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» Presenting Data from Experiments in Algorithmics
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KDD
2009
ACM
296views Data Mining» more  KDD 2009»
16 years 7 months ago
Anonymizing healthcare data: a case study on the blood transfusion service
: Gaining access to high-quality health data is a vital requirement to informed decision making for medical practitioners and pharmaceutical researchers. Driven by mutual benefits ...
Noman Mohammed, Benjamin C. M. Fung, Patrick C. K....
DMIN
2010
262views Data Mining» more  DMIN 2010»
15 years 4 months ago
SMO-Style Algorithms for Learning Using Privileged Information
Recently Vapnik et al. [11, 12, 13] introduced a new learning model, called Learning Using Privileged Information (LUPI). In this model, along with standard training data, the tea...
Dmitry Pechyony, Rauf Izmailov, Akshay Vashist, Vl...
BMCBI
2005
132views more  BMCBI 2005»
15 years 6 months ago
CLPM: A Cross-Linked Peptide Mapping Algorithm for Mass Spectrometric Analysis
Background: Protein-protein, protein-DNA and protein-RNA interactions are of central importance in biological systems. Quadrapole Time-of-flight (Q-TOF) mass spectrometry is a sen...
Yong Tang, Yingfeng Chen, Cheryl F. Lichti, Roger ...
ISMIR
2005
Springer
179views Music» more  ISMIR 2005»
16 years 8 days ago
Evaluation of Feature Extractors and Psycho-Acoustic Transformations for Music Genre Classification
We present a study on the importance of psycho-acoustic transformations for effective audio feature calculation. From the results, both crucial and problematic parts of the algori...
Thomas Lidy, Andreas Rauber
SSPR
1998
Springer
15 years 11 months ago
Modified Minimum Classification Error Learning and Its Application to Neural Networks
A novel method to improve the generalization performance of the Minimum Classification Error (MCE) / Generalized Probabilistic Descent (GPD) learning is proposed. The MCE/GPD learn...
Hiroshi Shimodaira, Jun Rokui, Mitsuru Nakai