Random-walk computation of similarities between nodes of a graph, with application to collaborative recommendation (2006)

by François Fouss , Alain Pirotte , Jean-michel Renders , Marco Saerens
Venue:IEEE Transactions on Knowledge and Data Engineering
Citations:116 - 15 self

Active Bibliography

66 The Principal Components Analysis of a Graph, and its Relationships to Spectral Clustering – Marco Saerens, François Fouss, Luh Yen, Pierre Dupont - 2004
19 An experimental investigation of graph kernels on a collaborative recommendation task – François Fouss, Kevin Françoisse, Luh Yen, Alain Pirotte, Marco Saerens - 2006
3 A Link-Analysis Extension of Correspondence Analysis for Mining Relational Databases – Luh Yen, Marco Saerens, François Fouss
18 A Novel Way of Computing Dissimilarities between Nodes of a Graph, with Application to Collaborative Filtering – Francois Fouss, Alain Pirotte, Jean-michel Renders, Marco Saerens - 2004
11 Graph nodes clustering with the sigmoid commute-time kernel: A . . . – Luh Yen, et al. - 2009
2 Spectral Graph Theory – Daniel Spielman
1 The Application of New Concepts of Dissimilarities between Nodes of a Graph to Collaborative Filtering – Francois Fouss, Alain Pirotte, Marco Saerens - 2004
Transit Times for Directed Graphs – Daniel Boley, Daniel Boley
2 A Random-Walk Based Scoring Algorithm applied to Recommender Engines – A. Pucci, M. Gori, M. Maggini
1 GRAPH BASED IMAGE SEGMENTATION – Jingdong Wang - 2007
9 The sum-over-paths covariance kernel: A novel covariance measure between nodes of a directed graph – Amin Mantrach, Luh Yen, Jerome Callut, Kevin Francoisse, Masashi Shimbo, Marco Saerens - 2009
Commute Times for a Directed Graph using an Asymmetric Laplacian ✩ – Daniel Boley A, Gyan Ranjan A, Zhi-li Zhang A
5 TRACE OPTIMIZATION AND EIGENPROBLEMS IN DIMENSION REDUCTION METHODS – E. Kokiopoulou, J. Chen, Y. Saad
unknown title – Kevin Françoisse A, Ilkka Kivimäki A, Amin Mantrach C, Fabrice Rossi D, Marco Saerens A
Industry/Government Track Poster Exploring the Community Structure of Newsgroups [Extended Abstract] – Christian Borgs, Jennifer Chayes, Mohammad Mahdian, Amin Saberi
KERNEL-BASED CLUSTERING AND LOW RANK APPROXIMATION – Kai Zhang - 2008
31 Geometric Methods for Feature Extraction and Dimensional Reduction – Christopher J. C. Burges - 2005
3 Social network analysis and mining for business applications – Francesco Bonchi, Carlos Castillo, Aristides Gionis, Alejandro Jaimes
MINING SOCIAL DOCUMENTS AND NETWORKS – Ding Zhou, David J. Miller, Mahmut Kandemir