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» The Decision Diffie-Hellman Problem
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ICML
2000
IEEE
16 years 7 months ago
Correlation-based Feature Selection for Discrete and Numeric Class Machine Learning
Algorithms for feature selection fall into two broad categories: wrappers that use the learning algorithm itself to evaluate the usefulness of features and filters that evaluate f...
Mark A. Hall
KDD
2004
ACM
117views Data Mining» more  KDD 2004»
16 years 7 months ago
Systematic data selection to mine concept-drifting data streams
One major problem of existing methods to mine data streams is that it makes ad hoc choices to combine most recent data with some amount of old data to search the new hypothesis. T...
Wei Fan
ROBOCOMM
2007
IEEE
16 years 28 days ago
Autonomous navigation of wireless robot swarms with covert leaders
— The integration of advanced computation, wireless communication, and control technologies has facilitated the creation of autonomous robot swarms for many civil and military ap...
Xiaofeng Han, Louis F. Rossi, Chien-Chung Shen
SMC
2007
IEEE
137views Control Systems» more  SMC 2007»
16 years 28 days ago
Cooperative mixed strategy for service selection in service oriented architecture
—In Service Oriented Architecture (SOA), service brokers could find many service providers which offer same function with different quality of service (QoS). Under this condition...
Yimin Shen, Yushun Fan
193
Voted
FOCS
2006
IEEE
16 years 21 days ago
Generalization of Binary Search: Searching in Trees and Forest-Like Partial Orders
We extend the binary search technique to searching in trees. We consider two models of queries: questions about vertices and questions about edges. We present a general approach t...
Krzysztof Onak, Pawel Parys