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COLT
2004
Springer
15 years 12 months ago
Regularization and Semi-supervised Learning on Large Graphs
We consider the problem of labeling a partially labeled graph. This setting may arise in a number of situations from survey sampling to information retrieval to pattern recognition...
Mikhail Belkin, Irina Matveeva, Partha Niyogi
GECCO
2004
Springer
15 years 12 months ago
Introducing Subchromosome Representations to the Linkage Learning Genetic Algorithm
This paper introduces subchromosome representations to the linkage learning genetic algorithm (LLGA). The subchromosome representation is utilized for effectively lowering the num...
Ying-Ping Chen, David E. Goldberg
MIPS
2004
Springer
137views Multimedia» more  MIPS 2004»
15 years 12 months ago
Distributed Multi-source Video Composition on High Capacity Networks
We present the development and experimentation of a distributed system for pervasive video communication on gigabit networks. We have implemented an event-based control mechanism f...
Yan Grunenberger, Phuong Hoang Nguyen, Gilles Priv...
PKDD
2004
Springer
147views Data Mining» more  PKDD 2004»
15 years 12 months ago
Using a Hash-Based Method for Apriori-Based Graph Mining
The problem of discovering frequent subgraphs of graph data can be solved by constructing a candidate set of subgraphs first, and then, identifying within this candidate set those...
Phu Chien Nguyen, Takashi Washio, Kouzou Ohara, Hi...
ROBOCUP
2004
Springer
121views Robotics» more  ROBOCUP 2004»
15 years 12 months ago
Exploring Auction Mechanisms for Role Assignment in Teams of Autonomous Robots
We are exploring the use of auction mechanisms to assign roles within a team of agents operating in a dynamic environment. Depending on the degree of collaboration between the agen...
Vanessa Frías-Martínez, Elizabeth Sk...