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ICDM
2006
IEEE
131views Data Mining» more  ICDM 2006»
16 years 1 months ago
A Maximum Likelihood Approach to Noise Estimation for Intensity Measurements in Biology
Often, measurement of biological components generates results, that are corrupted by noise. Noise can be caused by various factors like the detectors themselves, sample properties...
Frank Klawonn, Claudia Hundertmark, Lothar Jä...
CIMCA
2005
IEEE
16 years 1 months ago
Fibered Guard - A Hybrid Intelligent Approach to Denial of Service Prevention
This paper describes the system “Fibered Guard”, which is a hybrid intelligent web access management approach for the prevention of Denial of Service (DoS) and Distributed Deni...
Marvin Oliver Schneider, Jacques Calmet
ICDM
2005
IEEE
163views Data Mining» more  ICDM 2005»
16 years 1 months ago
Balancing Exploration and Exploitation: A New Algorithm for Active Machine Learning
Active machine learning algorithms are used when large numbers of unlabeled examples are available and getting labels for them is costly (e.g. requiring consulting a human expert)...
Thomas Takeo Osugi, Kun Deng, Stephen D. Scott
ICDM
2005
IEEE
187views Data Mining» more  ICDM 2005»
16 years 1 months ago
Parallel Algorithms for Distance-Based and Density-Based Outliers
An outlier is an observation that deviates so much from other observations as to arouse suspicion that it was generated by a different mechanism. Outlier detection has many applic...
Elio Lozano, Edgar Acuña
PAKDD
2005
ACM
132views Data Mining» more  PAKDD 2005»
16 years 29 days ago
SETRED: Self-training with Editing
Self-training is a semi-supervised learning algorithm in which a learner keeps on labeling unlabeled examples and retraining itself on an enlarged labeled training set. Since the s...
Ming Li, Zhi-Hua Zhou