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112
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SIGMOD
2011
ACM
210views Database» more  SIGMOD 2011»
14 years 3 months ago
A platform for scalable one-pass analytics using MapReduce
Today’s one-pass analytics applications tend to be data-intensive in nature and require the ability to process high volumes of data efficiently. MapReduce is a popular programm...
Boduo Li, Edward Mazur, Yanlei Diao, Andrew McGreg...
104
Voted
ICCV
2011
IEEE
14 years 13 days ago
Informative Feature Selection for Object Recognition via Sparse PCA
Bag-of-words (BoW) methods are a popular class of object recognition methods that use image features (e.g., SIFT) to form visual dictionaries and subsequent histogram vectors to r...
Nikhil Naikal, Allen Y. Yang, S. Shankar Sastry
106
Voted
TEI
2012
ACM
285views Hardware» more  TEI 2012»
13 years 8 months ago
Sketch-a-TUI: low cost prototyping of tangible interactions using cardboard and conductive ink
Graspable tangibles are now being explored on the current generation of capacitive touch surfaces, such as the iPad and the Android tablet. Because the size and form factor is rel...
Alexander Wiethoff, Hanna Schneider, Michael Rohs,...
118
Voted
SODA
2012
ACM
217views Algorithms» more  SODA 2012»
13 years 2 months ago
Polynomial integrality gaps for strong SDP relaxations of Densest k-subgraph
The Densest k-subgraph problem (i.e. find a size k subgraph with maximum number of edges), is one of the notorious problems in approximation algorithms. There is a significant g...
Aditya Bhaskara, Moses Charikar, Aravindan Vijayar...
TKDE
2012
253views Formal Methods» more  TKDE 2012»
13 years 2 months ago
Horizontal Aggregations in SQL to Prepare Data Sets for Data Mining Analysis
—Preparing a data set for analysis is generally the most time consuming task in a data mining project, requiring many complex SQL queries, joining tables and aggregating columns....
Carlos Ordonez, Zhibo Chen 0002
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