Mining association rules between sets of items in large databases
We are given a large database of customer transactions. Each transaction consists of items purchased by a customer in a visit. We present an efficient algorithm that generates a...
Publications
View AllStatistical pattern recognition: a review
The primary goal of pattern recognition is supervised or unsupervised classification. Among the various frameworks in which pattern recognition has been traditionally formulated...
Randomized Algorithms
Randomized algorithms, once viewed as a tool in computational number theory, have by now found widespread application. Growth has been fueled by the two major benefits of random...
Lithium−Air Battery: Promise and Challenges
The lithium−air system captured worldwide attention in 2009 as a possible battery for electric vehicle propulsion applications. If successfully developed, this battery could pro...
Database mining: a performance perspective
The authors' perspective of database mining as the confluence of machine learning techniques and the performance emphasis of database technology is presented. Three classes of d...
Examining Nanoenvironments in Solids on the Scale of a Single, Isolated Impurity Molecule
Optical spectroscopy of single impurity molecules in solids can be used as an exquisitely sensitive probe of the structure and dynamics of the specific local environment around ...
How to personalize the Web
Article Free Access Share on How to personalize the Web Authors: Rob Barrett IBM Almaden Research Center, 650 Harry Road, San Jose, CA IBM Almaden Research Center, 650 Harry Roa...
Stochastic Petri net representation of discrete event simulations
In the context of discrete event simulation, the marking of a stochastic Petri net (SPN) corresponds to the state of the underlying stochastic process of the simulation and the ...
Affiliated Researchers
Institution Info
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- facility
- Country
- US
- Publications
- 8
- Citations
- 29,811
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- ROR
- https://ror.org/005w8dd04