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NN
2008
Springer
152views Neural Networks» more  NN 2008»
14 years 11 months ago
Analysis of the IJCNN 2007 agnostic learning vs. prior knowledge challenge
We organized a challenge for IJCNN 2007 to assess the added value of prior domain knowledge in machine learning. Most commercial data mining programs accept data pre-formatted in ...
Isabelle Guyon, Amir Saffari, Gideon Dror, Gavin C...
NAR
2011
307views Computer Vision» more  NAR 2011»
14 years 5 months ago
BRENDA, the enzyme information system in 2011
The BRENDA (BRaunschweig ENzyme Database, http://www.brenda-enzymes.org) enzyme information system is the main collection of enzyme functional and property data for the scientific...
Maurice Scheer, Andreas Grote, Antje Chang, Ida Sc...
95
Voted
JMLR
2010
119views more  JMLR 2010»
14 years 5 months ago
The Coding Divergence for Measuring the Complexity of Separating Two Sets
In this paper we integrate two essential processes, discretization of continuous data and learning of a model that explains them, towards fully computational machine learning from...
Mahito Sugiyama, Akihiro Yamamoto
95
Voted
NAR
2011
211views Computer Vision» more  NAR 2011»
14 years 1 months ago
mESAdb: microRNA Expression and Sequence Analysis Database
MicroRNA expression and sequence analysis database (http://konulab.fen.bilkent.edu.tr/mirna/) (mESAdb) is a regularly updated database for the multivariate analysis of sequences a...
Koray D. Kaya, Gökhan Karakülah, Cengiz ...
ICDE
2008
IEEE
161views Database» more  ICDE 2008»
16 years 9 days ago
Trajectory Outlier Detection: A Partition-and-Detect Framework
Outlier detection has been a popular data mining task. However, there is a lack of serious study on outlier detection for trajectory data. Even worse, an existing trajectory outlie...
Jae-Gil Lee, Jiawei Han, Xiaolei Li
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