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» A Probabilistic Approach to Predict Peers
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SDM
2009
SIAM
172views Data Mining» more  SDM 2009»
14 years 4 months ago
Travel-Time Prediction Using Gaussian Process Regression: A Trajectory-Based Approach.
This paper is concerned with the task of travel-time prediction for an arbitrary origin-destination pair on a map. Unlike most of the existing studies, which focus only on a parti...
Sei Kato, Tsuyoshi Idé
SIGMETRICS
2002
ACM
142views Hardware» more  SIGMETRICS 2002»
13 years 6 months ago
Probabilistic scalable P2P resource location services
Scalable resource discovery services form the core of directory and other middleware services. Scalability requirements preclude centralized solutions. The need to have directory ...
Daniel A. Menascé, Lavanya Kanchanapalli
APBC
2004
166views Bioinformatics» more  APBC 2004»
13 years 8 months ago
A Novel Method for Protein Subcellular Localization Based on Boosting and Probabilistic Neural Network.
Subcellular localization is a key functional characteristic of proteins. An automatic, reliable and efficient prediction system for protein subcellular localization is needed for ...
Jian Guo, Yuanlie Lin, Zhirong Sun
P2P
2007
IEEE
117views Communications» more  P2P 2007»
14 years 1 months ago
Peer-to-Peer Rating
This paper proposes to utilize algorithms from the probabilistic graphical models domain for Peer-to-Peer rating of data items and for computing “social influence” of nodes i...
Danny Bickson, Dahlia Malkhi, Lidong Zhou
P2P
2007
IEEE
146views Communications» more  P2P 2007»
14 years 1 months ago
Modelling Real P2P Networks: The Effect of Altruism
We develop a model of the interaction of rational peers in an incentive-free Peer-to-Peer (P2P) network and use game theoretic analysis to derive results about peer and network be...
Dimitrios K. Vassilakis, Vasilis Vassalos