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KBSE
1998
IEEE
15 years 6 months ago
Automated Integrative Analysis of State-based Requirements
Statically analyzing requirements specifications to assure that they possess desirable properties is an important activity in any rigorous software development project. The analys...
Barbara J. Czerny, Mats Per Erik Heimdahl
E2EMON
2006
IEEE
15 years 6 months ago
Object-Relational DBMS for Packet-Level Traffic Analysis: Case Study on Performance Optimization
Analyzing Internet traffic at packet level involves generally large amounts of raw data, derived data, and results from various analysis tasks. In addition, the analysis often proc...
Matti Siekkinen, Ernst W. Biersack, Vera Goebel
ICMLA
2010
15 years 13 days ago
Ensembles of Neural Networks for Robust Reinforcement Learning
Reinforcement learning algorithms that employ neural networks as function approximators have proven to be powerful tools for solving optimal control problems. However, their traini...
Alexander Hans, Steffen Udluft
FGR
2004
IEEE
159views Biometrics» more  FGR 2004»
15 years 6 months ago
Null Space-based Kernel Fisher Discriminant Analysis for Face Recognition
The null space-based LDA takes full advantage of the null space while the other methods remove the null space. It proves to be optimal in performance. From the theoretical analysi...
Wei Liu, Yunhong Wang, Stan Z. Li, Tieniu Tan
PAKDD
2007
ACM
152views Data Mining» more  PAKDD 2007»
15 years 8 months ago
Spectral Clustering Based Null Space Linear Discriminant Analysis (SNLDA)
While null space based linear discriminant analysis (NLDA) obtains a good discriminant performance, the ability easily suffers from an implicit assumption of Gaussian model with sa...
Wenxin Yang, Junping Zhang