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ICMLC
2005
Springer
16 years 23 days ago
Kernel-Based Metric Adaptation with Pairwise Constraints
Abstract. Many supervised and unsupervised learning algorithms depend on the choice of an appropriate distance metric. While metric learning for supervised learning tasks has a lon...
Hong Chang, Dit-Yan Yeung
PAKDD
2005
ACM
168views Data Mining» more  PAKDD 2005»
16 years 22 days ago
Adaptive Nonlinear Auto-Associative Modeling Through Manifold Learning
We propose adaptive nonlinear auto-associative modeling (ANAM) based on Locally Linear Embedding algorithm (LLE) for learning intrinsic principal features of each concept separatel...
Junping Zhang, Stan Z. Li
ESOP
2004
Springer
16 years 19 days ago
Adaptive Pattern Matching on Binary Data
Pattern matching is an important operation in functional programs. So far, pattern matching has been investigated in the context of structured terms. This paper presents an approac...
Per Gustafsson, Konstantinos F. Sagonas
ISCC
2002
IEEE
141views Communications» more  ISCC 2002»
16 years 5 days ago
Adaptive resource-based Web server admission control
Web servers must be protected from overload since server overload leads to low server throughput and increased response times experienced by the clients. Server overload occurs wh...
Thiemo Voigt, Per Gunningberg
ISCC
2000
IEEE
15 years 11 months ago
An Adaptive Redundancy Technique for Wireless Indoor Multicasting
In thispaper we present an adaptive technique that combines forward error correction (FEC) with channel state estimation (CSE)and automatic repeat request (ARQ)for packet loss rec...
Youzhi Xu, Tingting Zhang