Publications @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} } @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} } @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} } @Article{TalTruCACM10, AUTHOR = {Talia, Domenico and Trunfio, Paolo}, TITLE = {How Distributed Data Mining Tasks can Thrive as Knowledge Services}, YEAR = {2010}, MONTH = {July}, JOURNAL = {Communications of the ACM}, VOLUME = {53}, NUMBER = {7}, PAGES = {132--137}, KEYWORDS = {Distributed Data Mining, Knowledge Grid, Weka4WS} } @InCollection{TalTruNGDM08, AUTHOR = {Talia, Domenico and Trunfio, Paolo}, TITLE = {Service-Oriented Architectures for Distributed and Mobile Knowledge Discovery}, YEAR = {2009}, BOOKTITLE = {Next Generation of Data Mining}, PAGES = {223--242}, EDITOR = {Kargupta, Hillol and Han, Jiawei and Yu, Philip and Motwani, Rajeev and Kumar, Vipin}, PUBLISHER = {CRC Press}, NOTE = {ISBN 978-1-4200-8586-0}, KEYWORDS = {Knowledge Grid, Weka4WS} } @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} } @Article{ConTalTruJPDC08, AUTHOR = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Service-Oriented Middleware for Distributed Data Mining on the Grid}, YEAR = {2008}, MONTH = {January}, JOURNAL = {Journal of Parallel and Distributed Computing}, VOLUME = {68}, NUMBER = {1}, PAGES = {3--15}, PUBLISHER = {Elsevier Science}, KEYWORDS = {Grid, Knowledge Grid, Weka4WS} } @InProceedings{TalTruNGDM07, AUTHOR = {Talia, Domenico and Trunfio, Paolo}, TITLE = {How Distributed Data Mining Tasks can Thrive as Services on Grids}, YEAR = {2007}, MONTH = {October}, BOOKTITLE = {Proc. of National Science Foundation Symposium on Next Generation of Data Mining and Cyber-Enabled Discovery for Innovation (NGDM'07)}, ADDRESS = {Baltimore, USA}, KEYWORDS = {Grid, Knowledge Grid, Web Services, Weka4WS} } @InCollection{ConTalTruMMKDDM07, AUTHOR = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Using Grids for Distributed Knowledge Discovery}, YEAR = {2007}, MONTH = {September}, BOOKTITLE = {Mathematical Methods for Knowledge Discovery and Data Mining}, PAGES = {284--298}, EDITOR = {Felici, Giovanni and Vercellis, Carlo}, ADDRESS = {Hershey, USA}, PUBLISHER = {IGI Global}, CHAPTER = {XVII}, NOTE = {ISBN 978-1-59904-528-3}, KEYWORDS = {Grid, Knowledge Grid} } @Article{ConTalTruFGCS07, AUTHOR = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Distributed data mining services leveraging WSRF}, YEAR = {2007}, MONTH = {January}, JOURNAL = {Future Generation Computer Systems}, VOLUME = {23}, NUMBER = {1}, PAGES = {34--41}, ADDRESS = {Amsterdam, The Netherlands}, PUBLISHER = {Elsevier Science}, URL = {http://dx.doi.org/10.1016/j.future.2006.04.005}, PDF = {http://gridlab.dimes.unical.it/papers/pdf/FGCS2007.pdf}, KEYWORDS = {Grid, Knowledge Grid} } @InProceedings{ConTalTruKDMG07, AUTHOR = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo}, TITLE = {WSRF-Based Services for Distributed Data Mining}, YEAR = {2007}, BOOKTITLE = {Proc. of the Workshop on Knowledge and Data Management in Grids 2005}, PAGES = {203--220}, EDITOR = {Talia, Domenico and Bilas, Angelos and Dikaiakos, Mario}, ADDRESS = {Poznan, Poland}, PUBLISHER = {Springer}, URL = {http://dx.doi.org/10.1007/978-0-387-37831-2_13}, NOTE = {ISBN 978-0-387-37830-5}, KEYWORDS = {Grid, Knowledge Grid} } @InProceedings{ConTalTruGTKBIB06, AUTHOR = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Service-Oriented Knowledge Discovery in Grids}, YEAR = {2006}, MONTH = {23 November}, BOOKTITLE = {Proc. of the Workshop on Grid Technologies for Knowledge-Based Industries and Businesses, co-located with IST 2006}, ADDRESS = {Helsinki, Finland}, KEYWORDS = {Knowledge Grid, Weka4WS} } @InProceedings{ConTalTruFGG06, AUTHOR = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo}, TITLE = {On Designing and Composing Grid Services for Distributed Data Mining}, YEAR = {2006}, BOOKTITLE = {Proc. of the Workshop on Future Generation Grids 2004}, PAGES = {113--132}, EDITOR = {Getov, Vladimir and Laforenza, Domenico and Reinefeld, Alexander}, ADDRESS = {Dagstuhl, Germany}, PUBLISHER = {Springer}, URL = {http://dx.doi.org/10.1007/978-0-387-29445-2_7}, NOTE = {ISBN 0-387-27935-0}, KEYWORDS = {Grid, Knowledge Grid} } @InCollection{ConTalTruGCSET06, AUTHOR = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo}, TITLE = {A Visual Programming Environment for Developing Complex Grid Applications}, YEAR = {2006}, BOOKTITLE = {Grid Computing: Software Environments and Tools}, PAGES = {257--283}, EDITOR = {Cunha, Jose C. and Rana, Omer}, ADDRESS = {London, UK}, PUBLISHER = {Springer}, CHAPTER = {11}, URL = {http://dx.doi.org/10.1007/1-84628-339-6_11}, PDF = {http://gridlab.dimes.unical.it/papers/pdf/GCSET2006.pdf}, NOTE = {ISBN 1-85233-998-5}, KEYWORDS = {Grid, Knowledge Grid} } @InProceedings{ConTalTruCIW05, AUTHOR = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Design of Knowledge Discovery Services Using the WS-Resource Framework}, YEAR = {2005}, MONTH = {November}, BOOKTITLE = {CoreGRID Integration Workshop 2005}, PAGES = {11--20}, ADDRESS = {Pisa, Italy}, KEYWORDS = {Grid, Knowledge Grid} } @InCollection{ConTalTruDMKDH05, AUTHOR = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Parallel and Grid-based Data Mining - Algorithms, models and systems for high-performance KDD}, YEAR = {2005}, BOOKTITLE = {Data Mining and Knowledge Discovery Handbook}, PAGES = {1017--1041}, EDITOR = {Maimon, Oded and Rokach, Lior}, ADDRESS = {USA}, PUBLISHER = {Springer}, URL = {http://dx.doi.org/10.1007/0-387-25465-X_48}, NOTE = {ISBN 0-387-24435-2}, KEYWORDS = {Grid, Knowledge Grid} } @Article{CanConPugTSMCB04, AUTHOR = {Cannataro, Mario and Congiusta, Antonio and Pugliese, Andrea and Talia, Domenico and Trunfio, Paolo}, TITLE = {Distributed data mining on grids: services, tools, and applications}, YEAR = {2004}, MONTH = {December}, JOURNAL = {IEEE Transactions on Systems, Man, and Cybernetics: Part B}, VOLUME = {34}, NUMBER = {6}, PAGES = {2451--2465}, ADDRESS = {USA}, PUBLISHER = {IEEE Press}, URL = {http://dx.doi.org/10.1109/TSMCB.2004.836890}, KEYWORDS = {Grid, Knowledge Grid} } @Article{CanComConPPL04, AUTHOR = {Cannataro, Mario and Comito, Carmela and Congiusta, Antonio and Veltri, Pierangelo}, TITLE = {PROTEUS: a Bioinformatics Problem Solving Environment on Grids}, YEAR = {2004}, MONTH = {June}, JOURNAL = {Parallel Processing Letters}, VOLUME = {14}, NUMBER = {2}, PAGES = {217-237}, ADDRESS = {Singapore}, PUBLISHER = {World Scientific Publishing Company}, KEYWORDS = {Grid, Knowledge Grid} } @InProceedings{PugTalICCSA, AUTHOR = {Pugliese, Andrea and Talia, Domenico}, TITLE = {Application-Oriented Scheduling in the Knowledge Grid: A Model and Architecture}, YEAR = {2004}, MONTH = {April}, BOOKTITLE = {International Conference on Computational Science and its Applications (ICCSA)}, VOLUME = {2}, PAGES = {55-65}, ADDRESS = {Assisi, Italy}, PUBLISHER = {Springer-Verlag}, KEYWORDS = {Grid, Knowledge Grid} } @Article{MasTalTruJGC04, AUTHOR = {Mastroianni, Carlo and Talia, Domenico and Trunfio, Paolo}, TITLE = {Metadata for Managing Grid Resources in Data Mining Applications}, YEAR = {2004}, MONTH = {March}, JOURNAL = {Journal of Grid Computing}, VOLUME = {2}, NUMBER = {1}, PAGES = {85--102}, PUBLISHER = {Kluwer Academic Publishers}, URL = {http://dx.doi.org/10.1007/s10723-004-2809-x}, PDF = {http://gridlab.dimes.unical.it/pubadmin/../papers/pdf/Jogc2004.pdf}, KEYWORDS = {Grid, Knowledge Grid} } @Article{TalCanISA04, AUTHOR = {Cannataro, Mario and Talia, Domenico}, TITLE = {Semantics and Knowledge Grids: Building the Next-Generation Grid}, YEAR = {2004}, MONTH = {January}, JOURNAL = {IEEE intelligent systems & their applications}, VOLUME = {19}, NUMBER = {1}, PAGES = {56-63}, URL = {http://dx.doi.org/10.1109/MIS.2004.1265886}, KEYWORDS = {Grid, Knowledge Grid} } @InProceedings{ConMasPugAxGrids04, AUTHOR = {Congiusta, Antonio and Mastroianni, Carlo and Pugliese, Andrea and Talia, Domenico and Trunfio, Paolo}, TITLE = {Enabling Knowledge Discovery Services on Grids}, YEAR = {2004}, MONTH = {January}, BOOKTITLE = {Proc. of the 2nd European AcrossGrids Conference (AxGrids 2004)}, VOLUME = {3165}, PAGES = {250--259}, SERIES = {LNCS}, ADDRESS = {Nicosia, Cyprus}, PUBLISHER = {Springer}, URL = {http://dx.doi.org/10.1007/978-3-540-28642-4_29}, NOTE = {ISBN 3-540-22888-8}, KEYWORDS = {Grid, Knowledge Grid} } @InCollection{CanConMasITIA04, AUTHOR = {Cannataro, Mario and Congiusta, Antonio and Mastroianni, Carlo and Pugliese, Andrea and Talia, Domenico and Trunfio, Paolo}, TITLE = {Grid-Based data mining and knowledge discovery}, YEAR = {2004}, BOOKTITLE = {Intelligent Technologies for Information Analysis}, PAGES = {19--45}, EDITOR = {Zhong, Ning and Liu, Jiming}, PUBLISHER = {Springer}, CHAPTER = {2}, URL = {http://www.springeronline.com/sgw/cda/frontpage/0,11855,5-40106-22-18192908-0,00.html}, PDF = {http://gridlab.dimes.unical.it/pubadmin/../papers/pdf/GridBasedDataMining.pdf}, NOTE = {ISBN 3-540-40677-8}, KEYWORDS = {Grid, Knowledge Grid} } @InCollection{CanTalTruDMNGCFD04, AUTHOR = {Cannataro, Mario and Talia, Domenico and Trunfio, Paolo}, TITLE = {Design of Distributed Data Mining Applications on the Knowledge Grid}, YEAR = {2004}, BOOKTITLE = {Data Mining: Next Generation Challenges and Future Directions}, PAGES = {67--88}, EDITOR = {Kargupta, Hillol and Joshi, Anupam and Sivakumar, Krishnamoorthy and Yesha, Yelena}, ADDRESS = {Menlo Park, USA}, PUBLISHER = {MIT Press}, CHAPTER = {4}, URL = {http://www.aaai.org/Press/Books/kargupta2.php}, NOTE = {ISBN 0-262-61203-8}, KEYWORDS = {Grid, Knowledge Grid} } @Article{TalSI, AUTHOR = {Talia, Domenico}, TITLE = {Scoperta di Conoscenza su Griglie}, YEAR = {2004}, JOURNAL = {Sistemi & impresa : rivista di tecnologia e management}, VOLUME = {50}, NUMBER = {6}, PAGES = {52-57}, KEYWORDS = {Grid, Knowledge Grid} } @InProceedings{BueConTalVECPAR04, AUTHOR = {Bueti, G. and Congiusta, Antonio and Talia, Domenico}, TITLE = {Developing Distributed Data Mining Applications in the KNOWLEDGE GRID Framework}, YEAR = {2004}, BOOKTITLE = { High Performance Computing for Computational Science - VECPAR'04}, VOLUME = {3402}, PAGES = {156-169}, SERIES = {LNCS}, ADDRESS = {Valencia, Spain}, PUBLISHER = {Springer-Verlag}, NOTE = {ISBN 978-3-540-25424-9}, KEYWORDS = {Grid, Knowledge Grid} } @InProceedings{ConTalTruKGGI03, AUTHOR = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo}, TITLE = {VEGA: A Visual Environment for Developing Complex Grid Applications}, YEAR = {2003}, MONTH = {October}, BOOKTITLE = {Proc. of the First International Workshop on Knowledge Grid and Grid Intelligence (KGGI 2003)}, PAGES = {56--66}, ADDRESS = {Halifax, Canada}, PDF = {http://gridlab.dimes.unical.it/papers/pdf/KGGI2003.pdf}, NOTE = {ISBN 0-9734039-0-X}, ANNOTE = {Publisher: Department of Mathematics and Computing Science, Saint Mary's University, Halifax, Canada}, KEYWORDS = {Grid, Knowledge Grid} } @InProceedings{TalISMIS, AUTHOR = {Talia, Domenico}, TITLE = {Knowledge Discovery Services and Tools on Grids}, YEAR = {2003}, MONTH = {October}, BOOKTITLE = {Foundation of Intelligent Systems - ISMIS 2003}, VOLUME = {2871}, PAGES = {14-23}, SERIES = {LNCS}, ADDRESS = {Maebashi, Japan}, PUBLISHER = {Springer-Verlag}, KEYWORDS = {Grid, Knowledge Grid} } @InProceedings{CanTalCC03, AUTHOR = {Cannataro, Mario and Talia, Domenico}, TITLE = {Towards the Next-Generation Grid: A Pervasive Environment for Knowledge-Based Computing}, YEAR = {2003}, MONTH = {28-30 April}, BOOKTITLE = {International Conference on Information Technology: Computers and Communications}, PAGES = {437-441}, ADDRESS = {Las Vegas, Nevada}, PUBLISHER = {IEEE Computer Society}, PDF = {http://gridlab.dimes.unical.it/papers/pdf/ITCC2003.pdf}, KEYWORDS = {Grid, Knowledge Grid} } @InProceedings{MasTalTruIPDPS03, AUTHOR = {Mastroianni, Carlo and Talia, Domenico and Trunfio, Paolo}, TITLE = {Managing Heterogeneous Resources in Data Mining Applications on Grids Using XML-Based Metadata}, YEAR = {2003}, MONTH = {April}, BOOKTITLE = {Proc. of the 17th International Parallel and Distributed Processing Symposium (IPDPS 2003)}, ADDRESS = {Nice, France}, PUBLISHER = {IEEE Computer Society Press}, URL = {http://dx.doi.org/10.1109/IPDPS.2003.1213204}, NOTE = {ISBN 0-7695-1926-1}, KEYWORDS = {Grid, Knowledge Grid} } @Article{CanTalCACM03, AUTHOR = {Cannataro, Mario and Talia, Domenico}, TITLE = {The Knowledge Grid}, YEAR = {2003}, MONTH = {January}, JOURNAL = {Communications of the ACM}, VOLUME = {46}, NUMBER = {1}, PAGES = {89-93}, URL = {http://doi.acm.org/10.1145/602421.602425}, PDF = {http://gridlab.dimes.unical.it/papers/pdf/CACM2003.pdf}, KEYWORDS = {Grid, Knowledge Grid} } @Article{ConPugTalWIAS03, AUTHOR = {Congiusta, Antonio and Pugliese, Andrea and Talia, Domenico and Trunfio, Paolo}, TITLE = {Designing Grid Services for Distributed Knowledge Discovery}, YEAR = {2003}, JOURNAL = {Web Intelligence and Agent Systems}, VOLUME = {1}, NUMBER = {2}, PAGES = {91--104}, ADDRESS = {Amsterdam, The Netherlands}, PUBLISHER = {IOS Press}, URL = {http://iospress.metapress.com/link.asp?id=hvqqb3k0078axlg8}, KEYWORDS = {Grid, Knowledge Grid} } @InProceedings{CanComSemPGrid2003, AUTHOR = {Cannataro, Mario and Comito, Carmela}, TITLE = {A DataMining Ontology for Grid Programming}, YEAR = {2003}, BOOKTITLE = {Proc. of the First International Workshop on Semantics in Peer-to-Peer and Grid Computing (SemPGrid 03)}, PAGES = {113--134}, PDF = {http://gridlab.dimes.unical.it/papers/pdf/SemPGRID2003.pdf}, KEYWORDS = {Grid, Knowledge Grid} } @InProceedings{CanTalTruNGDM02, AUTHOR = {Cannataro, Mario and Talia, Domenico and Trunfio, Paolo}, TITLE = {Design of Distributed Data Mining Applications on the Knowledge Grid}, YEAR = {2002}, MONTH = {November}, BOOKTITLE = {Proc. of the National Science Foundation Workshop on Next Generation Data Mining (NGDM'02)}, PAGES = {191--195}, ADDRESS = {Baltimore, USA}, KEYWORDS = {Grid, Knowledge Grid} } @Article{CanTalTruFGCS02, AUTHOR = {Cannataro, Mario and Talia, Domenico and Trunfio, Paolo}, TITLE = {Distributed Data Mining on the Grid}, YEAR = {2002}, MONTH = {October}, JOURNAL = {Future Generation Computer Systems}, VOLUME = {18}, NUMBER = {8}, PAGES = {1101--1112}, ADDRESS = {Amsterdam, The Netherlands}, PUBLISHER = {Elsevier Science}, URL = {http://dx.doi.org/10.1016/S0167-739X(02)00088-2}, KEYWORDS = {Grid, Knowledge Grid} } @InProceedings{CanConTalDataMining02, AUTHOR = {Cannataro, Mario and Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo}, TITLE = {A data mining toolset for distributed high-performance platforms}, YEAR = {2002}, MONTH = {September}, BOOKTITLE = {Proc. of the 3rd International Conference on Data Mining Methods and Databases for Engineering, Finance and Others Fields (Data Mining 2002)}, PAGES = {41--50}, ADDRESS = {Bologna, Italy}, PUBLISHER = {WIT Press}, URL = {http://www.witpress.com/acatalog/9259.html}, PDF = {http://gridlab.dimes.unical.it/papers/pdf/DataMining2002.pdf}, NOTE = {ISBN 1-85312-925-9}, ANNOTE = {Publisher address: Southampton, UK}, KEYWORDS = {Grid, Knowledge Grid} } @InProceedings{TalAPC02, AUTHOR = {Talia, Domenico}, TITLE = {Parallelism in Knowledge Discovery Techniques}, YEAR = {2002}, MONTH = {June}, BOOKTITLE = {Sixth Int. Conference on Applied Parallel Computing}, VOLUME = {2367}, PAGES = {127-136}, SERIES = {LNCS}, ADDRESS = {Helsinki}, PDF = {http://gridlab.dimes.unical.it/papers/pdf/PARA2002.pdf}, KEYWORDS = {Grid, Knowledge Grid} } @InProceedings{CanTalTruGrid2001, AUTHOR = {Cannataro, Mario and Talia, Domenico and Trunfio, Paolo}, TITLE = {KNOWLEDGE GRID: High Performance Knowledge Discovery Services on the Grid}, YEAR = {2001}, MONTH = {November}, BOOKTITLE = {Proc. of the 2nd International Workshop on Grid Computing (GRID 2001)}, VOLUME = {2242}, PAGES = {38--50}, SERIES = {LNCS}, ADDRESS = {Denver, USA}, PUBLISHER = {Springer}, URL = {http://dx.doi.org/10.1007/3-540-45644-9_5}, PDF = {http://gridlab.dimes.unical.it/papers/pdf/Grid2001.pdf}, NOTE = {ISBN 3-540-42949-2}, KEYWORDS = {Grid, Knowledge Grid} } @InProceedings{TalCanICA3PP, AUTHOR = {Cannataro, Mario and Talia, Domenico}, TITLE = {Parallel and Distributed Knowledge Discovery on the Grid: A Reference Architecture}, YEAR = {2000}, MONTH = {December}, BOOKTITLE = {4th International Conference on Algorithms and Architectures for Parallel Computing (ICA3PP)}, PAGES = {662-673}, ADDRESS = {Hong Kong}, PUBLISHER = {World Scientific Publ.}, PDF = {http://gridlab.dimes.unical.it/papers/pdf/ICA3PP2000.pdf}, KEYWORDS = {Grid, Knowledge Grid} }