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WAIM
2009
Springer
15 years 11 months ago
Kernel-Based Transductive Learning with Nearest Neighbors
In the k-nearest neighbor (KNN) classifier, nearest neighbors involve only labeled data. That makes it inappropriate for the data set that includes very few labeled data. In this ...
Liangcai Shu, Jinhui Wu, Lei Yu, Weiyi Meng
IWANN
2001
Springer
15 years 11 months ago
Evolving RBF Neural Networks
This paper is focused on determining the parameters of radial basis function neural networks (number of neurons, and their respective centers and radii) automatically. While this ...
Víctor Manuel Rivas Santos, Pedro A. Castil...
ICDE
2000
IEEE
144views Database» more  ICDE 2000»
15 years 11 months ago
Practical Lineage Tracing in Data Warehouses
We consider the view data lineage problem in a warehousing environment: For a given data item in a materialized warehouse view, we want to identify the set of source data items th...
Yingwei Cui, Jennifer Widom
HYBRID
1994
Springer
15 years 11 months ago
Symbolic Controller Synthesis for Discrete and Timed Systems
This paper presents algorithms for the symbolic synthesis of discrete and real-time controllers. At the semantic level the controller is synthesized by nding a winning strategy for...
Eugene Asarin, Oded Maler, Amir Pnueli
CIA
2006
Springer
15 years 10 months ago
Multilevel Approach to Agent-Based Task Allocation in Transportation
We present a hybrid algorithm for distributed task allocation problem in a cooperative logistics domain. Our approach aims to achieve superior computational performance by combinin...
Martin Rehák, Premysl Volf, Michal Pechouce...