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ECML
2007
Springer
16 years 1 months ago
Learning to Classify Documents with Only a Small Positive Training Set
Many real-world classification applications fall into the class of positive and unlabeled (PU) learning problems. In many such applications, not only could the negative training ex...
Xiaoli Li, Bing Liu, See-Kiong Ng
ECOWS
2007
Springer
16 years 1 months ago
Service selection by choreography-driven matching
Abstract. The greater and greater quantity of services that are available over the web causes a growing attention to techniques that facilitate their reuse. A web service specific...
Matteo Baldoni, Cristina Baroglio, Alberto Martell...
EUROPAR
2007
Springer
16 years 1 months ago
Towards Real-Time Compression of Hyperspectral Images Using Virtex-II FPGAs
Abstract. Hyperspectral imagery is a new type of high-dimensional image data which is now used in many Earth-based and planetary exploration applications. Many efforts have been d...
Antonio Plaza
EVOW
2007
Springer
16 years 1 months ago
Robust Peak Detection and Alignment of nanoLC-FT Mass Spectrometry Data
In liquid chromatography-mass spectrometry (LC-MS) based expression proteomics, samples from different groups are analyzed comparatively in order to detect differences that can p...
Marius C. Codrea, Connie R. Jimenez, Sander R. Pie...
GECCO
2007
Springer
172views Optimization» more  GECCO 2007»
16 years 1 months ago
Improving the human readability of features constructed by genetic programming
The use of machine learning techniques to automatically analyse data for information is becoming increasingly widespread. In this paper we examine the use of Genetic Programming a...
Matthew Smith, Larry Bull