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EUSFLAT
2009
123views Fuzzy Logic» more  EUSFLAT 2009»
14 years 10 months ago
A New Fuzzy Noise-Rejection Data Partitioning Algorithm with Revised Mahalanobis Distance
Fuzzy C-Means (FCM) and hard clustering are the most common tools for data partitioning. However, the presence of noisy observations in the data may cause generation of completely ...
Mohammad Hossein Fazel Zarandi, Milad Avazbeigi, I...
JNW
2008
79views more  JNW 2008»
15 years 8 days ago
A Proportional Jitter Scheduling and Buffer Management Algorithm for Differentiated Services Networks
This paper proposes a method for scheduling and buffer management in differentiated services networks which is based on JoBS algorithm. JoBS differentiates traffic classes base on ...
Mohammad Hossien Yaghmaee, Ghazale Khojasteh Tousi
INFOCOM
2005
IEEE
15 years 6 months ago
A fair resource allocation algorithm for peer-to-peer overlays
— Over the past few years, Peer-to-Peer (P2P) systems have become very popular for constructing overlay networks of many nodes (peers) that allow users geographically distributed...
Yannis Drougas, Vana Kalogeraki
COLT
2010
Springer
14 years 10 months ago
An Asymptotically Optimal Bandit Algorithm for Bounded Support Models
Multiarmed bandit problem is a typical example of a dilemma between exploration and exploitation in reinforcement learning. This problem is expressed as a model of a gambler playi...
Junya Honda, Akimichi Takemura
103
Voted
ICDM
2009
IEEE
153views Data Mining» more  ICDM 2009»
14 years 10 months ago
A New Clustering Algorithm Based on Regions of Influence with Self-Detection of the Best Number of Clusters
Clustering methods usually require to know the best number of clusters, or another parameter, e.g. a threshold, which is not ever easy to provide. This paper proposes a new graph-b...
Fabrice Muhlenbach, Stéphane Lallich