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» Detection of Fundus Lesions Using Classifier Selection
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PAKDD
2010
ACM
165views Data Mining» more  PAKDD 2010»
15 years 1 months ago
Classification and Novel Class Detection in Data Streams with Active Mining
We present ActMiner, which addresses four major challenges to data stream classification, namely, infinite length, concept-drift, conceptevolution, and limited labeled data. Most o...
Mohammad M. Masud, Jing Gao, Latifur Khan, Jiawei ...
GECCO
2005
Springer
218views Optimization» more  GECCO 2005»
15 years 5 months ago
Particle swarm optimization for analysis of mass spectral serum profiles
Serum profiling using mass spectrometry is an emerging technology with a great potential to provide biomarkers for complex diseases such as cancer. However, protein profiles obtai...
Habtom W. Ressom, Rency S. Varghese, Daniel Saha, ...
ICMCS
2006
IEEE
131views Multimedia» more  ICMCS 2006»
15 years 5 months ago
Self-Supervised Learning for Robust Video Indexing
The performance of video analysis and indexing algorithms strongly depends on the type, content and recording characteristics of the analyzed video. Current video indexing approac...
Ralph Ewerth, Bernd Freisleben
EDCC
2006
Springer
15 years 3 months ago
SEU Mitigation Techniques for Microprocessor Control Logic
The importance of fault tolerance at the processor architecture level has been made increasingly important due to rapid advancements in the design and usage of high performance de...
T. S. Ganesh, Viswanathan Subramanian, Arun K. Som...
SMC
2007
IEEE
118views Control Systems» more  SMC 2007»
15 years 6 months ago
One-class learning with multi-objective genetic programming
One-class classification naturally only provides one class of exemplars on which to construct the classification model. In this work, multiobjective genetic programming (GP) all...
Robert Curry, Malcolm I. Heywood