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PAKDD
2009
ACM
149views Data Mining» more  PAKDD 2009»
15 years 11 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
PKDD
2009
Springer
146views Data Mining» more  PKDD 2009»
15 years 11 months ago
Parallel Subspace Sampling for Particle Filtering in Dynamic Bayesian Networks
Monitoring the variables of real world dynamic systems is a difficult task due to their inherent complexity and uncertainty. Particle Filters (PF) perform that task, yielding prob...
Eva Besada-Portas, Sergey M. Plis, Jesús Ma...
CIKM
2001
Springer
15 years 11 months ago
Content-Based Retrieval of MP3 Music Objects
In recent years, the searching and indexing techniques for multimedia data are getting more attention in the area of multimedia databases. As many research works were done on the ...
Chih-Chin Liu, Po-Jun Tsai
MCS
2001
Springer
15 years 11 months ago
Dependence among Codeword Bits Errors in ECOC Learning Machines: An Experimental Analysis
One of the main factors affecting the effectiveness of ECOC methods for classification is the dependence among the errors of the computed codeword bits. We present an extensive ...
Francesco Masulli, Giorgio Valentini
MICCAI
2001
Springer
15 years 11 months ago
Augmented Reality Guidance for Needle Biopsies: A Randomized, Controlled Trial in Phantoms
We report the results of a randomized, controlled trial to compare the accuracy of standard ultrasound-guided needle biopsy to biopsies performed using a 3D Augmented Reality (AR) ...
Michael Rosenthal, Andrei State, Joohi Lee, Gentar...
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