional Categorical Data}, YEAR = {2006}, MONTH = {June}, BOOKTITLE = {Proc. of the 14th Italian Symposium on Advanced Database Systems (SEBD 2006)}, ADDRESS = {Portonovo (Ancona), Italy}, NOTE = {ISBN 88-6068-018-2}, KEYWORDS = {Categorical Data, Clustering} } @InProceedings{CesFolManPonIDEAS05, AUTHOR = {Cesario, Eugenio and Folino, Francesco and Manco, Giuseppe and Pontieri, L.}, TITLE = {An Incremental Clustering Scheme for Duplicate Detection in Large Databases}, YEAR = {2005}, MONTH = {July}, BOOKTITLE = {Proc. of 9th International Database Engineering and Application Symposium (IDEAS 2005)}, PAGES = {89--95}, ADDRESS = {Montreal. Canada}, PUBLISHER = {IEEE Computer Society}, URL = {http://dx.doi.org/10.1109/IDEAS.2005.10}, NOTE = {ISBN 0-7695-2404-4}, KEYWORDS = {Clustering, Data Reconciliation, Duplicate Detection} } @InProceedings{CesFolLocManOrtSEBD06, AUTHOR = {Cesario, Eugenio and Folino, Francesco and Locane, Antonio and Manco, Giuseppe and Ortale, Riccardo}, TITLE = {RecBoost: A Supervised Approach to Automatic Text Segmentation}, YEAR = {2005}, MONTH = {June}, BOOKTITLE = {Proc. of 13th Italian Symposium on Advanced Database Systems (SEBD 2005)}, ADDRESS = {Bressanone (Bolzano), Italy}, NOTE = {ISBN 88-548-0122-4}, KEYWORDS = {Clustering, Text Mining} } @InProceedings{CesFolOrtDEXA04, AUTHOR = {Cesario, Eugenio and Folino, Francesco and Ortale, Riccardo}, TITLE = {Multi-Channel Personalization for Internet Banking}, YEAR = {2004}, MONTH = {August}, BOOKTITLE = {Proc. of 15th International Conference on Database and Expert Systems Applications (DEXA 2004)}, VOLUME = {3180}, PAGES = {947--956}, SERIES = {LNCS}, ADDRESS = {Zaragoza, Spain}, PUBLISHER = {Springer-Verlag}, URL = {http://www.springerlink.com/content/p7a157l52h23ew44}, NOTE = {ISBN 3-540-22936-0}, KEYWORDS = {Clustering, Web Personalization} } @InProceedings{CesFolManAICA03, AUTHOR = {Cesario, Eugenio and Folino, Francesco and Manco, Giuseppe and Saccà, Domenico and Ortale, Riccardo and Tagarelli, Andrea}, TITLE = {An Adaptative System for on-line Bank Services based on Web Mining}, YEAR = {2003}, MONTH = {September}, BOOKTITLE = {Proc. of the Italian Conference AICA 2003}, ADDRESS = {Trento, Italy}, KEYWORDS = {Clustering, Web Personalization} }