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HAIS
2010
Springer
13 years 7 months ago
Boosting Algorithm with Sequence-Loss Cost Function for Structured Prediction
Tomasz Kajdanowicz, Przemyslaw Kazienko, Jan Krasz...
PAKDD
2000
ACM
161views Data Mining» more  PAKDD 2000»
13 years 11 months ago
Adaptive Boosting for Spatial Functions with Unstable Driving Attributes
Combining multiple global models (e.g. back-propagation based neural networks) is an effective technique for improving classification accuracy by reducing a variance through manipu...
Aleksandar Lazarevic, Tim Fiez, Zoran Obradovic
EMMCVPR
2011
Springer
12 years 7 months ago
Optimization of Robust Loss Functions for Weakly-Labeled Image Taxonomies: An ImageNet Case Study
The recently proposed ImageNet dataset consists of several million images, each annotated with a single object category. However, these annotations may be imperfect, in the sense t...
Julian John McAuley, Arnau Ramisa, Tibério ...
PRIB
2010
Springer
176views Bioinformatics» more  PRIB 2010»
13 years 5 months ago
An On/Off Lattice Approach to Protein Structure Prediction from Contact Maps
Abstract. An important unsolved problem in structural bioinformatics is that of protein structure prediction (PSP), the reconstruction of a biologically plausible three-dimensional...
Stefano Teso, Cristina Di Risio, Andrea Passerini,...
RECOMB
2006
Springer
14 years 7 months ago
RNA Secondary Structure Prediction Via Energy Density Minimization
Abstract. There is a resurgence of interest in RNA secondary structure prediction problem (a.k.a. the RNA folding problem) due to the discovery of many new families of non-coding R...
Can Alkan, Emre Karakoç, Süleyman Cenk...