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ICML
2008
IEEE
16 years 1 months ago
An empirical evaluation of supervised learning in high dimensions
In this paper we perform an empirical evaluation of supervised learning on highdimensional data. We evaluate performance on three metrics: accuracy, AUC, and squared loss and stud...
Rich Caruana, Nikolaos Karampatziakis, Ainur Yesse...
130
Voted
COLING
2000
15 years 2 months ago
Acquisition of Phrase-level Bilingual Correspondence using Dependency Structure
This paper describes a method to find phraselevel translation patterns from parallel corpora by applying dependency structure analysis. We use statistical dependency parsers to de...
Kaoru Yamamoto, Yuji Matsumoto
JUCS
2008
240views more  JUCS 2008»
15 years 21 days ago
UCL-GLORP - An ORM for Common Lisp
: UCL-GLORP is a Common Lisp implementation and extension of GLORP (Generic Lightweight Object-Relational Persistence), an Object-Relational Mapper for the Smalltalk language. UCL-...
António Menezes Leitão
193
Voted
ICDE
2009
IEEE
154views Database» more  ICDE 2009»
16 years 2 months ago
A General Proximity Privacy Principle
Recent years have witnessed ever-increasing concerns about individual privacy in numerous data dissemination applications that involve private personal information, e.g., medical...
Ting Wang, Shicong Meng, Bhuvan Bamba, Ling Liu, C...
KDD
2008
ACM
161views Data Mining» more  KDD 2008»
16 years 1 months ago
An inductive database prototype based on virtual mining views
We present a prototype of an inductive database. Our system enables the user to query not only the data stored in the database but also generalizations (e.g. rules or trees) over ...
Élisa Fromont, Adriana Prado, Bart Goethals...