Scalability and Efficiency in Multi-Relational Data Mining Export

@article{citeulike:6008807, abstract = {Efficiency and scalability have always been important concerns in the field of data mining, and are even more so in the multi-relational context, which is inherently more complex. The issue has been receiving an increasing amount of attention during the last few years, and quite a number of theoretical results, algorithms and implementations have been presented that explicitly aim at improving the efficiency and scalability of multi-relational data mining approaches. With this article we attempt to present a structured overview.}, author = {Blockeel, Hendrik and Sebag, Michele and Sebag, Mich E.}, citeulike-article-id = {6008807}, citeulike-linkout-0 = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.9.5511}, journal = {SIGKDD Explorations}, keywords = {data\_dependencies, relational\_data\_mining}, pages = {17--30}, posted-at = {2009-10-26 10:13:53}, priority = {2}, title = {Scalability and Efficiency in Multi-Relational Data Mining}, url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.9.5511}, volume = {5}, year = {2003} }

TY - JOUR ID - citeulike:6008807 L3 - citeulike-article-id:6008807 N2 - Efficiency and scalability have always been important concerns in the field of data mining, and are even more so in the multi-relational context, which is inherently more complex. The issue has been receiving an increasing amount of attention during the last few years, and quite a number of theoretical results, algorithms and implementations have been presented that explicitly aim at improving the efficiency and scalability of multi-relational data mining approaches. With this article we attempt to present a structured overview. JF - SIGKDD Explorations EP - 30 TI - Scalability and Efficiency in Multi-Relational Data Mining VL - 5 SP - 17 KW - data_dependencies KW - relational_data_mining AU - Blockeel, Hendrik AU - Sebag, Michele AU - Sebag, Mich PY - 2003/// UR - http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.9.5511 ER -