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WWW
2007
ACM
16 years 7 months ago
Altering document term vectors for classification: ontologies as expectations of co-occurrence
In this paper we extend the state-of-the-art in utilizing background knowledge for supervised classification by exploiting the semantic relationships between terms explicated in O...
Meenakshi Nagarajan, Amit P. Sheth, Marcos Kawazoe...
KDD
2005
ACM
103views Data Mining» more  KDD 2005»
16 years 7 months ago
Robust boosting and its relation to bagging
Several authors have suggested viewing boosting as a gradient descent search for a good fit in function space. At each iteration observations are re-weighted using the gradient of...
Saharon Rosset
CHI
2005
ACM
16 years 7 months ago
Effectiveness of directional vibrotactile cuing on a building-clearing task
This paper presents empirical results to support the use of vibrotactile cues as a means of improving user performance on a spatial task. In a building-clearing exercise, directio...
Robert W. Lindeman, John L. Sibert, Erick Mendez-M...
172
Voted
CHI
2004
ACM
16 years 7 months ago
The future of signs: interactive information, inexpensively!
We present an inexpensive, interactive ubiquitous computing system that supports information presentation on demand using a novel "card reading" interaction style. We�...
Aradhana Goel, Michael Higgins, Mickey McManus, Ma...
SIGMOD
2005
ACM
91views Database» more  SIGMOD 2005»
16 years 6 months ago
Towards a Robust Query Optimizer: A Principled and Practical Approach
Research on query optimization has focused almost exclusively on reducing query execution time, while important qualities such as consistency and predictability have largely been ...
Brian Babcock, Surajit Chaudhuri