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Here is the table of contents for the latest issue of: Machine Learning. Click on the links below to access this journal at Kluwer Online, Kluwer's online journal platform with 650 top research publications.
Machine Learning


July - August - September 2004, Volume 56 (Issue: 1-3)
ISSN: 0885-6125


CONTENTS
Page # Title, Author(s)
5 Introduction: Special Issue on Theoretical Advances in Data Clustering
Nina Mishra, Rajeev Motwani
9 Clustering Large Graphs via the Singular Value Decomposition
P. Drineas, A. Frieze, R. Kannan, S. Vempala, V. Vinay
35 Optimal Time Bounds for Approximate Clustering
Ramgopal R. Mettu, C. Greg Plaxton
61 A k-Median Algorithm with Running Time Independent of Data Size
Adam Meyerson, Liadan O'Callaghan, Serge Plotkin
89 Correlation Clustering
Nikhil Bansal, Avrim Blum, Shuchi Chawla
115 A New Conceptual Clustering Framework
Nina Mishra, Dana Ron, Ram Swaminathan
153 Subquadratic Approximation Algorithms for Clustering Problems in High Dimensional Spaces
Allan Borodin, Rafail Ostrovsky, Yuval Rabani
169 Central Clustering of Attributed Graphs
Brijnesh J. Jain, Fritz Wysotzki
209 Semi-Supervised Learning on Riemannian Manifolds
Mikhail Belkin, Partha Niyogi