@ARTICLE{Hofer_04b,
AUTHOR = {Juergen Hofer and Peter Brezany},
TITLE = {{ DIGIDT: Distributed Classifier Construction in the Grid Data Mining Framework GridMiner-Core}},
JOURNAL = {{ In Proceedings of the Workshop on Data Mining and the Grid (GM-Grid 2004) held in conjunction with the 4th IEEE International Conference on Data Mining (ICDM'04)}},
YEAR = {2004},
VOLUME = {},
NUMBER = {},
PAGES = {},
MONTH = {November 1-4},
NOTE = {},
KEYWORDS = {},
ISBN = {},
URL = {http://www.gridminer.org/publications/index.php?p=papers},
ABSTRACT = {}
}
@ARTICLE{Cannataro_04c,
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},
JOURNAL = {IEEE Transactions on Systems, Man, and Cybernetics: Part B (TSMC-B)},
VOLUME = {34},
NUMBER = {6},
PAGES = {2451--2465},
PUBLISHER = {IEEE Computer Society Press},
URL = {http://dx.doi.org/10.1109/TSMCB.2004.836890},
KEYWORDS = {WP2, WP6}
}
@ARTICLE{Mastroianni_04,
AUTHOR = {Mastroianni, Carlo and Talia, Domenico and Trunfio, Paolo},
TITLE = {{Metadata for Managing Grid Resources in Data Mining Applications}},
YEAR = {2004},
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},
KEYWORDS = {WP2}
}
@ARTICLE{Congiusta_03,
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 (WIAS)},
VOLUME = {1},
NUMBER = {2},
PAGES = {91--104},
PUBLISHER = {IOS Press},
URL = {http://iospress.metapress.com/link.asp?id=hvqqb3k0078axlg8},
KEYWORDS = {WP2}
}
@ARTICLE{Cannataro_03,
AUTHOR = {Cannataro, Mario and Talia, Domenico},
TITLE = {{The Knowledge Grid}},
YEAR = {2003},
JOURNAL = {Communications of the ACM},
VOLUME = {46},
NUMBER = {1},
PAGES = {89--93},
URL = {http://doi.acm.org/10.1145/602421.602425},
KEYWORDS = {WP2}
}
@ARTICLE{Skillicorn_02,
AUTHOR = {Skillicorn, David and Talia, Domenico},
TITLE = {{Mining Large Data Sets on Grids: Issues and Prospects}},
YEAR = {2002},
JOURNAL = {Computing and Informatics},
VOLUME = {21},
NUMBER = {4},
PAGES = {347--362},
KEYWORDS = {WP2}
}
@ARTICLE{Cannataro_02,
AUTHOR = {Cannataro, Mario and Talia, Domenico and Trunfio, Paolo},
TITLE = {{Distributed Data Mining on the Grid}},
YEAR = {2002},
JOURNAL = {Future Generation Computer Systems (FGCS)},
VOLUME = {18},
NUMBER = {8},
PAGES = {1101--1112},
PUBLISHER = {Elsevier Science},
URL = {http://dx.doi.org/10.1016/S0167-739X(02)00088-2},
KEYWORDS = {WP2}
}
@INPROCEEDINGS{Congiusta_05a,
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 = {Proc. of the 1st CoreGRID Integration Workshop},
ADDRESS = {Pisa, Italy},
KEYWORDS = {WP2}
}
@INPROCEEDINGS{Congiusta_05b,
AUTHOR = {Congiusta, Antonio and Greco, Gianluigi and Guzzo, Antonella and Manco, Giuseppe and Pontieri, Luigi and Saccà, Domenico and Talia, Domenico},
TITLE = {{A Data Mining-based Framework for Grid Workflow Management}},
YEAR = {2005},
MONTH = {September},
BOOKTITLE = {Proc. Int. Workshop on Grid and Peer-to-Peer based Workflows},
ADDRESS = {Melbourne, Australia},
PUBLISHER = {IEEE Computer Society Press},
KEYWORDS = {WP2, WP5}
}
@INPROCEEDINGS{Bueti_04,
AUTHOR = {Bueti, Giuseppe and Congiusta, Antonio and Talia, Domenico},
TITLE = {{Developing Distributed Data Mining Applications in the Knowledge Grid Framework}},
YEAR = {2004},
MONTH = {June},
BOOKTITLE = {Proc. of the 6th Int. Conf. on High Performance Computing for Computational Science (VECPAR 2004)},
VOLUME = {3402},
PAGES = {156--169},
SERIES = {LNCS},
ADDRESS = {Valencia, Spain},
URL = {http://dx.doi.org/10.1007/11403937_13},
NOTE = {ISBN 3-540-25424-2},
KEYWORDS = {WP2}
}
@INPROCEEDINGS{Congiusta_04,
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-Verlag},
URL = {http://www.springerlink.com/openurl.asp?genre=article&issn=0302-9743&volume=3165&spage=250},
NOTE = {ISBN 3-540-22888-8},
KEYWORDS = {WP2}
}
@INPROCEEDINGS{Congiusta_03a,
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},
PUBLISHER = {Department of Mathematics and Computing Science, Saint Mary's University},
NOTE = {ISBN 0-9734039-0-X},
KEYWORDS = {WP2, WP5}
}
@INPROCEEDINGS{Talia_03,
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},
PUBLISHER = {Springer-Verlag},
URL = {http://www.springerlink.com/openurl.asp?genre=article&issn=0302-9743&volume=2871&spage=14},
KEYWORDS = {WP2}
}
@INPROCEEDINGS{Cannataro_02a,
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, Maryland},
KEYWORDS = {WP2}
}
@INPROCEEDINGS{Cannataro_02b,
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 = {Southampton, UK},
PUBLISHER = {WIT Press},
URL = {http://www.witpress.com/acatalog/9259.html},
NOTE = {ISBN 1-85312-925-9},
KEYWORDS = {WP2}
}
@INPROCEEDINGS{Cannataro_00,
AUTHOR = {Cannataro, Mario and Talia, Domenico},
TITLE = {{Parallel and Distributed Knowledge Discovery on the Grid: A Reference Architecture}},
YEAR = {2000},
MONTH = {December},
BOOKTITLE = {Proc. of the 4th International Conference on Algorithms and Architectures for Parallel Computing (ICA3PP)},
PAGES = {662--673},
ADDRESS = {Hong Kong},
PUBLISHER = {World Scientific Publ.},
KEYWORDS = {WP2}
}
@INCOLLECTION{Cannataro_04a,
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, H. and Joshi, A. and Sivakumar, K. and Yesha, Y.},
PUBLISHER = {AAAI/MIT Press},
NOTE = {ISBN 0-262-61203-8},
KEYWORDS = {WP2}
}
@INCOLLECTION{Congiusta_05c,
AUTHOR = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo},
TITLE = {{On Designing and Composing Grid Services for Distributed Data Mining}},
YEAR = {2005},
BOOKTITLE = {Future Generation Grids},
EDITOR = {Getov, Vladimir and Laforenza, Domenico and Reinefeld, Alexander},
PUBLISHER = {Springer-Verlag},
NOTE = {ISBN 0-387-27935-0},
KEYWORDS = {WP2}
}
@INCOLLECTION{Cannataro_04b,
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, N. and Liu, J.},
PUBLISHER = {Springer-Verlag},
NOTE = {ISBN 3-540-40677-8},
KEYWORDS = {WP2}
}
@INPROCEEDINGS{Curcin_02,
AUTHOR = {{V. Curcin, M. Ghanem, Y. Guo, M. Kohler, A. Rowe, J. Syed, P. Wendel}},
TITLE = {{Discovery Net: Towards a Grid of Knowledge Discovery}},
BOOKTITLE = {{Proc of The Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD-2002}},
YEAR = {2002},
EDITOR = {},
PAGES = {},
PUBLISHER = {},
VOLUME = {},
NUMBER = {},
SERIES = {},
ADDRESS = {Edmonton, Alberta, Canada},
MONTH = {July 23 - 26},
NOTE = {},
KEYWORDS = {},
ISBN = {},
URL = {},
ABSTRACT = {}
}
@ARTICLE{Sairafi_03,
AUTHOR = {{ S. Al Sairafi, F. S. Emmanouil, M. Ghanem, N. Giannadakis, Y. Guo, D. Kalaitzopolous, M. Osmond, A. Rowe, iJ. Syed and P. Wendel}},
TITLE = {{The Design of Discovery Net: Towards Open Grid Services for Knowledge Discovery}},
JOURNAL = {{International Journal of High Performance Computing Applications}},
YEAR = {2003},
VOLUME = {17},
NUMBER = {3},
PAGES = {297-315},
MONTH = {},
NOTE = {},
KEYWORDS = {},
ISBN = {},
URL = {http://hpc.sagepub.com/cgi/content/abstract/17/3/297},
ABSTRACT = {}
}
@ARTICLE{Giannadakis_03,
AUTHOR = {{Nikolaos Giannadakis, Anthony Rowe, Moustafa Ghanem and Yike Guo}},
TITLE = {{InfoGrid: Providing Information Integration for Knowledge Discovery}},
JOURNAL = {{Information Sciences}},
YEAR = {2003},
VOLUME = {155},
NUMBER = {},
PAGES = {199-226},
MONTH = {},
NOTE = {},
KEYWORDS = {},
ISBN = {},
URL = {},
ABSTRACT = {}
}
@INPROCEEDINGS{Syed_02,
AUTHOR = {{J. Syed, M. Ghanem, Y.Guo}},
TITLE = {{Discovery Processes: Representation and Re-use}},
BOOKTITLE = {{ UK e-Science All-hands Conference}},
YEAR = {2002},
EDITOR = {},
PAGES = {},
PUBLISHER = {},
VOLUME = {},
NUMBER = {},
SERIES = {},
ADDRESS = {Sheffield, UK},
MONTH = {Sept},
NOTE = {},
KEYWORDS = {},
ISBN = {},
URL = {http://www.discovery-on-the.net/documents/DiscoveryProcesses.pdf},
ABSTRACT = {}
}
@ARTICLE{Berman_01,
AUTHOR = {Fran Berman},
TITLE = {{Viewpoint: From TeraGrid to Knowledge Grid}},
JOURNAL = {Commun. ACM},
VOLUME = {44},
NUMBER = {11},
YEAR = {2001},
ISSN = {0001-0782},
PAGES = {27--28},
DOI = {http://doi.acm.org/10.1145/384150.384156},
PUBLISHER = {ACM Press},
ADDRESS = {New York, NY, USA}
}
@MISC{TeraPrimer,
KEY = {TeraPrimer},
TITLE = {The TeraGrid Primer, Sept 2002},
HOWPUBLISHED = {http://www.teragrid.org/about/}
}
@ARTICLE{Rushing_05,
AUTHOR = {{Rushing}, J. and {Ramachandran}, R. and {Nair}, U. and {Graves}, S. and
{Welch}, R. and {Lin}, H.},
TITLE = {{ADaM: a Data Mining Toolkit for Scientists and Engineers}},
JOURNAL = {Computers and Geosciences},
YEAR = {2005},
MONTH = {jun},
VOLUME = {31},
PAGES = {607-618},
ADSURL = {http://adsabs.harvard.edu/cgi-bin/nph-bib_query?bibcode=2005CG.....31..607R&db_key=PHY},
ADSNOTE = {}
}
@INPROCEEDINGS{Redman_05,
AUTHOR = {{Sandi Redman}},
TITLE = {{Mining on the Grid with ADaM}},
BOOKTITLE = {{Southeastern Universities Research Association (SURA) Targeted Communities Workshop Focus Study}},
YEAR = {2005},
EDITOR = {},
PAGES = {},
PUBLISHER = {},
VOLUME = {},
NUMBER = {},
SERIES = {},
ADDRESS = {Atlanta, GA},
MONTH = {January},
NOTE = {},
KEYWORDS = {},
ISBN = {},
URL = {},
ABSTRACT = {}
}
@INPROCEEDINGS{Graves_04,
AUTHOR = {{Sara J. Graves, Helen Conover, Ken Keiser, Rahul Ramachandran, Sandi Redman, John Rushing, Steve Tanner}},
TITLE = {{Mining and Modeling in the Linked Environments for Atmospheric Discovery (LEAD)}},
BOOKTITLE = {{Huntsville Simulation Conference}},
YEAR = {2004},
EDITOR = {},
PAGES = {},
PUBLISHER = {},
VOLUME = {},
NUMBER = {},
SERIES = {},
ADDRESS = {Huntsville, AL},
MONTH = {Oct. 19, 2004},
NOTE = {},
KEYWORDS = {},
ISBN = {},
URL = {},
ABSTRACT = {}
}
@INPROCEEDINGS{Conover_03,
AUTHOR = {{Helen Conover, Sara J. Graves, Rahul Ramachandran, Sandi Redman, John Rushing, Steve Tanner, Robert Wilhelmson}},
TITLE = {{Data Mining on the TeraGrid}},
BOOKTITLE = {{Supercomputing Conference}},
YEAR = {2003},
EDITOR = {},
PAGES = {},
PUBLISHER = {},
VOLUME = {},
NUMBER = {},
SERIES = {},
ADDRESS = {Phoenix, AZ},
MONTH = {Nov. 15},
NOTE = {},
KEYWORDS = {},
ISBN = {},
URL = {},
ABSTRACT = {}
}
@INPROCEEDINGS{Ramachandran_03,
AUTHOR = {{Rahul Ramachandran, John Rushing, Helen Conover, Sara J. Graves, Ken Keiser}},
TITLE = {{Flexible Framework for Mining Meteorological Data}},
BOOKTITLE = {{American Meteorological Society's (AMS) 19th International Conference on Interactive Information Processing Systems (IIPS) for Meteorology, Oceanography, and Hydrology}},
YEAR = {2003},
EDITOR = {},
PAGES = {},
PUBLISHER = {},
VOLUME = {},
NUMBER = {},
SERIES = {},
ADDRESS = {Long Beach, CA},
MONTH = {Feb. 9 - 13},
NOTE = {},
KEYWORDS = {},
ISBN = {},
URL = {},
ABSTRACT = {}
}
@INPROCEEDINGS{Beynon_00,
AUTHOR = {{Michael Beynon and Renato Ferreira and Tahsin M. Kurc and Alan Sussman and Joel H. Saltz}},
TITLE = {{DataCutter: Middleware for Filtering Very Large Scientific Datasets on Archival Storage Systems}},
BOOKTITLE = {{IEEE} Symposium on Mass Storage Systems},
PAGES = {119-134},
YEAR = {2000},
URL = {citeseer.ist.psu.edu/beynon00datacutter.html}
}
@ARTICLE{Talia_05z,
AUTHOR = {Talia, Domenico and Trunfio, Paolo},
TITLE = {{Adapting a Pure Decentralized Peer-to-Peer Protocol for Grid Services Invocation}},
YEAR = {2005},
JOURNAL = {Parallel Processing Letters (PPL)},
VOLUME = {15},
NUMBER = {1-2},
PAGES = {67--84},
PUBLISHER = {World Scientific Publishing Company},
URL = {http://dx.doi.org/10.1142/S0129626405002064},
KEYWORDS = {WP4}
}
@ARTICLE{Talia_03z,
AUTHOR = {Talia, Domenico and Trunfio, Paolo},
TITLE = {{Toward a Synergy between P2P and Grids}},
YEAR = {2003},
JOURNAL = {IEEE Internet Computing},
VOLUME = {7},
NUMBER = {4},
PAGES = {94--96},
PUBLISHER = {IEEE Computer Society Press},
URL = {http://dx.doi.org/10.1109/MIC.2003.1215667},
KEYWORDS = {WP4}
}
@ARTICLE{Iamnitchi_05z,
AUTHOR = {Iamnitchi, Adriana and Talia, Domenico},
TITLE = {{P2P Computing and Interaction with Grids}},
YEAR = {2005},
JOURNAL = {Future Generation Computer Systems (FGCS)},
VOLUME = {21},
NUMBER = {3},
PAGES = {331--332},
PUBLISHER = {Elsevier Science},
URL = {http://dx.doi.org/10.1016/j.future.2004.04.012},
KEYWORDS = {WP4}
}
@ARTICLE{Cannataro_04z,
AUTHOR = {Cannataro, Mario and Talia, Domenico},
TITLE = {{Semantics and Knowledge Grids: Building the Next-Generation Grid}},
YEAR = {2004},
JOURNAL = {IEEE Intelligent Systems},
VOLUME = {19},
NUMBER = {1},
PAGES = {56--63},
URL = {http://csdl.computer.org/comp/mags/ex/2004/01/x1056abs.htm},
KEYWORDS = {WP2, WP4, WP5, WP6}
}
@INPROCEEDINGS{Talia_05,
AUTHOR = {{Domenico Talia, Paolo Trunfio, Oreste Verta}},
TITLE = {{WEKA4WS: a WSRF-enabled Weka Toolkit for Distributed Data Mining on Grids}},
BOOKTITLE = {{Proc. of the 9th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2005)}},
YEAR = {2005},
EDITOR = {},
PAGES = {309-320},
PUBLISHER = {Springer-Verlag},
VOLUME = {LNAI vol. 3721},
NUMBER = {},
SERIES = {},
ADDRESS = {Porto, Portugal},
MONTH = {October},
NOTE = {},
KEYWORDS = {},
ISBN = {},
URL = {},
ABSTRACT = {}
}
@INPROCEEDINGS{Khoussainov_04,
AUTHOR = {{Rinat Khoussainov, Xin Zuo and Nicholas Kushmerick}},
TITLE = {{Grid-enabled Weka: A Toolkit for Machine Learning on the Grid}},
BOOKTITLE = {{ERCIM News}},
YEAR = {2004},
EDITOR = {},
PAGES = {},
PUBLISHER = {},
VOLUME = {No 59},
NUMBER = {},
SERIES = {},
ADDRESS = {},
MONTH = {October},
NOTE = {},
KEYWORDS = {},
ISBN = {},
URL = {},
ABSTRACT = {}
}
@INPROCEEDINGS{Maria_05,
AUTHOR = {{María S. Pérez, Alberto Sánchez, Pilar Herrero, Víctor Robles, José M. Peña}},
TITLE = {{Adapting the Weka Data Mining Toolkit to a Grid Based Environment}},
BOOKTITLE = {{Lecture Notes in Computer Science}},
YEAR = {2005},
EDITOR = {},
PAGES = {492 - 497},
PUBLISHER = {},
VOLUME = {3528},
NUMBER = {},
SERIES = {},
ADDRESS = {},
MONTH = {January},
NOTE = {},
KEYWORDS = {},
ISBN = {},
URL = {},
ABSTRACT = {}
}
@INPROCEEDINGS{Hume_04,
AUTHOR = {{Alastair C. Hume, Ashley D. Lloyd, Terence M. Sloan, Adam C. Carter}},
TITLE = {{Applying Grid Technologies to Distributed Data Mining}},
BOOKTITLE = {{Lecture Notes in Computer Science}},
YEAR = {2004},
EDITOR = {},
PAGES = {696 - 703},
PUBLISHER = {},
VOLUME = {3251},
NUMBER = {},
SERIES = {},
ADDRESS = {},
MONTH = {},
NOTE = {},
KEYWORDS = {},
ISBN = {},
URL = {},
ABSTRACT = {}
}
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