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GECCO
2003
Springer
15 years 3 months ago
Pruning Neural Networks with Distribution Estimation Algorithms
Abstract. This paper describes the application of four evolutionary algorithms to the pruning of neural networks used in classification problems. Besides of a simple genetic algor...
Erick Cantú-Paz
HUC
2003
Springer
15 years 3 months ago
RightSPOT: A Novel Sense of Location for a Smart Personal Object
Abstract. One of the main prerequisites for location-based services is knowledge of location. We present a simple algorithm for computing the location of a device based on signal s...
John Krumm, Gerry Cermak, Eric Horvitz
HUMAN
2003
Springer
15 years 3 months ago
Admission Control for TCP Connections in QoS IP Network
The paper describes a new admission control (AC) algorithm for greedy TCP connections. The algorithm has passed positive tests in preproduction QoS IP network [2], developed inside...
Wojciech Burakowski, Halina Tarasiuk
IBPRIA
2003
Springer
15 years 3 months ago
Supervised Locally Linear Embedding Algorithm for Pattern Recognition
The dimensionality of the input data often far exceeds their intrinsic dimensionality. As a result, it may be difficult to recognize multidimensional data, especially if the number...
Olga Kouropteva, Oleg Okun, Matti Pietikäinen
ICCBR
2003
Springer
15 years 3 months ago
Evaluation of Case-Based Maintenance Strategies in Software Design
CBR applications running in real domains can easily reach thousands of cases, which are stored in the case library. Retrieval times can increase greatly if the retrieval algorithm ...
Paulo Gomes, Francisco C. Pereira, Paulo Paiva, Nu...