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ICDM
2008
IEEE
126views Data Mining» more  ICDM 2008»
15 years 4 months ago
Detecting Suspicious Behavior in Surveillance Images
We introduce a novel technique to detect anomalies in images. The notion of normalcy is given by a baseline of images, under the assumption that the majority of such images is nor...
Daniel Barbará, Carlotta Domeniconi, Zoran ...
ICPPW
2009
IEEE
14 years 7 months ago
A Scalable Parallel Approach for Peptide Identification from Large-Scale Mass Spectrometry Data
Identifying peptides, which are short polymeric chains of amino acid residues in a protein sequence, is of fundamental importance in systems biology research. The most popular appr...
Gaurav Ramesh Kulkarni, Ananth Kalyanaraman, Willi...
AINA
2009
IEEE
15 years 9 days ago
Adaptive and Online One-Class Support Vector Machine-Based Outlier Detection Techniques for Wireless Sensor Networks
Outlier detection in wireless sensor networks is essential to ensure data quality, secure monitoring and reliable detection of interesting and critical events. A key challenge for...
Yang Zhang, Nirvana Meratnia, Paul J. M. Havinga
JMLR
2010
100views more  JMLR 2010»
14 years 4 months ago
Parametric Herding
A parametric version of herding is formulated. The nonlinear mapping between consecutive time slices is learned by a form of self-supervised training. The resulting dynamical syst...
Yutian Chen, Max Welling
ASPDAC
2004
ACM
71views Hardware» more  ASPDAC 2004»
15 years 3 months ago
Golay and wavelet error control codes in VLSI
– This paper presents a high speed VLSI implementation of wavelet and golay error control codes. The design has been fabricated by MOSIS in a TSMC 0.25 µm CMOS process. Experime...
Arunkumar Balasundaram, Angelo Pereira, Jun-Cheol ...