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AUTOID
2005
IEEE
13 years 10 months ago
Guidelines for Appropriate Use of Simulated Data for Bio-Authentication Research
In this paper, we outline a framework for appropriate and proper usage of simulated data for biometric authentication. Currently, there are no formal guidelines concerning the use...
Yan Ma, Michael E. Schuckers, Bojan Cukic
AEI
2006
253views more  AEI 2006»
13 years 4 months ago
Computer based pedestrian landscape design using decision tree templates
Machine Learning algorithms can act as a valuable analytical tool in design research. In this paper, we demonstrate the application of a decision tree learning algorithm for desig...
Baranidharan Raman, Jody R. Naderi
NIPS
2008
13 years 6 months ago
Relative Performance Guarantees for Approximate Inference in Latent Dirichlet Allocation
Hierarchical probabilistic modeling of discrete data has emerged as a powerful tool for text analysis. Posterior inference in such models is intractable, and practitioners rely on...
Indraneel Mukherjee, David M. Blei
AUSDM
2008
Springer
246views Data Mining» more  AUSDM 2008»
13 years 6 months ago
A New Evaluation Measure for Imbalanced Datasets
The area of imbalanced datasets is still relatively new, and it is known that the use of overall accuracy is not an appropriate evaluation measure for imbalanced datasets, because...
Cheng G. Weng, Josiah Poon
PE
2006
Springer
158views Optimization» more  PE 2006»
13 years 4 months ago
Performance evaluation of multiple-rate mobile ad hoc networks
Existing wireless networks usually provide multiple data transmission rates. This paper presents a simulation study on the performance of multiple-rate mobile ad hoc networks (MAN...
Gang Ding, Xiaoxin Wu, Bharat K. Bhargava