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» A Partial-Repeatability Approach to Data Mining
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138
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SEDE
2007
15 years 5 months ago
Case study: A tool centric approach for fault avoidance in microchip designs
— Achieving reliability in fault tolerant systems requires both avoidance and redundancy. This study focuses on avoidance as it pertains to the design of microchips. The lifecycl...
Clemente Izurieta
121
Voted
KDD
1998
ACM
99views Data Mining» more  KDD 1998»
15 years 8 months ago
On the Efficient Gathering of Sufficient Statistics for Classification from Large SQL Databases
For a wide variety of classification algorithms, scalability to large databases can be achieved by observing that most algorithms are driven by a set of sufficient statistics that...
Goetz Graefe, Usama M. Fayyad, Surajit Chaudhuri
129
Voted
JCDL
2004
ACM
170views Education» more  JCDL 2004»
15 years 9 months ago
Looking for new, not known music only: music retrieval by melody style
With the growth of digital music, content-based music retrieval (CBMR) has attracted increasingly attention. For most CBMR systems, the task is to return music objects similar to ...
Fang-Fei Kuo, Man-Kwan Shan
153
Voted
EDBT
2011
ACM
199views Database» more  EDBT 2011»
14 years 7 months ago
Finding closed frequent item sets by intersecting transactions
Most known frequent item set mining algorithms work by enumerating candidate item sets and pruning infrequent candidates. An alternative method, which works by intersecting transa...
Christian Borgelt, Xiaoyuan Yang, Rubén Nog...
155
Voted
EDBT
2010
ACM
170views Database» more  EDBT 2010»
15 years 7 months ago
Augmenting OLAP exploration with dynamic advanced analytics
Online Analytical Processing (OLAP) is a popular technique for explorative data analysis. Usually, a fixed set of dimensions (such as time, place, etc.) is used to explore and ana...
Benjamin Leonhardi, Bernhard Mitschang, Rubé...