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GECCO
2009
Springer
204views Optimization» more  GECCO 2009»
15 years 9 months ago
Combined structure and motion extraction from visual data using evolutionary active learning
We present a novel stereo vision modeling framework that generates approximate, yet physically-plausible representations of objects rather than creating accurate models that are c...
Krishnanand N. Kaipa, Josh C. Bongard, Andrew N. M...
XPU
2005
Springer
15 years 10 months ago
Examining Usage Patterns of the FIT Acceptance Testing Framework
Executable acceptance testing allows both to specify customers’ expectations in the form of the tests and to compare those to actual results that the software produces. The resul...
Kris Read, Grigori Melnik, Frank Maurer
VISUALIZATION
1999
IEEE
15 years 9 months ago
Hierarchical Parallel Coordinates for Exploration of Large Datasets
Our ability to accumulate large, complex (multivariate) data sets has far exceeded our ability to effectively process them in search of patterns, anomalies, and other interesting ...
Ying-Huey Fua, Matthew O. Ward, Elke A. Rundenstei...
WSDM
2012
ACM
245views Data Mining» more  WSDM 2012»
14 years 10 days ago
The early bird gets the buzz: detecting anomalies and emerging trends in information networks
In this work we propose a novel approach to anomaly detection in streaming communication data. We first build a stochastic model for the system based on temporal communication pa...
Brian Thompson
PKDD
2007
Springer
109views Data Mining» more  PKDD 2007»
15 years 11 months ago
Matching Partitions over Time to Reliably Capture Local Clusters in Noisy Domains
Abstract. When seeking for small clusters it is very intricate to distinguish between incidental agglomeration of noisy points and true local patterns. We present the PAMALOC algor...
Frank Höppner, Mirko Böttcher