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FOIKS
2008
Springer
16 years 3 months ago
Cost-minimising strategies for data labelling : optimal stopping and active learning
Supervised learning deals with the inference of a distribution over an output or label space $\CY$ conditioned on points in an observation space $\CX$, given a training dataset $D$...
Christos Dimitrakakis, Christian Savu-Krohn
ISBI
2009
IEEE
16 years 1 months ago
Automated Analysis of Human Protein Atlas Immunofluorescence Images
The Human Protein Atlas is a rich source of location proteomics data. In this work, we present an automated approach for processing and classifying major subcellular patterns in t...
Justin Newberg, Jieyue Li, Arvind Rao, Fredrik Pon...
ISBRA
2009
Springer
16 years 1 months ago
Using Gene Expression Modeling to Determine Biological Relevance of Putative Regulatory Networks
Identifying gene regulatory networks from high-throughput gene expression data is one of the most important goals of bioinformatics, but it remains difficult to define what makes a...
Peter Larsen, Yang Dai
P2P
2009
IEEE
167views Communications» more  P2P 2009»
16 years 1 months ago
ID Repetition in Kad
ID uniqueness is essential in DHT-based systems as peer lookup and resource searching rely on IDmatching. Many previous works and measurements on Kad do not take into account that...
Jie Yu, Chengfang Fang, Jia Xu, Ee-Chien Chang, Zh...
ICRA
2009
IEEE
123views Robotics» more  ICRA 2009»
16 years 1 months ago
Tracking groups of people with a multi-model hypothesis tracker
Abstract— People in densely populated environments typically form groups that split and merge. In this paper we track groups of people so as to reflect this formation process an...
Boris Lau, Kai Oliver Arras, Wolfram Burgard