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» Integrity Assurance Technique Using Determinant Approach
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ISMIS
2005
Springer
15 years 6 months ago
A Machine Text-Inspired Machine Learning Approach for Identification of Transmembrane Helix Boundaries
In this paper, we adapt a statistical learning approach, inspired by automated topic segmentation techniques in speech-recognized documents to the challenging protein segmentation ...
Betty Yee Man Cheng, Jaime G. Carbonell, Judith Kl...
PAKDD
2009
ACM
149views Data Mining» more  PAKDD 2009»
15 years 5 months ago
A New Local Distance-Based Outlier Detection Approach for Scattered Real-World Data
Detecting outliers which are grossly different from or inconsistent with the remaining dataset is a major challenge in real-world KDD applications. Existing outlier detection met...
Ke Zhang, Marcus Hutter, Huidong Jin
91
Voted
NIPS
1998
15 years 2 months ago
A Phase Space Approach to Minimax Entropy Learning and the Minutemax Approximations
There has been much recent work on measuring image statistics and on learning probability distributions on images. We observe that the mapping from images to statistics is many-to...
James M. Coughlan, Alan L. Yuille
ICC
2007
IEEE
103views Communications» more  ICC 2007»
15 years 7 months ago
An Experimental Design Approach for Optimizing SMSE Waveforms to Minimize Coexistent Interference
Abstract— An experimental design approach is used to determine which factors (design parameters) of Spectrally Modulated, Spectrally Encoded (SMSE) waveforms have the greatest im...
Todd W. Beard, Michael A. Temple, Marcus L. Robert...
124
Voted
DSN
2006
IEEE
15 years 4 months ago
An Approach for Detecting and Distinguishing Errors versus Attacks in Sensor Networks
Distributed sensor networks are highly prone to accidental errors and malicious activities, owing to their limited resources and tight interaction with the environment. Yet only a...
Claudio Basile, Meeta Gupta, Zbigniew Kalbarczyk, ...